{ "schema_version": "pvb.streaming_dataset.v2", "subset": "UPC", "cases": [ { "video_id": "UPC_000001", "source": { "dataset": "YouTube", "video_id": "01_9LbSLzipRWs", "filename": "01_9LbSLzipRWs.mp4", "url": null, "input_filename": "01_9LbSLzipRWs.mp4" }, "media": { "uri": "cases/UPC_000001/video.mp4", "duration_s": 946.946, "width": 1920, "height": 1080, "frame_count": 28454, "fps": { "num": 30000, "den": 1001, "value": 29.97002997002997 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000001_turn_000001", "query": { "text": "When the white English subtitles me: camera focus up / camera: no appear in the upper-right corner of the image and two people appear side by side on the left and right of the image, tell me which of all the outfits that have appeared so far is best suited to me?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 300.2 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 283.517, "start_frame": 0, "end_frame": 8497 }, "answering": { "start_s": 283.517, "end_s": 295.796, "start_frame": 8497, "end_frame": 8865 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What trouser shade do you currently prefer with an outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer a visible collared layer beneath your top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer trousers or shorts for this outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer a prominent graphic motif on your top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which main upper-garment color do you currently prefer for your outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer long sleeves or short sleeves on top?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_e", "correct_option_ids": [ "ask_e" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "6e348ca3-cc85-4c5e-8bb0-1899ed7a66c2", "text": "Light-blue plaid jacket, dark trousers, red-and-white sneakers, and black cap.", "entity_ids": [], "target_view_id": null }, { "option_id": "46eff627-9685-48af-a563-2f97ac9df7bb", "text": "Mustard striped jacket, white shirt, red tie, and black wide-leg trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "2ba02009-008b-4e06-93a8-9c0d0b53a25e", "text": "White giraffe-graphic T-shirt, patterned scarf, and gray wide-leg trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "b93d601d-97d8-4dfe-8409-da87272acc57", "text": "Red graphic sweater, white collar, black trousers, and black shoes.", "entity_ids": [], "target_view_id": null }, { "option_id": "d45bc679-ab36-401d-ba4f-02c09940b4a7", "text": "Olive zip vest and matching shorts over gray short-sleeve shirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "7ad48ab9-6c27-430b-9558-b76f88cd0a35", "text": "White T-shirt, loose light-blue jeans, black cap, and tan boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "634068eb-a232-4cfc-aae2-ca0b352c2f60", "text": "Mustard striped jacket, red tie, light-blue jeans, and tan boots.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "b93d601d-97d8-4dfe-8409-da87272acc57", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer red as my main upper-garment color.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "01_9LbSLzipRWs:stale_preference:000:03954322", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the white English subtitles me: camera focus up / camera: no appear in the upper-right corner of the image and two people appear side by side on the left and right of the image, tell me which of all the outfits that have appeared so far is best suited to me?", "historical_preference": "I previously required light blue as my main upper-garment color.\nMy former workplace's color-coded dress policy required light-blue upper garments; My workplace has now ended its color-coded dress policy.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 300.2, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000001/evidence/turn_000001/option_001.jpg", "cases/UPC_000001/evidence/turn_000001/option_002.jpg", "cases/UPC_000001/evidence/turn_000001/option_003.jpg", "cases/UPC_000001/evidence/turn_000001/option_004.jpg", "cases/UPC_000001/evidence/turn_000001/option_005.jpg", "cases/UPC_000001/evidence/turn_000001/option_006.jpg", "cases/UPC_000001/evidence/turn_000001/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面右上方出现白色英文字幕 me: camera focus up / camera: no、画面里左右并排出现两个人时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "红色毛衣配黑西裤" }, "wrong_answer": { "text": "蓝格纹衬衫配牛仔裤" }, "answer_options": [ { "id": "6e348ca3-cc85-4c5e-8bb0-1899ed7a66c2", "text": "蓝格纹衬衫配牛仔裤", "image_filename": "01_9LbSLzipRWs_t63.4s_蓝格纹衬衫配牛仔裤.jpg" }, { "id": "46eff627-9685-48af-a563-2f97ac9df7bb", "text": "芥末黄夹克配深色喇叭裤", "image_filename": "01_9LbSLzipRWs_t104.4s_芥末黄夹克配深色喇叭裤.jpg" }, { "id": "2ba02009-008b-4e06-93a8-9c0d0b53a25e", "text": "黄色卡通T恤配西裤", "image_filename": "01_9LbSLzipRWs_t170.4s_黄色卡通T恤配西裤.jpg" }, { "id": "b93d601d-97d8-4dfe-8409-da87272acc57", "text": "红色毛衣配黑西裤", "image_filename": "01_9LbSLzipRWs_t193.4s_红色毛衣配黑西裤.jpg" }, { "id": "d45bc679-ab36-401d-ba4f-02c09940b4a7", "text": "橄榄绿工装衬衫配短裤", "image_filename": "01_9LbSLzipRWs_t262.4s_橄榄绿工装衬衫配短裤.jpg" }, { "id": "7ad48ab9-6c27-430b-9558-b76f88cd0a35", "text": "白T恤配浅蓝牛仔裤", "image_filename": "01_9LbSLzipRWs_t288.4s_白T恤配浅蓝牛仔裤.jpg" }, { "id": "634068eb-a232-4cfc-aae2-ca0b352c2f60", "text": "黄夹克配浅蓝牛仔裤", "image_filename": "01_9LbSLzipRWs_t288.4s_黄夹克配浅蓝牛仔裤.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace's color-coded dress policy required light-blue upper garments.", "current_context": "My workplace has now ended its color-coded dress policy.", "why_old_basis_expired": "The former light-blue requirement no longer applies after the policy ended." }, "affected_old_preference": "I previously required light blue as my main upper-garment color.", "new_preference": "I currently prefer red as my main upper-garment color.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "trouser shade", "expected_user_reply": "I currently prefer dark trousers.", "matching_answer_labels": [ "A", "B", "D" ] }, { "label": "B", "feature": "visible collared layering", "expected_user_reply": "I currently prefer a visible collared layer beneath my top.", "matching_answer_labels": [ "A", "B", "D", "G" ] }, { "label": "C", "feature": "legwear type", "expected_user_reply": "I currently prefer trousers rather than shorts.", "matching_answer_labels": [ "A", "B", "C", "D", "F", "G" ] }, { "label": "D", "feature": "upper-garment graphic motif", "expected_user_reply": "I currently prefer a prominent graphic motif on my top.", "matching_answer_labels": [ "C", "D" ] }, { "label": "E", "feature": "main upper-garment color", "expected_user_reply": "I currently prefer red as my main upper-garment color.", "matching_answer_labels": [ "D" ] }, { "label": "F", "feature": "upper-garment sleeve length", "expected_user_reply": "I currently prefer long sleeves on top.", "matching_answer_labels": [ "A", "B", "D", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:17:18.272011+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861882+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the white English subtitles me: camera focus up / camera: no appear in the upper-right corner of the image and two people appear side by side on the left and right of the image, tell me which of all the outfits that have appeared so far is best suited to me?", "language": "en" } } } }, { "turn_id": "UPC_000001_turn_000002", "query": { "text": "When the shot cuts to a close-up of the upper body, revealing the colorful beaded crossbody strap across the chest of the denim jacket, tell me which of all the outfits that have appeared so far is best suited to me?", "language": "en" }, "query_time_s": 300.2, "time_range": { "start_s": 300.2, "end_s": 581.114 }, "windows": { "waiting": null, "asking": { "start_s": 300.2, "end_s": 529.095, "start_frame": 8997, "end_frame": 15857 }, "answering": { "start_s": 529.095, "end_s": 541.107, "start_frame": 15857, "end_frame": 16217 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What style of visible headwear do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer outfits that include visible eyewear?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which trouser color family do you currently prefer wearing?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What footwear color family do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you prefer a visibly layered top with a white underlayer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What color-and-pattern style do you currently prefer for your top?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "d6d16d22-2a1c-4ec9-842b-54a7a8c0268d", "text": "Camouflage button-up jacket, dark blue jeans, silver sneakers, white crossbody bag.", "entity_ids": [], "target_view_id": null }, { "option_id": "2b028512-dd03-4e9f-b03a-6db16df43e5e", "text": "Red SYCAMORE graphic sweatshirt, faded jeans, orange shoes, headphones, black cap.", "entity_ids": [], "target_view_id": null }, { "option_id": "d314fd88-16e3-408f-b502-eed708f00177", "text": "Blue overshirt, white tank, khaki trousers, patterned bucket hat, white sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "74af3fe1-322d-4e05-88f0-0eea73a38463", "text": "Taupe button-up jacket, olive trousers, glasses, and yellow-green shoes.", "entity_ids": [], "target_view_id": null }, { "option_id": "cb7fbfdd-d620-4bbe-a60a-dded04d136af", "text": "Black cropped jacket, white tank, dark jeans, black cap, brown shoes.", "entity_ids": [], "target_view_id": null }, { "option_id": "d778ba50-ac65-428c-9667-a80570150c65", "text": "Blue denim jacket, dark trousers, patterned bucket hat, patterned crossbody strap.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "2b028512-dd03-4e9f-b03a-6db16df43e5e", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a red graphic top.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "01_9LbSLzipRWs:stale_preference:001:e0c12547", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the shot cuts to a close-up of the upper body, revealing the colorful beaded crossbody strap across the chest of the denim jacket, tell me which of all the outfits that have appeared so far is best suited to me?", "historical_preference": "I prefer a camouflage-patterned top.\nDuring outdoor field assignments, I required camouflage-patterned tops for visual blending; My work has moved from outdoor field assignments to an indoor creative studio.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 300.2, "original_segment_end_s": 581.114, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000001/evidence/turn_000002/option_001.jpg", "cases/UPC_000001/evidence/turn_000002/option_002.jpg", "cases/UPC_000001/evidence/turn_000002/option_003.jpg", "cases/UPC_000001/evidence/turn_000002/option_004.jpg", "cases/UPC_000001/evidence/turn_000002/option_005.jpg", "cases/UPC_000001/evidence/turn_000002/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当镜头切成上半身近景、露出牛仔外套胸前那条彩色串珠斜挂背带时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "红色骑行卫衣配橙球鞋" }, "wrong_answer": { "text": "棕色迷彩衬衫配帆布包" }, "answer_options": [ { "id": "d6d16d22-2a1c-4ec9-842b-54a7a8c0268d", "text": "棕色迷彩衬衫配帆布包", "image_filename": "01_9LbSLzipRWs_t342.4s_棕色迷彩衬衫配帆布包.jpg" }, { "id": "2b028512-dd03-4e9f-b03a-6db16df43e5e", "text": "红色骑行卫衣配橙球鞋", "image_filename": "01_9LbSLzipRWs_t374.4s_红色骑行卫衣配橙球鞋.jpg" }, { "id": "d314fd88-16e3-408f-b502-eed708f00177", "text": "蓝色工装夹克配卡其裤", "image_filename": "01_9LbSLzipRWs_t428.4s_蓝色工装夹克配卡其裤.jpg" }, { "id": "74af3fe1-322d-4e05-88f0-0eea73a38463", "text": "米粉衬衫外套配绿长裤", "image_filename": "01_9LbSLzipRWs_t472.4s_米粉衬衫外套配绿长裤.jpg" }, { "id": "cb7fbfdd-d620-4bbe-a60a-dded04d136af", "text": "黑色夹克配白背心", "image_filename": "01_9LbSLzipRWs_t498.4s_黑色夹克配白背心.jpg" }, { "id": "d778ba50-ac65-428c-9667-a80570150c65", "text": "全套牛仔夹克配牛仔裤", "image_filename": "01_9LbSLzipRWs_t521.4s_全套牛仔夹克配牛仔裤.jpg" } ] } }, "preference_change_context": { "past_context": "During outdoor field assignments, I required camouflage-patterned tops for visual blending.", "current_context": "My work has moved from outdoor field assignments to an indoor creative studio.", "why_old_basis_expired": "The indoor studio has no visual-blending requirement, so my former basis no longer applies." }, "affected_old_preference": "I prefer a camouflage-patterned top.", "new_preference": "I prefer a red graphic top.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "B" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible headwear style", "expected_user_reply": "I prefer brimmed headwear.", "matching_answer_labels": [ "B", "C", "E", "F" ] }, { "label": "B", "feature": "visible eyewear", "expected_user_reply": "I prefer visible eyewear.", "matching_answer_labels": [ "B", "D" ] }, { "label": "C", "feature": "trouser color family", "expected_user_reply": "I prefer blue trousers.", "matching_answer_labels": [ "A", "B", "E", "F" ] }, { "label": "D", "feature": "footwear color family", "expected_user_reply": "I prefer warm-colored footwear.", "matching_answer_labels": [ "B", "D", "E" ] }, { "label": "E", "feature": "visible top layering", "expected_user_reply": "I prefer a visible white underlayer.", "matching_answer_labels": [ "B", "C", "E" ] }, { "label": "F", "feature": "top color-and-pattern style", "expected_user_reply": "I prefer a red graphic top.", "matching_answer_labels": [ "B" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:17:03.409344+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861886+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the shot cuts to a close-up of the upper body, revealing the colorful beaded crossbody strap across the chest of the denim jacket, tell me which of all the outfits that have appeared so far is best suited to me?", "language": "en" } } } }, { "turn_id": "UPC_000001_turn_000003", "query": { "text": "When the yellow number in the upper-left corner of the image changes to 19 and he appears in a full-body shot wearing a blue-and-white plaid jacket with off-white trousers, tell me which of all the outfits that have appeared so far is best suited to me?", "language": "en" }, "query_time_s": 581.114, "time_range": { "start_s": 581.114, "end_s": 767.1 }, "windows": { "waiting": null, "asking": { "start_s": 581.114, "end_s": 748.715, "start_frame": 17416, "end_frame": 22439 }, "answering": { "start_s": 748.715, "end_s": 758.891, "start_frame": 22439, "end_frame": 22744 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which trouser color do you currently prefer: black, navy, or light gray?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which top style do you currently prefer: track jacket, blazer, cardigan, or pullover hoodie?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently want your outfit to include a visible necktie?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer a dark, white, peach, or blue top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you prefer prominent graphics or an unadorned front on your top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer long sleeves or visibly bare forearms?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "0c6acbb6-760d-43f6-b349-d72e5fbd05ed", "text": "Black striped track jacket, white shirt, patterned tie, black wide trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "b08fded4-c8ca-49fd-951f-059b52703e42", "text": "White dress shirt, black tie, black trousers, black beret.", "entity_ids": [], "target_view_id": null }, { "option_id": "d065d6b2-e414-4b00-9a80-a0eb08ed1fa0", "text": "Brown blazer, white shirt, black tie, black trousers, black beret.", "entity_ids": [], "target_view_id": null }, { "option_id": "f06a48b5-a23a-4e8c-8886-5309045b1695", "text": "Dark cardigan with colorful patches, green tie, navy trousers, checkered cap.", "entity_ids": [], "target_view_id": null }, { "option_id": "b6ab2008-cd51-4d91-aca6-c1fcf215ece9", "text": "Charcoal pullover hoodie with large portrait graphic and black trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "53c71c92-ab49-4b31-94ed-a51194ea08d1", "text": "Peach graphic polo layered over brown sleeves with light gray trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "694368ff-809d-4683-98e7-585fc0e71c1c", "text": "Blue-and-white plaid jacket with light gray trousers and gray sneakers.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "b6ab2008-cd51-4d91-aca6-c1fcf215ece9", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a pullover hoodie.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "01_9LbSLzipRWs:stale_preference:002:ebbe4fb6", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the yellow number in the upper-left corner of the image changes to 19 and he appears in a full-body shot wearing a blue-and-white plaid jacket with off-white trousers, tell me which of all the outfits that have appeared so far is best suited to me?", "historical_preference": "I used to prefer a zip-front track jacket.\nI commuted daily and required a zip-front track jacket for that routine; I now work from home instead of commuting daily.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 581.114, "original_segment_end_s": 767.1, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000001/evidence/turn_000003/option_001.jpg", "cases/UPC_000001/evidence/turn_000003/option_002.jpg", "cases/UPC_000001/evidence/turn_000003/option_003.jpg", "cases/UPC_000001/evidence/turn_000003/option_004.jpg", "cases/UPC_000001/evidence/turn_000003/option_005.jpg", "cases/UPC_000001/evidence/turn_000003/option_006.jpg", "cases/UPC_000001/evidence/turn_000003/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面左上角的黄色数字变成 19、他穿着蓝白格纹外套配米白色长裤全身出现时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "深色印花卫衣配黑裤" }, "wrong_answer": { "text": "橄榄绿夹克配白衬衫领带" }, "answer_options": [ { "id": "0c6acbb6-760d-43f6-b349-d72e5fbd05ed", "text": "橄榄绿夹克配白衬衫领带", "image_filename": "01_9LbSLzipRWs_t584.4s_橄榄绿夹克配白衬衫领带.jpg" }, { "id": "b08fded4-c8ca-49fd-951f-059b52703e42", "text": "白衬衫黑领带配背带裤", "image_filename": "01_9LbSLzipRWs_t621.4s_白衬衫黑领带配背带裤.jpg" }, { "id": "d065d6b2-e414-4b00-9a80-a0eb08ed1fa0", "text": "棕色粗花呢西装外套", "image_filename": "01_9LbSLzipRWs_t663.4s_棕色粗花呢西装外套.jpg" }, { "id": "f06a48b5-a23a-4e8c-8886-5309045b1695", "text": "墨绿开衫配绿领带", "image_filename": "01_9LbSLzipRWs_t674.4s_墨绿开衫配绿领带.jpg" }, { "id": "b6ab2008-cd51-4d91-aca6-c1fcf215ece9", "text": "深色印花卫衣配黑裤", "image_filename": "01_9LbSLzipRWs_t710.4s_深色印花卫衣配黑裤.jpg" }, { "id": "53c71c92-ab49-4b31-94ed-a51194ea08d1", "text": "砖红夹克配浅色牛仔裤", "image_filename": "01_9LbSLzipRWs_t730.4s_砖红夹克配浅色牛仔裤.jpg" }, { "id": "694368ff-809d-4683-98e7-585fc0e71c1c", "text": "格纹牛仔外套配米白裤", "image_filename": "01_9LbSLzipRWs_t751.4s_格纹牛仔外套配米白裤.jpg" } ] } }, "preference_change_context": { "past_context": "I commuted daily and required a zip-front track jacket for that routine.", "current_context": "I now work from home instead of commuting daily.", "why_old_basis_expired": "The commute-based outerwear requirement no longer applies after my work setting changed." }, "affected_old_preference": "I used to prefer a zip-front track jacket.", "new_preference": "I now prefer a pullover hoodie.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "trouser color", "expected_user_reply": "I prefer black trousers.", "matching_answer_labels": [ "A", "B", "C", "E" ] }, { "label": "B", "feature": "top garment style", "expected_user_reply": "I now prefer a pullover hoodie.", "matching_answer_labels": [ "E" ] }, { "label": "C", "feature": "visible necktie inclusion", "expected_user_reply": "I prefer no visible necktie.", "matching_answer_labels": [ "E", "F", "G" ] }, { "label": "D", "feature": "predominant top color", "expected_user_reply": "I prefer a dark-colored top.", "matching_answer_labels": [ "A", "C", "D", "E" ] }, { "label": "E", "feature": "prominent top graphics", "expected_user_reply": "I prefer prominent graphics on my top.", "matching_answer_labels": [ "D", "E", "F" ] }, { "label": "F", "feature": "sleeve coverage", "expected_user_reply": "I prefer long sleeves.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:17:11.980652+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861891+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the yellow number in the upper-left corner of the image changes to 19 and he appears in a full-body shot wearing a blue-and-white plaid jacket with off-white trousers, tell me which of all the outfits that have appeared so far is best suited to me?", "language": "en" } } } }, { "turn_id": "UPC_000001_turn_000004", "query": { "text": "When the camera pulls back and he appears in a distant full-body shot wearing an off-white floral-print shirt with gray-brown trousers, tell me which of all the outfits that have appeared so far is best suited to me?", "language": "en" }, "query_time_s": 767.1, "time_range": { "start_s": 767.1, "end_s": 946.913 }, "windows": { "waiting": null, "asking": { "start_s": 767.1, "end_s": 935.101, "start_frame": 22990, "end_frame": 28025 }, "answering": { "start_s": 935.101, "end_s": 943.91, "start_frame": 28025, "end_frame": 28289 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What trouser color do you currently prefer for this outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which head-covering color do you currently prefer with these looks?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What footwear color do you currently prefer with these outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer outerwear with a visible folded collar?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What trouser silhouette do you currently prefer among these outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which outerwear color-and-pattern scheme do you currently prefer?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "8283f3ab-98dc-46b4-b25e-884036ea53d8", "text": "Man in houndstooth jacket, pale wide-leg jeans, and patterned bucket hat.", "entity_ids": [], "target_view_id": null }, { "option_id": "1e990b84-b640-4a67-908c-7a63af7b7932", "text": "Man in navy patterned jacket, black trousers, and patterned brimmed hat.", "entity_ids": [], "target_view_id": null }, { "option_id": "5a4b8013-ad86-431f-8576-aad9e790e168", "text": "Man in black varsity jacket with tan sleeves and dark trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "8b0e83b7-c4e6-4d91-a937-70b5d5267cfb", "text": "Man in cream graphic hoodie, dark jeans, and gray sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "04395448-c573-4a81-b19e-0efb6a4efe80", "text": "Man in long black hooded coat, black trousers, and white sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "bd814541-7e6d-47ba-9f7e-70c7e16dd6ab", "text": "Man in rust paisley shirt, khaki trousers, sunglasses, and headphones.", "entity_ids": [], "target_view_id": null }, { "option_id": "94bcb144-a032-4bb3-827f-e5cfe9efb5c2", "text": "Man in cream floral shirt, taupe trousers, and red striped cap.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "5a4b8013-ad86-431f-8576-aad9e790e168", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer black-and-tan color-blocked outerwear.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "01_9LbSLzipRWs:stale_preference:003:947843a9", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 3, "canonical_question": "When the camera pulls back and he appears in a distant full-body shot wearing an off-white floral-print shirt with gray-brown trousers, tell me which of all the outfits that have appeared so far is best suited to me?", "historical_preference": "I preferred monochrome black-and-white patterned outerwear.\nMy former office required monochrome outerwear; I now work in a creative studio without a monochrome dress code.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 767.1, "original_segment_end_s": 946.913, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000001/evidence/turn_000004/option_001.jpg", "cases/UPC_000001/evidence/turn_000004/option_002.jpg", "cases/UPC_000001/evidence/turn_000004/option_003.jpg", "cases/UPC_000001/evidence/turn_000004/option_004.jpg", "cases/UPC_000001/evidence/turn_000004/option_005.jpg", "cases/UPC_000001/evidence/turn_000004/option_006.jpg", "cases/UPC_000001/evidence/turn_000004/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当镜头拉远、他穿着米白色花卉印花衬衫配灰褐色长裤以全身远景出现时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "黄黑棒球服配牛仔裤" }, "wrong_answer": { "text": "千鸟格花呢夹克配米白裤" }, "answer_options": [ { "id": "8283f3ab-98dc-46b4-b25e-884036ea53d8", "text": "千鸟格花呢夹克配米白裤", "image_filename": "01_9LbSLzipRWs_t776.4s_千鸟格花呢夹克配米白裤.jpg" }, { "id": "1e990b84-b640-4a67-908c-7a63af7b7932", "text": "靛蓝印花夹克配牛仔裤", "image_filename": "01_9LbSLzipRWs_t816.4s_靛蓝印花夹克配牛仔裤.jpg" }, { "id": "5a4b8013-ad86-431f-8576-aad9e790e168", "text": "黄黑棒球服配牛仔裤", "image_filename": "01_9LbSLzipRWs_t831.4s_黄黑棒球服配牛仔裤.jpg" }, { "id": "8b0e83b7-c4e6-4d91-a937-70b5d5267cfb", "text": "米色印花卫衣配牛仔裤", "image_filename": "01_9LbSLzipRWs_t854.4s_米色印花卫衣配牛仔裤.jpg" }, { "id": "04395448-c573-4a81-b19e-0efb6a4efe80", "text": "黑色长风衣配灰跑鞋", "image_filename": "01_9LbSLzipRWs_t870.4s_黑色长风衣配灰跑鞋.jpg" }, { "id": "bd814541-7e6d-47ba-9f7e-70c7e16dd6ab", "text": "铁锈色印花衬衫配卡其裤", "image_filename": "01_9LbSLzipRWs_t916.4s_铁锈色印花衬衫配卡其裤.jpg" }, { "id": "94bcb144-a032-4bb3-827f-e5cfe9efb5c2", "text": "米白花卉衬衫配灰褐裤", "image_filename": "01_9LbSLzipRWs_t938.4s_米白花卉衬衫配灰褐裤.jpg" } ] } }, "preference_change_context": { "past_context": "My former office required monochrome outerwear.", "current_context": "I now work in a creative studio without a monochrome dress code.", "why_old_basis_expired": "The former workplace restriction no longer applies to my clothing choices." }, "affected_old_preference": "I preferred monochrome black-and-white patterned outerwear.", "new_preference": "I now prefer black-and-tan color-blocked outerwear.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "trouser color", "expected_user_reply": "I prefer dark trousers.", "matching_answer_labels": [ "B", "C", "D", "E" ] }, { "label": "B", "feature": "head-covering color", "expected_user_reply": "I prefer black head coverings.", "matching_answer_labels": [ "C", "E", "F" ] }, { "label": "C", "feature": "footwear color", "expected_user_reply": "I prefer black footwear.", "matching_answer_labels": [ "C", "G" ] }, { "label": "D", "feature": "outerwear collar shape", "expected_user_reply": "I prefer a visible folded collar.", "matching_answer_labels": [ "A", "B", "C", "F" ] }, { "label": "E", "feature": "trouser silhouette", "expected_user_reply": "I prefer wide-leg trousers.", "matching_answer_labels": [ "A", "B", "C", "F", "G" ] }, { "label": "F", "feature": "outerwear color-and-pattern scheme", "expected_user_reply": "I now prefer black-and-tan color-blocked outerwear.", "matching_answer_labels": [ "C" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:17:02.953004+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861895+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the camera pulls back and he appears in a distant full-body shot wearing an off-white floral-print shirt with gray-brown trousers, tell me which of all the outfits that have appeared so far is best suited to me?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/01_9LbSLzipRWs/01_9LbSLzipRWs.mp4", "duration_s": 946.946, "width": 1920, "height": 1080, "fps": { "num": 30000, "den": 1001 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000002", "source": { "dataset": "YouTube", "video_id": "02_fIQpXQBGd1I", "filename": "02_fIQpXQBGd1I.mp4", "url": null, "input_filename": "02_fIQpXQBGd1I.mp4" }, "media": { "uri": "cases/UPC_000002/video.mp4", "duration_s": 450.76, "width": 1920, "height": 1080, "frame_count": 22538, "fps": { "num": 50, "den": 1, "value": 50.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000002_turn_000001", "query": { "text": "When the circular photo frame on the purple background changes to a vertical rectangular image of a person wearing a black top with light purple wide-leg trousers and carrying a black chain-strap bag by hand, tell me which of all the outfits that have appeared so far is best suited to me?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 129.1 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 109.9, "start_frame": 0, "end_frame": 5495 }, "answering": { "start_s": 109.9, "end_s": 117.1, "start_frame": 5495, "end_frame": 5855 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What trouser color do you currently prefer for this outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer a plain or patterned top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer sneakers or boots with your outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer wearing a hat with your outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer an outfit with a visible bag?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer a light-colored or dark-colored top?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "b9b11203-ce2b-4d6d-adb5-73e69bc30fb4", "text": "Star-print black blouse, medium-blue jeans, white beret, and black boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "9e4a2a93-a1d7-40d7-aa53-2352e77acc71", "text": "Navy sweatshirt, ripped cream trousers, and gray sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "05e4794c-deaa-4806-80b2-7297f534b476", "text": "Blush blouse under black pinafore dress with white handbag and beret.", "entity_ids": [], "target_view_id": null }, { "option_id": "9041b72c-ae42-4f14-9caf-e89a04a9ef9a", "text": "Beige short-sleeve cropped blouse, black trousers, cream bag, white sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "c878224c-5990-43e7-b9cc-9aa3e51a7cbd", "text": "Loose white long-sleeve top with light-blue jeans.", "entity_ids": [], "target_view_id": null }, { "option_id": "031d7857-9bd9-4ec1-b406-d4c9b46935e7", "text": "Dotted white blouse, tan pleated midi skirt, beige boots, black beret.", "entity_ids": [], "target_view_id": null }, { "option_id": "69c7c6dd-cf51-4df4-80b6-343eb2234634", "text": "Striped black blouse, lavender wide-leg trousers, black quilted chain bag.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "9041b72c-ae42-4f14-9caf-e89a04a9ef9a", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer black trousers.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "02_fIQpXQBGd1I:stale_preference:000:448d125e", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the circular photo frame on the purple background changes to a vertical rectangular image of a person wearing a black top with light purple wide-leg trousers and carrying a black chain-strap bag by hand, tell me which of all the outfits that have appeared so far is best suited to me?", "historical_preference": "I prefer medium-blue trousers.\nMy former workplace required medium-blue trousers; I now work at a new office with no trouser-color requirement.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 129.1, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000002/evidence/turn_000001/option_001.jpg", "cases/UPC_000002/evidence/turn_000001/option_002.jpg", "cases/UPC_000002/evidence/turn_000001/option_003.jpg", "cases/UPC_000002/evidence/turn_000001/option_004.jpg", "cases/UPC_000002/evidence/turn_000001/option_005.jpg", "cases/UPC_000002/evidence/turn_000001/option_006.jpg", "cases/UPC_000002/evidence/turn_000001/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当紫色背景上的圆形照片框改为竖直矩形的人物画面、人物穿黑色上衣配浅紫色阔腿裤并手拎黑色链条包时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "米色短袖衬衫配黑裤" }, "wrong_answer": { "text": "黑色星星衬衫配牛仔裤" }, "answer_options": [ { "id": "b9b11203-ce2b-4d6d-adb5-73e69bc30fb4", "text": "黑色星星衬衫配牛仔裤", "image_filename": "02_fIQpXQBGd1I_t2.7s_黑色星星衬衫配牛仔裤.jpg" }, { "id": "9e4a2a93-a1d7-40d7-aa53-2352e77acc71", "text": "藏青毛衣配米色工装裤", "image_filename": "02_fIQpXQBGd1I_t18.7s_藏青毛衣配米色工装裤.jpg" }, { "id": "05e4794c-deaa-4806-80b2-7297f534b476", "text": "黑色背带裙配粉衬衫", "image_filename": "02_fIQpXQBGd1I_t32.7s_黑色背带裙配粉衬衫.jpg" }, { "id": "9041b72c-ae42-4f14-9caf-e89a04a9ef9a", "text": "米色短袖衬衫配黑裤", "image_filename": "02_fIQpXQBGd1I_t55.7s_米色短袖衬衫配黑裤.jpg" }, { "id": "c878224c-5990-43e7-b9cc-9aa3e51a7cbd", "text": "白色长版针织衫配牛仔裤", "image_filename": "02_fIQpXQBGd1I_t70.7s_白色长版针织衫配牛仔裤.jpg" }, { "id": "031d7857-9bd9-4ec1-b406-d4c9b46935e7", "text": "白波点衬衫配驼色裙", "image_filename": "02_fIQpXQBGd1I_t89.7s_白波点衬衫配驼色裙.jpg" }, { "id": "69c7c6dd-cf51-4df4-80b6-343eb2234634", "text": "黑上衣配紫灯芯绒阔腿裤", "image_filename": "02_fIQpXQBGd1I_t110.6s_黑上衣配紫灯芯绒阔腿裤.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace required medium-blue trousers.", "current_context": "I now work at a new office with no trouser-color requirement.", "why_old_basis_expired": "Changing workplaces ended the requirement that previously determined my trouser color." }, "affected_old_preference": "I prefer medium-blue trousers.", "new_preference": "I prefer black trousers.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "trouser color", "expected_user_reply": "I prefer black trousers.", "matching_answer_labels": [ "D" ] }, { "label": "B", "feature": "top pattern", "expected_user_reply": "I prefer a plain top.", "matching_answer_labels": [ "B", "C", "D", "E" ] }, { "label": "C", "feature": "footwear type", "expected_user_reply": "I prefer sneakers.", "matching_answer_labels": [ "B", "D" ] }, { "label": "D", "feature": "hat presence", "expected_user_reply": "I prefer no hat.", "matching_answer_labels": [ "B", "D", "E", "G" ] }, { "label": "E", "feature": "visible bag presence", "expected_user_reply": "I prefer an outfit with a visible bag.", "matching_answer_labels": [ "C", "D", "G" ] }, { "label": "F", "feature": "top color brightness", "expected_user_reply": "I prefer a light-colored top.", "matching_answer_labels": [ "C", "D", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:17:24.959581+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861899+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the circular photo frame on the purple background changes to a vertical rectangular image of a person wearing a black top with light purple wide-leg trousers and carrying a black chain-strap bag by hand, tell me which of all the outfits that have appeared so far is best suited to me?", "language": "en" } } } }, { "turn_id": "UPC_000002_turn_000002", "query": { "text": "When a full-body image of the person wearing a black suspender maxi dress over a light green long-sleeved top appears for the first time, tell me which of all the outfits that have appeared so far is best suited to me?", "language": "en" }, "query_time_s": 129.1, "time_range": { "start_s": 129.1, "end_s": 270.1 }, "windows": { "waiting": null, "asking": { "start_s": 129.1, "end_s": 255.8, "start_frame": 6455, "end_frame": 12790 }, "answering": { "start_s": 255.8, "end_s": 269.82, "start_frame": 12790, "end_frame": 13491 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What trouser color do you currently prefer for your outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What footwear color would you currently prefer to wear?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer wearing visible headwear with outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What trouser silhouette do you currently prefer for outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer visibly layered upper-body garments?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What color do you currently prefer for your cropped top?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "6f9bbbd0-3472-43da-bba2-2eee78c5f183", "text": "Woman in multicolored striped cropped tee and light blue cuffed jeans.", "entity_ids": [], "target_view_id": null }, { "option_id": "1b3b45fc-de96-4551-9d3d-7fcdb4dbca69", "text": "Woman in lime-green cropped top, striped overshirt, and dark cuffed jeans.", "entity_ids": [], "target_view_id": null }, { "option_id": "7091eadc-320d-4369-ac05-c56ebb07b4de", "text": "Woman in beige button-front midi dress, brown belt, and purple beret.", "entity_ids": [], "target_view_id": null }, { "option_id": "d5f898e7-86c0-408a-abbf-a2f9d5526ae7", "text": "Woman in burgundy Adidas hoodie and light blue jeans.", "entity_ids": [], "target_view_id": null }, { "option_id": "76631348-6e28-486c-8014-e8ebf2ca1419", "text": "Woman in striped shirt, cream cable-knit vest, and black trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "f5adc011-9d1e-44da-a192-07e6c85ba0e8", "text": "Woman in black pinafore maxi dress and pale green long-sleeved top.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "1b3b45fc-de96-4551-9d3d-7fcdb4dbca69", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer lime-green cropped tops.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "02_fIQpXQBGd1I:stale_preference:001:3a63e5ac", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When a full-body image of the person wearing a black suspender maxi dress over a light green long-sleeved top appears for the first time, tell me which of all the outfits that have appeared so far is best suited to me?", "historical_preference": "I preferred multicolored cropped tops.\nMy former troupe required multicolored cropped tops for its outfits; I have now left the troupe that imposed that top-color requirement.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 129.1, "original_segment_end_s": 270.1, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000002/evidence/turn_000002/option_001.jpg", "cases/UPC_000002/evidence/turn_000002/option_002.jpg", "cases/UPC_000002/evidence/turn_000002/option_003.jpg", "cases/UPC_000002/evidence/turn_000002/option_004.jpg", "cases/UPC_000002/evidence/turn_000002/option_005.jpg", "cases/UPC_000002/evidence/turn_000002/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面第一次出现穿黑色背带长裙、内搭浅绿色长袖上衣的人物全身画面时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "绿色上衣配白衬衫牛仔裤" }, "wrong_answer": { "text": "彩色条纹T恤配牛仔裤" }, "answer_options": [ { "id": "6f9bbbd0-3472-43da-bba2-2eee78c5f183", "text": "彩色条纹T恤配牛仔裤", "image_filename": "02_fIQpXQBGd1I_t137.7s_彩色条纹T恤配牛仔裤.jpg" }, { "id": "1b3b45fc-de96-4551-9d3d-7fcdb4dbca69", "text": "绿色上衣配白衬衫牛仔裤", "image_filename": "02_fIQpXQBGd1I_t168.7s_绿色上衣配白衬衫牛仔裤.jpg" }, { "id": "7091eadc-320d-4369-ac05-c56ebb07b4de", "text": "米色长裙配棕色腰带", "image_filename": "02_fIQpXQBGd1I_t197.7s_米色长裙配棕色腰带.jpg" }, { "id": "d5f898e7-86c0-408a-abbf-a2f9d5526ae7", "text": "酒红丝绒卫衣配牛仔裤", "image_filename": "02_fIQpXQBGd1I_t216.7s_酒红丝绒卫衣配牛仔裤.jpg" }, { "id": "76631348-6e28-486c-8014-e8ebf2ca1419", "text": "米白背心配条纹衬衫", "image_filename": "02_fIQpXQBGd1I_t240.7s_米白背心配条纹衬衫.jpg" }, { "id": "f5adc011-9d1e-44da-a192-07e6c85ba0e8", "text": "黑背带裙配浅绿上衣", "image_filename": "02_fIQpXQBGd1I_t258.7s_黑背带裙配浅绿上衣.jpg" } ] } }, "preference_change_context": { "past_context": "My former troupe required multicolored cropped tops for its outfits.", "current_context": "I have now left the troupe that imposed that top-color requirement.", "why_old_basis_expired": "Leaving the troupe removed the requirement behind my former cropped-top color preference." }, "affected_old_preference": "I preferred multicolored cropped tops.", "new_preference": "I prefer lime-green cropped tops.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "B" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "trouser color", "expected_user_reply": "I prefer dark trousers.", "matching_answer_labels": [ "B", "E" ] }, { "label": "B", "feature": "footwear color", "expected_user_reply": "I prefer white footwear.", "matching_answer_labels": [ "A", "B" ] }, { "label": "C", "feature": "presence of headwear", "expected_user_reply": "I prefer no headwear.", "matching_answer_labels": [ "A", "B", "D", "E" ] }, { "label": "D", "feature": "trouser silhouette", "expected_user_reply": "I prefer loose trousers.", "matching_answer_labels": [ "A", "B", "D" ] }, { "label": "E", "feature": "upper-body layering", "expected_user_reply": "I prefer visibly layered upper-body garments.", "matching_answer_labels": [ "B", "E", "F" ] }, { "label": "F", "feature": "cropped-top color", "expected_user_reply": "I prefer lime-green cropped tops.", "matching_answer_labels": [ "B" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:17:29.406661+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861903+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a full-body image of the person wearing a black suspender maxi dress over a light green long-sleeved top appears for the first time, tell me which of all the outfits that have appeared so far is best suited to me?", "language": "en" } } } }, { "turn_id": "UPC_000002_turn_000003", "query": { "text": "When the person picks up and puts on the khaki long trench coat for the first time, tell me which of all the outfits that have appeared so far is best suited to me?", "language": "en" }, "query_time_s": 270.1, "time_range": { "start_s": 270.1, "end_s": 450.7 }, "windows": { "waiting": null, "asking": { "start_s": 270.1, "end_s": 435.0, "start_frame": 13505, "end_frame": 21750 }, "answering": { "start_s": 435.0, "end_s": 447.7, "start_frame": 21750, "end_frame": 22385 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer an outfit with no visible handbag?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What footwear height do you currently prefer, low-cut or ankle-height?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What lower-garment style do you currently prefer for this outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "How much sleeve coverage do you currently prefer in an outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which collar shape do you currently prefer, pointed or collarless?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer a solid or visibly patterned outermost garment?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "162d8fc7-85d3-44d1-9716-7882768a578a", "text": "Brown cold-shoulder top with a brown plaid mini skirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "cfe8bb7d-0521-475a-b30f-15e308ebaec6", "text": "Black floral midi dress, black beret, and dark ankle boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "fed33ce4-f338-4875-a026-7462fdfef692", "text": "Navy sweatshirt over striped shirt with plaid shorts and white sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "1efb1ade-8c63-4075-978d-1946bf281a8d", "text": "Cropped blue denim jacket with yellow plaid midi skirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "e858d665-5ab3-44e2-a91b-4f0cef04e652", "text": "White dotted blouse with black wide-leg trousers and white sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "cd653c96-c1f3-4505-978e-3f7102b4c9b8", "text": "Beige gingham ruffled blouse with black tapered trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "237625f4-f71c-4cf1-9f96-4909e63e566e", "text": "Khaki long trench coat over peach layers and cropped blue jeans.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "237625f4-f71c-4cf1-9f96-4909e63e566e", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer cropped blue jeans.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "02_fIQpXQBGd1I:stale_preference:002:323965a6", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the person picks up and puts on the khaki long trench coat for the first time, tell me which of all the outfits that have appeared so far is best suited to me?", "historical_preference": "I need a short skirt as my lower garment.\nMy former workplace required a short skirt as part of its dress code; My new workplace no longer requires skirts.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 270.1, "original_segment_end_s": 450.7, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000002/evidence/turn_000003/option_001.jpg", "cases/UPC_000002/evidence/turn_000003/option_002.jpg", "cases/UPC_000002/evidence/turn_000003/option_003.jpg", "cases/UPC_000002/evidence/turn_000003/option_004.jpg", "cases/UPC_000002/evidence/turn_000003/option_005.jpg", "cases/UPC_000002/evidence/turn_000003/option_006.jpg", "cases/UPC_000002/evidence/turn_000003/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当人物第一次拿起并穿上卡其色长风衣时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "杏色雪纺衫配卡其风衣" }, "wrong_answer": { "text": "棕色上衣配卡其格纹短裙" }, "answer_options": [ { "id": "162d8fc7-85d3-44d1-9716-7882768a578a", "text": "棕色上衣配卡其格纹短裙", "image_filename": "02_fIQpXQBGd1I_t278.7s_棕色上衣配卡其格纹短裙.jpg" }, { "id": "cfe8bb7d-0521-475a-b30f-15e308ebaec6", "text": "黑色碎花长裙配紫色包", "image_filename": "02_fIQpXQBGd1I_t305.7s_黑色碎花长裙配紫色包.jpg" }, { "id": "fed33ce4-f338-4875-a026-7462fdfef692", "text": "藏青卫衣配卡其短裙", "image_filename": "02_fIQpXQBGd1I_t333.7s_藏青卫衣配卡其短裙.jpg" }, { "id": "1efb1ade-8c63-4075-978d-1946bf281a8d", "text": "牛仔外套配黄格纹长裙", "image_filename": "02_fIQpXQBGd1I_t353.7s_牛仔外套配黄格纹长裙.jpg" }, { "id": "e858d665-5ab3-44e2-a91b-4f0cef04e652", "text": "白波点衬衫配黑喇叭裤", "image_filename": "02_fIQpXQBGd1I_t378.7s_白波点衬衫配黑喇叭裤.jpg" }, { "id": "cd653c96-c1f3-4505-978e-3f7102b4c9b8", "text": "格纹荷叶领衬衫配黑裤", "image_filename": "02_fIQpXQBGd1I_t411.7s_格纹荷叶领衬衫配黑裤.jpg" }, { "id": "237625f4-f71c-4cf1-9f96-4909e63e566e", "text": "杏色雪纺衫配卡其风衣", "image_filename": "02_fIQpXQBGd1I_t440.7s_杏色雪纺衫配卡其风衣.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace required a short skirt as part of its dress code.", "current_context": "My new workplace no longer requires skirts.", "why_old_basis_expired": "The former dress code no longer governs my lower-garment choice." }, "affected_old_preference": "I need a short skirt as my lower garment.", "new_preference": "I prefer cropped blue jeans.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "G" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible handbag presence", "expected_user_reply": "I prefer no visible handbag.", "matching_answer_labels": [ "A", "C", "D", "E", "F", "G" ] }, { "label": "B", "feature": "footwear height", "expected_user_reply": "I prefer low-cut footwear.", "matching_answer_labels": [ "A", "C", "E", "F", "G" ] }, { "label": "C", "feature": "lower-garment style", "expected_user_reply": "I prefer cropped blue jeans.", "matching_answer_labels": [ "G" ] }, { "label": "D", "feature": "sleeve coverage", "expected_user_reply": "I prefer full-length sleeves.", "matching_answer_labels": [ "A", "C", "D", "F", "G" ] }, { "label": "E", "feature": "collar shape", "expected_user_reply": "I prefer a pointed collar.", "matching_answer_labels": [ "C", "D", "G" ] }, { "label": "F", "feature": "outermost garment pattern", "expected_user_reply": "I prefer a mostly solid outermost garment.", "matching_answer_labels": [ "A", "C", "D", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:17:38.790299+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861907+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the person picks up and puts on the khaki long trench coat for the first time, tell me which of all the outfits that have appeared so far is best suited to me?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/02_fIQpXQBGd1I/02_fIQpXQBGd1I.mp4", "duration_s": 450.76, "width": 1920, "height": 1080, "fps": { "num": 50, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000003", "source": { "dataset": "YouTube", "video_id": "03_OSz9G-0v6BE", "filename": "03_OSz9G-0v6BE.mp4", "url": null, "input_filename": "03_OSz9G-0v6BE.mp4" }, "media": { "uri": "cases/UPC_000003/video.mp4", "duration_s": 459.592467, "width": 1920, "height": 1080, "frame_count": 13776, "fps": { "num": 30000, "den": 1001, "value": 29.97002997002997 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000003_turn_000001", "query": { "text": "When a portrait-format frame slides onto the dark green background, showing a complete outfit consisting of a dark brown fitted long-sleeved top with a gray-and-white color-blocked slit midi skirt, tell me which of all the outfits that have appeared so far is best suited to me?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 164.131 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 141.742, "start_frame": 0, "end_frame": 4248 }, "answering": { "start_s": 141.742, "end_s": 153.52, "start_frame": 4248, "end_frame": 4601 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer dresses or separate top-and-bottom outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What sleeve length do you currently prefer for an outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which overall outfit color palette do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which outfit pattern do you currently prefer: floral, plaid, or solid?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer visible collars or collarless necklines?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer outfits with or without an outer jacket?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "cbbffb0d-4c85-4fae-8d9d-00c3636afb5e", "text": "Cream loose dress with tiny floral print and puffed three-quarter sleeves.", "entity_ids": [], "target_view_id": null }, { "option_id": "5ec84068-b8b5-4301-8dc3-5b61d05280eb", "text": "Orange text T-shirt with white pleated wide-leg trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "a572e19c-5e97-4324-a72f-e89fe922bc97", "text": "Brown-yellow plaid collared shirt with matching above-knee skirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "08b2ac34-9223-446c-beef-75e4b1a6a600", "text": "White long-sleeve blouse with cream cropped wide-leg trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "de2964c9-ee24-4d5e-afc8-b1b029c43d2c", "text": "White tiered midi dress with gathered neckline and puff sleeves.", "entity_ids": [], "target_view_id": null }, { "option_id": "b3430147-1a34-43bd-9f86-100d10a55427", "text": "Taupe lapel blazer over white tiered dress with black boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "ebf7af7f-a861-4a5d-b2da-3e5c2fecb94e", "text": "Brown fitted top with gray-white color-block slit midi skirt.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "a572e19c-5e97-4324-a72f-e89fe922bc97", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer plaid patterns.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "03_OSz9G-0v6BE:stale_preference:000:781423f8", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When a portrait-format frame slides onto the dark green background, showing a complete outfit consisting of a dark brown fitted long-sleeved top with a gray-and-white color-blocked slit midi skirt, tell me which of all the outfits that have appeared so far is best suited to me?", "historical_preference": "I preferred small floral patterns.\nMy former workplace had a garden-themed dress code requiring small floral patterns; I now work in an office without the former garden-themed dress code.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 164.131, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000003/evidence/turn_000001/option_001.jpg", "cases/UPC_000003/evidence/turn_000001/option_002.jpg", "cases/UPC_000003/evidence/turn_000001/option_003.jpg", "cases/UPC_000003/evidence/turn_000001/option_004.jpg", "cases/UPC_000003/evidence/turn_000001/option_005.jpg", "cases/UPC_000003/evidence/turn_000001/option_006.jpg", "cases/UPC_000003/evidence/turn_000001/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当墨绿色背景上滑入竖幅画面、出现深棕色紧身长袖上衣配灰白拼色开衩中长半裙的整套穿搭时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "棕色格纹衬衫套裙" }, "wrong_answer": { "text": "米白碎花长裙" }, "answer_options": [ { "id": "cbbffb0d-4c85-4fae-8d9d-00c3636afb5e", "text": "米白碎花长裙", "image_filename": "03_OSz9G-0v6BE_t1.5s_米白碎花长裙.jpg" }, { "id": "5ec84068-b8b5-4301-8dc3-5b61d05280eb", "text": "橘色T恤白阔腿裤", "image_filename": "03_OSz9G-0v6BE_t25.5s_橘色T恤白阔腿裤.jpg" }, { "id": "a572e19c-5e97-4324-a72f-e89fe922bc97", "text": "棕色格纹衬衫套裙", "image_filename": "03_OSz9G-0v6BE_t49.5s_棕色格纹衬衫套裙.jpg" }, { "id": "08b2ac34-9223-446c-beef-75e4b1a6a600", "text": "白上衣米色阔腿裤", "image_filename": "03_OSz9G-0v6BE_t67.5s_白上衣米色阔腿裤.jpg" }, { "id": "de2964c9-ee24-4d5e-afc8-b1b029c43d2c", "text": "白色层叠长裙", "image_filename": "03_OSz9G-0v6BE_t92.5s_白色层叠长裙.jpg" }, { "id": "b3430147-1a34-43bd-9f86-100d10a55427", "text": "卡其西装配白长裙", "image_filename": "03_OSz9G-0v6BE_t118.5s_卡其西装配白长裙.jpg" }, { "id": "ebf7af7f-a861-4a5d-b2da-3e5c2fecb94e", "text": "棕上衣灰拼色半裙", "image_filename": "03_OSz9G-0v6BE_t145.5s_棕上衣灰拼色半裙.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace had a garden-themed dress code requiring small floral patterns.", "current_context": "I now work in an office without the former garden-themed dress code.", "why_old_basis_expired": "The workplace requirement that supported my floral preference no longer applies." }, "affected_old_preference": "I preferred small floral patterns.", "new_preference": "I currently prefer plaid patterns.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "garment format", "expected_user_reply": "I currently prefer separate top-and-bottom outfits.", "matching_answer_labels": [ "B", "C", "D", "G" ] }, { "label": "B", "feature": "sleeve length", "expected_user_reply": "I currently prefer long sleeves.", "matching_answer_labels": [ "C", "D", "F", "G" ] }, { "label": "C", "feature": "overall color palette", "expected_user_reply": "I currently prefer prominent brown tones.", "matching_answer_labels": [ "C", "G" ] }, { "label": "D", "feature": "outfit pattern", "expected_user_reply": "I currently prefer plaid patterns.", "matching_answer_labels": [ "C" ] }, { "label": "E", "feature": "collar structure", "expected_user_reply": "I currently prefer visible collars or lapels.", "matching_answer_labels": [ "C", "F" ] }, { "label": "F", "feature": "outerwear layering", "expected_user_reply": "I currently prefer outfits without an outer jacket.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:17:33.537558+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861911+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a portrait-format frame slides onto the dark green background, showing a complete outfit consisting of a dark brown fitted long-sleeved top with a gray-and-white color-blocked slit midi skirt, tell me which of all the outfits that have appeared so far is best suited to me?", "language": "en" } } } }, { "turn_id": "UPC_000003_turn_000002", "query": { "text": "When the image hard-cuts from an indoor white studio to an outdoor street, showing a complete outfit consisting of a light blue beret, a green-and-white color-blocked fleece vest, and a white long skirt, tell me which of all the outfits that have appeared so far is best suited to me?", "language": "en" }, "query_time_s": 164.131, "time_range": { "start_s": 164.131, "end_s": 321.254 }, "windows": { "waiting": null, "asking": { "start_s": 164.131, "end_s": 302.302, "start_frame": 4919, "end_frame": 9060 }, "answering": { "start_s": 302.302, "end_s": 314.514, "start_frame": 9060, "end_frame": 9426 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What sleeve length do you currently prefer for your top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which upper-garment color family do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer trousers rather than a skirt or shorts?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you prefer outfits shown without a visible handbag?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer wearing no visible headwear?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you prefer solid-colored rather than patterned upper garments?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "8bfddbeb-51fa-4b98-a4b2-9b3984ee9221", "text": "Burgundy ruched ruffle blouse with square neckline and blue jeans.", "entity_ids": [], "target_view_id": null }, { "option_id": "5d50990f-19a5-4f5b-b7c3-7fde927fe45d", "text": "White blouse, beige sleeveless vest, white trousers, and taupe tote.", "entity_ids": [], "target_view_id": null }, { "option_id": "fdbfcc83-fcc1-4cd6-883a-eec7c7e57602", "text": "Pale gray mottled V-neck mini dress with beige ankle boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "339f2ca0-5250-4c4e-9455-885e30ba353e", "text": "Lavender ruched top, pale blue flared jeans, black quilted shoulder bag.", "entity_ids": [], "target_view_id": null }, { "option_id": "3a8a0b85-cb46-41f9-bc12-93240ba23783", "text": "Pale yellow graphic shirt, blue plaid shorts, black cap, gray sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "577d9de5-0344-451b-ab11-145072bbbc82", "text": "Mustard floral blouse, cream wide-leg trousers, and rust shoulder bag.", "entity_ids": [], "target_view_id": null }, { "option_id": "ef5b7048-8d63-4622-a0bc-f6cf57e561fb", "text": "Light blue beret, green fleece vest, white hoodie, cream midi skirt.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "8bfddbeb-51fa-4b98-a4b2-9b3984ee9221", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a dark burgundy upper garment.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "03_OSz9G-0v6BE:stale_preference:001:2b69a67e", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the image hard-cuts from an indoor white studio to an outdoor street, showing a complete outfit consisting of a light blue beret, a green-and-white color-blocked fleece vest, and a white long skirt, tell me which of all the outfits that have appeared so far is best suited to me?", "historical_preference": "I preferred an all-white-and-beige outfit palette.\nMy former workplace required an all-white-and-beige outfit palette; My new workplace has no outfit color rules.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 164.131, "original_segment_end_s": 321.254, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000003/evidence/turn_000002/option_001.jpg", "cases/UPC_000003/evidence/turn_000002/option_002.jpg", "cases/UPC_000003/evidence/turn_000002/option_003.jpg", "cases/UPC_000003/evidence/turn_000002/option_004.jpg", "cases/UPC_000003/evidence/turn_000002/option_005.jpg", "cases/UPC_000003/evidence/turn_000002/option_006.jpg", "cases/UPC_000003/evidence/turn_000002/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面由室内白棚硬切到户外街道、出现戴浅蓝色贝雷帽身穿绿白拼色抓绒背心配白色长裙的整套穿搭时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "酒红抽褶上衣牛仔裤" }, "wrong_answer": { "text": "卡其长马甲白长裤" }, "answer_options": [ { "id": "8bfddbeb-51fa-4b98-a4b2-9b3984ee9221", "text": "酒红抽褶上衣牛仔裤", "image_filename": "03_OSz9G-0v6BE_t168.5s_酒红抽褶上衣牛仔裤.jpg" }, { "id": "5d50990f-19a5-4f5b-b7c3-7fde927fe45d", "text": "卡其长马甲白长裤", "image_filename": "03_OSz9G-0v6BE_t185.5s_卡其长马甲白长裤.jpg" }, { "id": "fdbfcc83-fcc1-4cd6-883a-eec7c7e57602", "text": "浅蓝印花连衣裙", "image_filename": "03_OSz9G-0v6BE_t210.5s_浅蓝印花连衣裙.jpg" }, { "id": "339f2ca0-5250-4c4e-9455-885e30ba353e", "text": "淡紫上衣喇叭牛仔裤", "image_filename": "03_OSz9G-0v6BE_t230.5s_淡紫上衣喇叭牛仔裤.jpg" }, { "id": "3a8a0b85-cb46-41f9-bc12-93240ba23783", "text": "黄色印花T恤格纹裙", "image_filename": "03_OSz9G-0v6BE_t257.5s_黄色印花T恤格纹裙.jpg" }, { "id": "577d9de5-0344-451b-ab11-145072bbbc82", "text": "芥黄花衬衫白阔腿裤", "image_filename": "03_OSz9G-0v6BE_t280.5s_芥黄花衬衫白阔腿裤.jpg" }, { "id": "ef5b7048-8d63-4622-a0bc-f6cf57e561fb", "text": "绿白抓绒背心白长裙", "image_filename": "03_OSz9G-0v6BE_t310.5s_绿白抓绒背心白长裙.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace required an all-white-and-beige outfit palette.", "current_context": "My new workplace has no outfit color rules.", "why_old_basis_expired": "The former color requirement no longer applies at my new workplace." }, "affected_old_preference": "I preferred an all-white-and-beige outfit palette.", "new_preference": "I now prefer a dark burgundy upper garment.", "preference_audit": { "old_matching_answer_labels": [ "B" ], "new_matching_answer_labels": [ "A" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "top sleeve length", "expected_user_reply": "I prefer long sleeves.", "matching_answer_labels": [ "A", "D", "F", "G" ] }, { "label": "B", "feature": "upper-garment color family", "expected_user_reply": "I now prefer a dark burgundy upper garment.", "matching_answer_labels": [ "A" ] }, { "label": "C", "feature": "lower-garment type", "expected_user_reply": "I prefer trousers.", "matching_answer_labels": [ "A", "B", "D", "F" ] }, { "label": "D", "feature": "visible handbag presence", "expected_user_reply": "I prefer outfits without a visible handbag.", "matching_answer_labels": [ "A", "C", "E" ] }, { "label": "E", "feature": "visible headwear presence", "expected_user_reply": "I prefer no visible headwear.", "matching_answer_labels": [ "A", "B", "C", "D", "F" ] }, { "label": "F", "feature": "upper-garment pattern", "expected_user_reply": "I prefer solid-colored upper garments.", "matching_answer_labels": [ "A", "B", "D" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:17:30.257287+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861915+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the image hard-cuts from an indoor white studio to an outdoor street, showing a complete outfit consisting of a light blue beret, a green-and-white color-blocked fleece vest, and a white long skirt, tell me which of all the outfits that have appeared so far is best suited to me?", "language": "en" } } } }, { "turn_id": "UPC_000003_turn_000003", "query": { "text": "When the image cuts back to the white studio-shoot background, showing a complete outfit consisting of blue denim overalls paired with an off-white sailor-collar top, tell me which of all the outfits that have appeared so far is best suited to me?", "language": "en" }, "query_time_s": 321.254, "time_range": { "start_s": 321.254, "end_s": 459.526 }, "windows": { "waiting": null, "asking": { "start_s": 321.254, "end_s": 446.479, "start_frame": 9628, "end_frame": 13381 }, "answering": { "start_s": 446.479, "end_s": 456.523, "start_frame": 13381, "end_frame": 13682 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What outer-layer pattern do you currently prefer: abstract multicolor or houndstooth?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What color headwear do you currently prefer with these outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What footwear color do you currently prefer for the complete look?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer long-sleeved or short-sleeved outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What handbag color do you currently prefer: pink-toned or white?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What trouser-leg shape do you currently prefer: tapered or wide?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "f14e420d-0c80-463d-9bf9-00b225c94e37", "text": "Multicolored abstract cardigan, light blue jeans, and brown loafers.", "entity_ids": [], "target_view_id": null }, { "option_id": "b9b13471-f207-4891-bb22-174b424cf87c", "text": "Lilac ruched mini dress with red socks and white sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "fb5bd9df-f8a3-4421-b9f0-04c334305a79", "text": "Mustard floral jacket, cream top, and light blue flared jeans.", "entity_ids": [], "target_view_id": null }, { "option_id": "ef084140-77c6-4d56-b0f0-63e517daa734", "text": "Beige blazer, brown shorts, black beret, and black boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "049fc5af-5513-4702-a825-da6faa724ca2", "text": "Houndstooth vest, white shirt, pink trousers, and black beret.", "entity_ids": [], "target_view_id": null }, { "option_id": "9abe6fc1-e6d5-4e2d-b9e9-0184f59626b6", "text": "Blue denim overalls with an off-white sailor-collar blouse.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "049fc5af-5513-4702-a825-da6faa724ca2", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer black-and-white houndstooth outer-layer patterns.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "03_OSz9G-0v6BE:stale_preference:002:bb36dd20", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the image cuts back to the white studio-shoot background, showing a complete outfit consisting of blue denim overalls paired with an off-white sailor-collar top, tell me which of all the outfits that have appeared so far is best suited to me?", "historical_preference": "I preferred multicolored abstract outer-layer patterns.\nI worked in a visually eclectic art studio and preferred multicolored abstract outer-layer patterns to echo its aesthetic; I now work in a shared office instead of my former visually eclectic art studio.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 321.254, "original_segment_end_s": 459.526, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000003/evidence/turn_000003/option_001.jpg", "cases/UPC_000003/evidence/turn_000003/option_002.jpg", "cases/UPC_000003/evidence/turn_000003/option_003.jpg", "cases/UPC_000003/evidence/turn_000003/option_004.jpg", "cases/UPC_000003/evidence/turn_000003/option_005.jpg", "cases/UPC_000003/evidence/turn_000003/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切回白色棚拍背景、出现蓝色牛仔背带裤搭配米白色海军领上衣的整套穿搭时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "千鸟格马甲粉长裤" }, "wrong_answer": { "text": "彩色针织开衫牛仔裤" }, "answer_options": [ { "id": "f14e420d-0c80-463d-9bf9-00b225c94e37", "text": "彩色针织开衫牛仔裤", "image_filename": "03_OSz9G-0v6BE_t342.5s_彩色针织开衫牛仔裤.jpg" }, { "id": "b9b13471-f207-4891-bb22-174b424cf87c", "text": "淡紫泡泡袖连衣裙", "image_filename": "03_OSz9G-0v6BE_t373.5s_淡紫泡泡袖连衣裙.jpg" }, { "id": "fb5bd9df-f8a3-4421-b9f0-04c334305a79", "text": "芥黄花外套喇叭裤", "image_filename": "03_OSz9G-0v6BE_t399.5s_芥黄花外套喇叭裤.jpg" }, { "id": "ef084140-77c6-4d56-b0f0-63e517daa734", "text": "橄榄绿西装五分裤", "image_filename": "03_OSz9G-0v6BE_t426.5s_橄榄绿西装五分裤.jpg" }, { "id": "049fc5af-5513-4702-a825-da6faa724ca2", "text": "千鸟格马甲粉长裤", "image_filename": "03_OSz9G-0v6BE_t442.5s_千鸟格马甲粉长裤.jpg" }, { "id": "9abe6fc1-e6d5-4e2d-b9e9-0184f59626b6", "text": "牛仔背带裤海军领", "image_filename": "03_OSz9G-0v6BE_t450.5s_牛仔背带裤海军领.jpg" } ] } }, "preference_change_context": { "past_context": "I worked in a visually eclectic art studio and preferred multicolored abstract outer-layer patterns to echo its aesthetic.", "current_context": "I now work in a shared office instead of my former visually eclectic art studio.", "why_old_basis_expired": "Leaving that studio removed the setting-based reason for retaining my former pattern preference." }, "affected_old_preference": "I preferred multicolored abstract outer-layer patterns.", "new_preference": "I currently prefer black-and-white houndstooth outer-layer patterns.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "outer-layer pattern", "expected_user_reply": "I currently prefer black-and-white houndstooth outer-layer patterns.", "matching_answer_labels": [ "E" ] }, { "label": "B", "feature": "headwear color", "expected_user_reply": "I currently prefer black headwear.", "matching_answer_labels": [ "D", "E", "F" ] }, { "label": "C", "feature": "footwear color", "expected_user_reply": "I currently prefer black footwear.", "matching_answer_labels": [ "D", "E" ] }, { "label": "D", "feature": "sleeve length", "expected_user_reply": "I currently prefer long-sleeved outfits.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "E", "feature": "handbag color", "expected_user_reply": "I currently prefer a pink-toned handbag.", "matching_answer_labels": [ "A", "B", "E" ] }, { "label": "F", "feature": "trouser-leg shape", "expected_user_reply": "I currently prefer wide-leg trousers.", "matching_answer_labels": [ "C", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:17:32.796415+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861919+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the image cuts back to the white studio-shoot background, showing a complete outfit consisting of blue denim overalls paired with an off-white sailor-collar top, tell me which of all the outfits that have appeared so far is best suited to me?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/03_OSz9G-0v6BE/03_OSz9G-0v6BE.mp4", "duration_s": 459.592467, "width": 1920, "height": 1080, "fps": { "num": 30000, "den": 1001 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000004", "source": { "dataset": "YouTube", "video_id": "04_I5Igr0Yxt8s", "filename": "04_I5Igr0Yxt8s.mp4", "url": null, "input_filename": "04_I5Igr0Yxt8s.mp4" }, "media": { "uri": "cases/UPC_000004/video.mp4", "duration_s": 531.92, "width": 1920, "height": 1080, "frame_count": 26662, "fps": { "num": 50, "den": 1, "value": 50.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000004_turn_000001", "query": { "text": "When the scene hard-cuts to a white background and the first full-body shot appears of the model wearing an off-white sherpa coat with a light-blue denim maxi dress and dark-purple beret, now that your new workplace no longer requires white sleeveless pullovers, tell me which of all the outfits shown suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 179.8 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 147.1, "start_frame": 0, "end_frame": 7355 }, "answering": { "start_s": 147.1, "end_s": 153.08, "start_frame": 7355, "end_frame": 7654 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which dominant outfit color family do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer outfits without any visible headwear?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which white sleeveless-layer fastening style do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What neckline shape do you currently prefer in layered outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer visibly plush textures in outer layers?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What sleeve length do you currently prefer for your base layer?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "8f6440a6-0e91-4bfb-ae29-c70903657375", "text": "White cable-knit sleeveless sweater over tan blouse and beige trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "a591618c-260b-47ee-9c88-c6e58e82c567", "text": "Black textured V-neck blouse, cropped blue jeans, and brown shoulder bag.", "entity_ids": [], "target_view_id": null }, { "option_id": "fff3aa09-110f-4140-b0c1-8cddac38cc31", "text": "White fleece button-front vest over coral hoodie and beige trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "2e759f9c-2863-479d-b3b2-0d01cccc8296", "text": "Dusty-pink pantsuit with cream bow-neck blouse and statement earrings.", "entity_ids": [], "target_view_id": null }, { "option_id": "e37771bd-ea07-4375-83aa-7f4d0378cc27", "text": "Red-blue plaid blouse, black pinafore mini dress, and knee-high socks.", "entity_ids": [], "target_view_id": null }, { "option_id": "5c844e31-e10c-4757-89cd-4be8eec073bb", "text": "Off-white sherpa coat over light-blue denim dress with purple beret.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "fff3aa09-110f-4140-b0c1-8cddac38cc31", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a white sleeveless layer with visible front buttons.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "04_I5Igr0Yxt8s:stale_preference:000:7d459d7e", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the scene hard-cuts to a white background and the first full-body shot appears of the model wearing an off-white sherpa coat with a light-blue denim maxi dress and dark-purple beret, now that your new workplace no longer requires white sleeveless pullovers, tell me which of all the outfits shown suits you best?", "historical_preference": "I prefer a white sleeveless pullover without visible front fasteners.\nMy former workplace required white sleeveless pullovers without front fasteners; My new workplace no longer requires white sleeveless pullovers.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 179.8, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000004/evidence/turn_000001/option_001.jpg", "cases/UPC_000004/evidence/turn_000001/option_002.jpg", "cases/UPC_000004/evidence/turn_000001/option_003.jpg", "cases/UPC_000004/evidence/turn_000001/option_004.jpg", "cases/UPC_000004/evidence/turn_000001/option_005.jpg", "cases/UPC_000004/evidence/turn_000001/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面硬切到白色背景、模特第一次穿着米白色羊羔毛绒外套配浅蓝色牛仔长裙、戴深紫色贝雷帽的全身镜头出现时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "白羊羔背心配粉卫衣" }, "wrong_answer": { "text": "白针织背心配卡其裤" }, "answer_options": [ { "id": "8f6440a6-0e91-4bfb-ae29-c70903657375", "text": "白针织背心配卡其裤", "image_filename": "04_I5Igr0Yxt8s_t15.0s_白针织背心配卡其裤.jpg" }, { "id": "a591618c-260b-47ee-9c88-c6e58e82c567", "text": "黑色蕾丝衫配牛仔裤", "image_filename": "04_I5Igr0Yxt8s_t27.0s_黑色蕾丝衫配牛仔裤.jpg" }, { "id": "fff3aa09-110f-4140-b0c1-8cddac38cc31", "text": "白羊羔背心配粉卫衣", "image_filename": "04_I5Igr0Yxt8s_t54.0s_白羊羔背心配粉卫衣.jpg" }, { "id": "2e759f9c-2863-479d-b3b2-0d01cccc8296", "text": "藕粉色西装套装", "image_filename": "04_I5Igr0Yxt8s_t100.0s_藕粉色西装套装.jpg" }, { "id": "e37771bd-ea07-4375-83aa-7f4d0378cc27", "text": "蓝红格衬衫配黑短裙", "image_filename": "04_I5Igr0Yxt8s_t124.0s_蓝红格衬衫配黑短裙.jpg" }, { "id": "5c844e31-e10c-4757-89cd-4be8eec073bb", "text": "米白羊羔外套配牛仔裙", "image_filename": "04_I5Igr0Yxt8s_t149.0s_米白羊羔外套配牛仔裙.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace required white sleeveless pullovers without front fasteners.", "current_context": "My new workplace no longer requires white sleeveless pullovers.", "why_old_basis_expired": "The former garment-specific workplace rule no longer applies." }, "affected_old_preference": "I prefer a white sleeveless pullover without visible front fasteners.", "new_preference": "I prefer a white sleeveless layer with visible front buttons.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "dominant color family", "expected_user_reply": "I prefer prominent white elements.", "matching_answer_labels": [ "A", "C", "D", "F" ] }, { "label": "B", "feature": "visible headwear", "expected_user_reply": "I prefer no visible headwear.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "C", "feature": "fastening style of a white sleeveless layer", "expected_user_reply": "I prefer a white sleeveless layer with visible front buttons.", "matching_answer_labels": [ "C" ] }, { "label": "D", "feature": "neckline shape", "expected_user_reply": "I prefer a V-shaped neckline.", "matching_answer_labels": [ "A", "B", "C" ] }, { "label": "E", "feature": "outer-layer texture", "expected_user_reply": "I prefer visibly plush outer layers.", "matching_answer_labels": [ "C", "F" ] }, { "label": "F", "feature": "base-layer sleeve length", "expected_user_reply": "I prefer long sleeves.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:22:13.149568+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862095+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene hard-cuts to a white background and the first full-body shot appears of the model wearing an off-white sherpa coat with a light-blue denim maxi dress and dark-purple beret, now that your new workplace no longer requires white sleeveless pullovers, tell me which of all the outfits shown suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000004_turn_000002", "query": { "text": "When the close-up of a black camisole and yellow long-sleeved top first fills the frame, now that you work remotely without an office dress code, tell me which of all the outfits shown suits you best?", "language": "en" }, "query_time_s": 179.8, "time_range": { "start_s": 179.8, "end_s": 340.96 }, "windows": { "waiting": null, "asking": { "start_s": 179.8, "end_s": 335.64, "start_frame": 8990, "end_frame": 16782 }, "answering": { "start_s": 335.64, "end_s": 340.96, "start_frame": 16782, "end_frame": 17048 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which upper-body color do you currently prefer: pink, cream, or purple?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer denim or non-denim bottoms?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer outfits shown with or without a bag?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What sleeve length do you currently prefer for the main top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer sneakers, boots, or other visible footwear?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which bottom silhouette do you currently prefer: straight skirt or wide-leg trousers?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "fba4705d-59fb-40ae-98f3-1bfe076a2103", "text": "Blue oversized coat, cream sweatshirt, plaid straight skirt, tan boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "18dffbf8-8f9d-4ebc-9b5f-229e0216284f", "text": "Dusty-pink blazer, white turtleneck, and pink lace skirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "a4e868cd-47f8-4ddc-bbc5-b1345f032c58", "text": "Cream blouse, leopard-print asymmetric skirt, tan belt, gray boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "cca26cbc-648f-4b05-9fcc-7f43ab209355", "text": "Mauve fuzzy pullover, light-blue wide-leg jeans, black shoulder bag.", "entity_ids": [], "target_view_id": null }, { "option_id": "fa6113f1-b077-4852-9b1c-ceba3003e3fe", "text": "White button-front pinafore dress, purple shirt, bucket hat, sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "0e38fddd-0183-48ec-9810-da62c5867851", "text": "Black tie-strap camisole, yellow turtleneck, and light-blue jeans.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "cca26cbc-648f-4b05-9fcc-7f43ab209355", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer full-length wide-leg trousers.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "04_I5Igr0Yxt8s:stale_preference:001:1a54d71f", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the close-up of a black camisole and yellow long-sleeved top first fills the frame, now that you work remotely without an office dress code, tell me which of all the outfits shown suits you best?", "historical_preference": "I preferred a knee-length straight skirt.\nMy former office required knee-length straight skirts for client-facing work; I now work remotely without an office dress code.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 179.8, "original_segment_end_s": 340.96, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000004/evidence/turn_000002/option_001.jpg", "cases/UPC_000004/evidence/turn_000002/option_002.jpg", "cases/UPC_000004/evidence/turn_000002/option_003.jpg", "cases/UPC_000004/evidence/turn_000002/option_004.jpg", "cases/UPC_000004/evidence/turn_000002/option_005.jpg", "cases/UPC_000004/evidence/turn_000002/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面第一次出现黑色吊带上衣与黄色长袖占满整个画面的大特写时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "粉色绒卫衣配牛仔裤" }, "wrong_answer": { "text": "蓝灰大衣配棕格短裙" }, "answer_options": [ { "id": "fba4705d-59fb-40ae-98f3-1bfe076a2103", "text": "蓝灰大衣配棕格短裙", "image_filename": "04_I5Igr0Yxt8s_t191.0s_蓝灰大衣配棕格短裙.jpg" }, { "id": "18dffbf8-8f9d-4ebc-9b5f-229e0216284f", "text": "粉西装配粉蕾丝长裙", "image_filename": "04_I5Igr0Yxt8s_t219.0s_粉西装配粉蕾丝长裙.jpg" }, { "id": "a4e868cd-47f8-4ddc-bbc5-b1345f032c58", "text": "白雪纺衫配豹纹裙", "image_filename": "04_I5Igr0Yxt8s_t249.0s_白雪纺衫配豹纹裙.jpg" }, { "id": "cca26cbc-648f-4b05-9fcc-7f43ab209355", "text": "粉色绒卫衣配牛仔裤", "image_filename": "04_I5Igr0Yxt8s_t287.0s_粉色绒卫衣配牛仔裤.jpg" }, { "id": "fa6113f1-b077-4852-9b1c-ceba3003e3fe", "text": "米白背带裙配紫上衣", "image_filename": "04_I5Igr0Yxt8s_t304.0s_米白背带裙配紫上衣.jpg" }, { "id": "0e38fddd-0183-48ec-9810-da62c5867851", "text": "黑吊带配黄色长袖", "image_filename": "04_I5Igr0Yxt8s_t326.0s_黑吊带配黄色长袖.jpg" } ] } }, "preference_change_context": { "past_context": "My former office required knee-length straight skirts for client-facing work.", "current_context": "I now work remotely without an office dress code.", "why_old_basis_expired": "The workplace rule behind my former skirt requirement no longer applies." }, "affected_old_preference": "I preferred a knee-length straight skirt.", "new_preference": "I prefer full-length wide-leg trousers.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "upper-body color", "expected_user_reply": "I prefer pink upper-body clothing.", "matching_answer_labels": [ "B", "D" ] }, { "label": "B", "feature": "bottom fabric appearance", "expected_user_reply": "I prefer denim bottoms.", "matching_answer_labels": [ "D", "F" ] }, { "label": "C", "feature": "visible bag presence", "expected_user_reply": "I prefer outfits shown with a bag.", "matching_answer_labels": [ "B", "C", "D" ] }, { "label": "D", "feature": "main top sleeve length", "expected_user_reply": "I prefer long sleeves.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "E", "feature": "visible footwear type", "expected_user_reply": "I prefer sneakers.", "matching_answer_labels": [ "D", "E" ] }, { "label": "F", "feature": "bottom garment silhouette", "expected_user_reply": "I prefer full-length wide-leg trousers.", "matching_answer_labels": [ "D" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:22:01.787054+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862099+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the close-up of a black camisole and yellow long-sleeved top first fills the frame, now that you work remotely without an office dress code, tell me which of all the outfits shown suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000004_turn_000003", "query": { "text": "When the scene hard-cuts to a solid light-gray background with a reduced overlay showing a model in a purple sweater and gray plaid wide-leg trousers, now that your office no longer has a formal dress code, tell me which of all the outfits shown currently suits you best?", "language": "en" }, "query_time_s": 340.96, "time_range": { "start_s": 340.96, "end_s": 531.9 }, "windows": { "waiting": null, "asking": { "start_s": 340.96, "end_s": 520.82, "start_frame": 17048, "end_frame": 26041 }, "answering": { "start_s": 520.82, "end_s": 528.9, "start_frame": 26041, "end_frame": 26445 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What color headwear do you currently prefer with an outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer solid or plaid trousers?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which top neckline do you currently prefer: crew, hooded, or turtleneck?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What overall outfit style do you currently prefer: tailored, sporty, or relaxed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which footwear type do you currently prefer: sneakers, boots, or flats?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer a solid or visibly patterned top?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "cd69dae8-d491-4bc7-ba91-074f896b358d", "text": "Gray plaid blazer, pale top, and light wide-leg trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "78762f73-a34f-4a43-8cf1-5c646e6b6b8e", "text": "Purple lettered sweater with loose brown trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "20e0d7d3-7998-4987-a39e-e9b9564cde1b", "text": "Gray hoodie with dark plaid tiered midi skirt and beret.", "entity_ids": [], "target_view_id": null }, { "option_id": "58af4b28-9a72-40a5-9ec1-42a228eec33b", "text": "Tan tie-neck blouse with gray plaid wide-leg trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "35684a71-45ab-4731-9a2e-557bc11becee", "text": "Belted gray fuzzy jacket, cuffed jeans, and white lace-up boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "849a17e0-9566-4347-8b85-cd977656bd54", "text": "White knotted top with black striped wide-leg track pants.", "entity_ids": [], "target_view_id": null }, { "option_id": "4a7daec5-634c-407d-aac1-2992d7d6c56e", "text": "Dusty-pink fuzzy turtleneck with beige cropped trousers and tan boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "774891eb-6892-47aa-98ba-670c064aaf0a", "text": "Purple turtleneck sweater with gray checked wide-leg trousers and tote.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "849a17e0-9566-4347-8b85-cd977656bd54", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a sporty outfit.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "04_I5Igr0Yxt8s:stale_preference:002:a22b7908", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the scene hard-cuts to a solid light-gray background with a reduced overlay showing a model in a purple sweater and gray plaid wide-leg trousers, now that your office no longer has a formal dress code, tell me which of all the outfits shown currently suits you best?", "historical_preference": "I preferred blazer-based tailored outfits.\nMy former office required tailored business attire; My office no longer has a formal dress code.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 340.96, "original_segment_end_s": 531.9, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000004/evidence/turn_000003/option_001.jpg", "cases/UPC_000004/evidence/turn_000003/option_002.jpg", "cases/UPC_000004/evidence/turn_000003/option_003.jpg", "cases/UPC_000004/evidence/turn_000003/option_004.jpg", "cases/UPC_000004/evidence/turn_000003/option_005.jpg", "cases/UPC_000004/evidence/turn_000003/option_006.jpg", "cases/UPC_000004/evidence/turn_000003/option_007.jpg", "cases/UPC_000004/evidence/turn_000003/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面硬切、整幅背景变成一块浅灰色纯色底、模特穿紫色毛衣配灰色格纹阔腿裤的镜头被缩小叠在上面时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "白色卫衣配黑运动裤" }, "wrong_answer": { "text": "灰格纹西装配灰长裤" }, "answer_options": [ { "id": "cd69dae8-d491-4bc7-ba91-074f896b358d", "text": "灰格纹西装配灰长裤", "image_filename": "04_I5Igr0Yxt8s_t358.0s_灰格纹西装配灰长裤.jpg" }, { "id": "78762f73-a34f-4a43-8cf1-5c646e6b6b8e", "text": "紫色字母毛衣配棕裤", "image_filename": "04_I5Igr0Yxt8s_t375.0s_紫色字母毛衣配棕裤.jpg" }, { "id": "20e0d7d3-7998-4987-a39e-e9b9564cde1b", "text": "灰卫衣配墨绿格纹裙", "image_filename": "04_I5Igr0Yxt8s_t389.0s_灰卫衣配墨绿格纹裙.jpg" }, { "id": "58af4b28-9a72-40a5-9ec1-42a228eec33b", "text": "焦糖上衣配灰格阔腿裤", "image_filename": "04_I5Igr0Yxt8s_t411.0s_焦糖上衣配灰格阔腿裤.jpg" }, { "id": "35684a71-45ab-4731-9a2e-557bc11becee", "text": "灰绿毛呢外套配牛仔裤", "image_filename": "04_I5Igr0Yxt8s_t449.0s_灰绿毛呢外套配牛仔裤.jpg" }, { "id": "849a17e0-9566-4347-8b85-cd977656bd54", "text": "白色卫衣配黑运动裤", "image_filename": "04_I5Igr0Yxt8s_t474.0s_白色卫衣配黑运动裤.jpg" }, { "id": "4a7daec5-634c-407d-aac1-2992d7d6c56e", "text": "藕粉绒高领配米色裤", "image_filename": "04_I5Igr0Yxt8s_t490.0s_藕粉绒高领配米色裤.jpg" }, { "id": "774891eb-6892-47aa-98ba-670c064aaf0a", "text": "紫色毛衣配格纹阔腿裤", "image_filename": "04_I5Igr0Yxt8s_t526.0s_紫色毛衣配格纹阔腿裤.jpg" } ] } }, "preference_change_context": { "past_context": "My former office required tailored business attire.", "current_context": "My office no longer has a formal dress code.", "why_old_basis_expired": "The formal requirement supporting my tailored preference has ended." }, "affected_old_preference": "I preferred blazer-based tailored outfits.", "new_preference": "I now prefer a sporty outfit.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "F" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "headwear color", "expected_user_reply": "I prefer black headwear.", "matching_answer_labels": [ "C", "F" ] }, { "label": "B", "feature": "trouser pattern", "expected_user_reply": "I prefer solid trousers.", "matching_answer_labels": [ "A", "B", "E", "F", "G" ] }, { "label": "C", "feature": "top neckline", "expected_user_reply": "I prefer a crew neckline.", "matching_answer_labels": [ "A", "B", "F" ] }, { "label": "D", "feature": "overall outfit style", "expected_user_reply": "I now prefer a sporty outfit.", "matching_answer_labels": [ "F" ] }, { "label": "E", "feature": "footwear type", "expected_user_reply": "I prefer sneakers.", "matching_answer_labels": [ "A", "C", "F", "H" ] }, { "label": "F", "feature": "top pattern", "expected_user_reply": "I prefer a solid top.", "matching_answer_labels": [ "C", "D", "E", "F", "G", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:22:04.352997+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862102+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene hard-cuts to a solid light-gray background with a reduced overlay showing a model in a purple sweater and gray plaid wide-leg trousers, now that your office no longer has a formal dress code, tell me which of all the outfits shown currently suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/04_I5Igr0Yxt8s/04_I5Igr0Yxt8s.mp4", "duration_s": 531.92, "width": 1920, "height": 1080, "fps": { "num": 50, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000005", "source": { "dataset": "YouTube", "video_id": "05_dmIkfHvdw5s", "filename": "05_dmIkfHvdw5s.mp4", "url": null, "input_filename": "05_dmIkfHvdw5s.mp4" }, "media": { "uri": "cases/UPC_000005/video.mp4", "duration_s": 989.8889, "width": 1920, "height": 1080, "frame_count": 29826, "fps": { "num": 30000, "den": 1001, "value": 29.97002997002997 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000005_turn_000001", "query": { "text": "When the image cuts to the supermarket freezer section and the camera faces the rows of frozen meal boxes inside the glass case, tell me which of all the frozen ready-meal entrées that have appeared so far is best suited to me?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 370.237 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 310.71, "start_frame": 0, "end_frame": 9312 }, "answering": { "start_s": 310.71, "end_s": 316.316, "start_frame": 9312, "end_frame": 9480 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What color meal tray do you currently prefer for your meal?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "How do you currently prefer the main entrée to be presented?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which visible vegetable color do you currently prefer in the side compartment?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What shape do you prefer for the dark side portion?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "How do you prefer the potato side to be visibly prepared?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "How much visible brown sauce do you prefer around the entrée?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "71238070-e5c2-49b0-b734-22c83dcc8947", "text": "White four-compartment fried chicken tray with corn, potatoes, and dark square.", "entity_ids": [], "target_view_id": null }, { "option_id": "d454c68d-15e1-4a7f-8ccd-7c65d30cf8e6", "text": "Black tray with three golden pieces, corn, potatoes, and reddish sauce.", "entity_ids": [], "target_view_id": null }, { "option_id": "c4e50739-e52c-441d-b35d-9aa0a371e24c", "text": "White tray with gravy-covered turkey, stuffing, potatoes, green beans, and dark square.", "entity_ids": [], "target_view_id": null }, { "option_id": "ef1b3d16-d6d4-424f-aadd-e9d654e9e92f", "text": "Black tray with orange rectangular entrée, brown sauce, corn, and potatoes.", "entity_ids": [], "target_view_id": null }, { "option_id": "4e1c519e-8856-4fc0-94f5-5c120b8492ee", "text": "White tray labeled Salisbury Beef Steakette with Gravy, corn, and potatoes.", "entity_ids": [], "target_view_id": null }, { "option_id": "9488f8de-90a6-472e-b66a-38259edd23b1", "text": "Black tray labeled Meat Loaf & Gravy with green beans and potatoes.", "entity_ids": [], "target_view_id": null }, { "option_id": "7659b32c-29a4-4356-a61e-8b98dccbcab1", "text": "Blue Swanson Stuffing Baked Turkey box showing breaded pieces and vegetables.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "c4e50739-e52c-441d-b35d-9aa0a371e24c", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer two gravy-covered entrée slices.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "05_dmIkfHvdw5s:stale_preference:000:f8908cf6", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the image cuts to the supermarket freezer section and the camera faces the rows of frozen meal boxes inside the glass case, tell me which of all the frozen ready-meal entrées that have appeared so far is best suited to me?", "historical_preference": "I preferred two separate breaded entrée pieces.\nI previously ate rushed lunches without a table, favoring two separate breaded entrée pieces; I now work from home and can eat at a table.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 370.237, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000005/evidence/turn_000001/option_001.jpg", "cases/UPC_000005/evidence/turn_000001/option_002.jpg", "cases/UPC_000005/evidence/turn_000001/option_003.jpg", "cases/UPC_000005/evidence/turn_000001/option_004.jpg", "cases/UPC_000005/evidence/turn_000001/option_005.jpg", "cases/UPC_000005/evidence/turn_000001/option_006.jpg", "cases/UPC_000005/evidence/turn_000001/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到超市冷冻柜前、镜头正对玻璃柜里成排的冷冻餐盒时，告诉我目前出现的所有冷冻速食正餐哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "火鸡配填料青豆" }, "wrong_answer": { "text": "炸鸡配玉米土豆泥" }, "answer_options": [ { "id": "71238070-e5c2-49b0-b734-22c83dcc8947", "text": "炸鸡配玉米土豆泥", "image_filename": "05_dmIkfHvdw5s_t4.3s_炸鸡配玉米土豆泥.jpg" }, { "id": "d454c68d-15e1-4a7f-8ccd-7c65d30cf8e6", "text": "鸡柳条配烧烤酱", "image_filename": "05_dmIkfHvdw5s_t68.8s_鸡柳条配烧烤酱.jpg" }, { "id": "c4e50739-e52c-441d-b35d-9aa0a371e24c", "text": "火鸡配填料青豆", "image_filename": "05_dmIkfHvdw5s_t124.3s_火鸡配填料青豆.jpg" }, { "id": "ef1b3d16-d6d4-424f-aadd-e9d654e9e92f", "text": "无骨猪肋排配玉米", "image_filename": "05_dmIkfHvdw5s_t166.8s_无骨猪肋排配玉米.jpg" }, { "id": "4e1c519e-8856-4fc0-94f5-5c120b8492ee", "text": "索尔兹伯里牛肉饼", "image_filename": "05_dmIkfHvdw5s_t211.8s_索尔兹伯里牛肉饼.jpg" }, { "id": "9488f8de-90a6-472e-b66a-38259edd23b1", "text": "肉糕配青豆肉汁", "image_filename": "05_dmIkfHvdw5s_t275.4s_肉糕配青豆肉汁.jpg" }, { "id": "7659b32c-29a4-4356-a61e-8b98dccbcab1", "text": "裹粉火鸡配填料", "image_filename": "05_dmIkfHvdw5s_t314.4s_裹粉火鸡配填料.jpg" } ] } }, "preference_change_context": { "past_context": "I previously ate rushed lunches without a table, favoring two separate breaded entrée pieces.", "current_context": "I now work from home and can eat at a table.", "why_old_basis_expired": "My former need for separately presented breaded pieces no longer applies." }, "affected_old_preference": "I preferred two separate breaded entrée pieces.", "new_preference": "I prefer two gravy-covered entrée slices.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "meal tray color", "expected_user_reply": "I prefer a white meal tray.", "matching_answer_labels": [ "A", "C", "E" ] }, { "label": "B", "feature": "main entrée presentation", "expected_user_reply": "I prefer two gravy-covered entrée slices.", "matching_answer_labels": [ "C" ] }, { "label": "C", "feature": "vegetable side color", "expected_user_reply": "I prefer a green vegetable side.", "matching_answer_labels": [ "C", "F" ] }, { "label": "D", "feature": "dark side portion shape", "expected_user_reply": "I prefer a rectangular dark side portion.", "matching_answer_labels": [ "A", "C", "D", "E", "F" ] }, { "label": "E", "feature": "potato preparation appearance", "expected_user_reply": "I prefer visibly mashed potatoes.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "F", "feature": "brown sauce placement", "expected_user_reply": "I prefer the entrée surrounded by brown sauce.", "matching_answer_labels": [ "C", "D", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:17:56.776443+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861923+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the image cuts to the supermarket freezer section and the camera faces the rows of frozen meal boxes inside the glass case, tell me which of all the frozen ready-meal entrées that have appeared so far is best suited to me?", "language": "en" } } } }, { "turn_id": "UPC_000005_turn_000002", "query": { "text": "When the image becomes a left-right split screen comparing two beef patty meals, with a white plate captioned Salisbury on the left and a black tray captioned Grilled on the right, tell me which of all the frozen ready-meal entrées that have appeared so far is best suited to me?", "language": "en" }, "query_time_s": 370.237, "time_range": { "start_s": 370.237, "end_s": 720.286 }, "windows": { "waiting": null, "asking": { "start_s": 370.237, "end_s": 691.191, "start_frame": 11096, "end_frame": 20715 }, "answering": { "start_s": 691.191, "end_s": 697.997, "start_frame": 20715, "end_frame": 20919 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What main-item serving format do you currently prefer for your meal?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which visible side vegetable do you currently prefer with your meal?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which color do you prefer for the small upper-center portion?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which visible potato presentation do you currently prefer with your meal?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which visible container presentation do you currently prefer for your meal?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which visible main-item color do you currently prefer in your meal?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "2ffd4f46-fcc5-4b56-b22b-74cec9a4894a", "text": "White divided tray with seven small breaded rounds, corn, sauce, potatoes.", "entity_ids": [], "target_view_id": null }, { "option_id": "9b15f8c2-6c7b-4cc1-95b7-97c2bcfc4173", "text": "White divided tray with three breaded ovals, corn, dessert, mashed potatoes.", "entity_ids": [], "target_view_id": null }, { "option_id": "356cca53-f72a-454c-b627-435e22392c01", "text": "White divided tray with four breaded strips, mixed vegetables, dessert, potatoes.", "entity_ids": [], "target_view_id": null }, { "option_id": "0fd40e33-ce7f-4129-9d82-99c210bbd9bd", "text": "White divided tray with four orange breaded strips, corn, dessert, potatoes.", "entity_ids": [], "target_view_id": null }, { "option_id": "1275213e-fe06-4ff6-b233-9fc0dc3b1035", "text": "Blue HUNGRY-MAN Turkey box showing sliced meat, potatoes, corn, stuffing.", "entity_ids": [], "target_view_id": null }, { "option_id": "ecea01ed-283c-42be-a4f2-391e81f3ed50", "text": "White divided tray with two round patties, brown gravy, green beans.", "entity_ids": [], "target_view_id": null }, { "option_id": "6cd21790-c360-4bef-aec0-217e16b4d550", "text": "White tray with two irregular pieces, reddish gravy, corn, potatoes.", "entity_ids": [], "target_view_id": null }, { "option_id": "1173e9a8-ff62-4c4f-a838-39e41ece0b28", "text": "Blue HUNGRY-MAN Grilled Beef Steakettes box showing two sauced patties.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ecea01ed-283c-42be-a4f2-391e81f3ed50", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer two broad round pieces served together in gravy.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "05_dmIkfHvdw5s:stale_preference:001:bd1d154d", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the image becomes a left-right split screen comparing two beef patty meals, with a white plate captioned Salisbury on the left and a black tray captioned Grilled on the right, tell me which of all the frozen ready-meal entrées that have appeared so far is best suited to me?", "historical_preference": "I preferred several bite-sized round pieces with sauce kept separately.\nI previously ate during brief office breaks and needed bite-sized pieces with sauce separated; I now work from home and have a full lunch break.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 370.237, "original_segment_end_s": 720.286, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000005/evidence/turn_000002/option_001.jpg", "cases/UPC_000005/evidence/turn_000002/option_002.jpg", "cases/UPC_000005/evidence/turn_000002/option_003.jpg", "cases/UPC_000005/evidence/turn_000002/option_004.jpg", "cases/UPC_000005/evidence/turn_000002/option_005.jpg", "cases/UPC_000005/evidence/turn_000002/option_006.jpg", "cases/UPC_000005/evidence/turn_000002/option_007.jpg", "cases/UPC_000005/evidence/turn_000002/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面变成左右分屏、左边白盘字幕 Salisbury、右边黑托盘字幕 Grilled 地对比两份牛肉饼餐时，告诉我目前出现的所有冷冻速食正餐哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "索尔兹伯里牛肉饼" }, "wrong_answer": { "text": "爆米花炸鸡块餐" }, "answer_options": [ { "id": "2ffd4f46-fcc5-4b56-b22b-74cec9a4894a", "text": "爆米花炸鸡块餐", "image_filename": "05_dmIkfHvdw5s_t412.4s_爆米花炸鸡块餐.jpg" }, { "id": "9b15f8c2-6c7b-4cc1-95b7-97c2bcfc4173", "text": "炸鸡排配土豆泥", "image_filename": "05_dmIkfHvdw5s_t463.4s_炸鸡排配土豆泥.jpg" }, { "id": "356cca53-f72a-454c-b627-435e22392c01", "text": "啤酒面糊炸鸡柳", "image_filename": "05_dmIkfHvdw5s_t497.9s_啤酒面糊炸鸡柳.jpg" }, { "id": "0fd40e33-ce7f-4129-9d82-99c210bbd9bd", "text": "水牛城辣味鸡排", "image_filename": "05_dmIkfHvdw5s_t548.9s_水牛城辣味鸡排.jpg" }, { "id": "1275213e-fe06-4ff6-b233-9fc0dc3b1035", "text": "火鸡配肉汁蔓越莓", "image_filename": "05_dmIkfHvdw5s_t584.9s_火鸡配肉汁蔓越莓.jpg" }, { "id": "ecea01ed-283c-42be-a4f2-391e81f3ed50", "text": "索尔兹伯里牛肉饼", "image_filename": "05_dmIkfHvdw5s_t627.9s_索尔兹伯里牛肉饼.jpg" }, { "id": "6cd21790-c360-4bef-aec0-217e16b4d550", "text": "烧烤酱肋排餐", "image_filename": "05_dmIkfHvdw5s_t659.4s_烧烤酱肋排餐.jpg" }, { "id": "1173e9a8-ff62-4c4f-a838-39e41ece0b28", "text": "炭烤牛肉饼餐", "image_filename": "05_dmIkfHvdw5s_t689.4s_炭烤牛肉饼餐.jpg" } ] } }, "preference_change_context": { "past_context": "I previously ate during brief office breaks and needed bite-sized pieces with sauce separated.", "current_context": "I now work from home and have a full lunch break.", "why_old_basis_expired": "A full lunch break at home removes the need for the former quick format." }, "affected_old_preference": "I preferred several bite-sized round pieces with sauce kept separately.", "new_preference": "I prefer two broad round pieces served together in gravy.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "F" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "main-item serving format", "expected_user_reply": "I prefer two broad round pieces served together in gravy.", "matching_answer_labels": [ "F" ] }, { "label": "B", "feature": "side vegetable type", "expected_user_reply": "I prefer visible green beans.", "matching_answer_labels": [ "C", "F", "H" ] }, { "label": "C", "feature": "upper-center portion color", "expected_user_reply": "I prefer a dark brown upper-center portion.", "matching_answer_labels": [ "A", "B", "C", "D", "F", "G" ] }, { "label": "D", "feature": "potato presentation", "expected_user_reply": "I prefer pale mashed potatoes.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H" ] }, { "label": "E", "feature": "container presentation", "expected_user_reply": "I prefer a white compartmented tray.", "matching_answer_labels": [ "A", "B", "C", "D", "F", "G" ] }, { "label": "F", "feature": "main-item color", "expected_user_reply": "I prefer a brown-colored main item.", "matching_answer_labels": [ "F", "G", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:18:43.561387+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861927+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the image becomes a left-right split screen comparing two beef patty meals, with a white plate captioned Salisbury on the left and a black tray captioned Grilled on the right, tell me which of all the frozen ready-meal entrées that have appeared so far is best suited to me?", "language": "en" } } } }, { "turn_id": "UPC_000005_turn_000003", "query": { "text": "When a Swanson pie box with a red label strip and the words Beef Pie drops onto the white-background image, tell me which of all the frozen ready-meal entrées that have appeared so far is best suited to me?", "language": "en" }, "query_time_s": 720.286, "time_range": { "start_s": 720.286, "end_s": 989.789 }, "windows": { "waiting": null, "asking": { "start_s": 720.286, "end_s": 976.309, "start_frame": 21587, "end_frame": 29260 }, "answering": { "start_s": 976.309, "end_s": 986.786, "start_frame": 29260, "end_frame": 29574 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer boxed packaging over an unpackaged bowl presentation?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer a round pie rather than a bowl meal?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which visible accent color do you currently prefer among these meal presentations?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer packaging visibly marked with a 200 g weight?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer a package with a white information panel?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer meal imagery that visibly includes green peas?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "f80a38a1-8526-4c89-97bc-4fe3b72a095e", "text": "Round tan bowl with pale mashed potatoes, corn, and beige gravy.", "entity_ids": [], "target_view_id": null }, { "option_id": "2fe66697-6cc1-485b-9a47-0d43db192848", "text": "Round tan bowl filled with yellow macaroni and browned pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "a5fbd94b-5755-4119-b0e9-bc99e677330f", "text": "Blue Swanson Chicken Pot Pie box with green panel.", "entity_ids": [], "target_view_id": null }, { "option_id": "37e47b3f-6130-4693-ae37-13528d6222a3", "text": "Blue Swanson Turkey Pie box with purple panel.", "entity_ids": [], "target_view_id": null }, { "option_id": "05568ba2-2ee4-4df6-a610-3e9b5c5a2f07", "text": "Blue Swanson Beef Pie box with red panel.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "37e47b3f-6130-4693-ae37-13528d6222a3", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer a purple accent.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "05_dmIkfHvdw5s:stale_preference:002:f23cf40c", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When a Swanson pie box with a red label strip and the words Beef Pie drops onto the white-background image, tell me which of all the frozen ready-meal entrées that have appeared so far is best suited to me?", "historical_preference": "I preferred mostly pale beige meal presentations.\nI ate at home in a beige kitchen and favored pale beige presentations; I now eat lunch in a shared office kitchenette with neutral decor.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 720.286, "original_segment_end_s": 989.789, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000005/evidence/turn_000003/option_001.jpg", "cases/UPC_000005/evidence/turn_000003/option_002.jpg", "cases/UPC_000005/evidence/turn_000003/option_003.jpg", "cases/UPC_000005/evidence/turn_000003/option_004.jpg", "cases/UPC_000005/evidence/turn_000003/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当白底画面上落下一个红色标条、字幕写着 Beef Pie 的 Swanson 派盒时，告诉我目前出现的所有冷冻速食正餐哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "火鸡派" }, "wrong_answer": { "text": "乡村炸鸡土豆泥碗" }, "answer_options": [ { "id": "f80a38a1-8526-4c89-97bc-4fe3b72a095e", "text": "乡村炸鸡土豆泥碗", "image_filename": "05_dmIkfHvdw5s_t730.4s_乡村炸鸡土豆泥碗.jpg" }, { "id": "2fe66697-6cc1-485b-9a47-0d43db192848", "text": "水牛城辣芝士通心粉碗", "image_filename": "05_dmIkfHvdw5s_t850.4s_水牛城辣芝士通心粉碗.jpg" }, { "id": "a5fbd94b-5755-4119-b0e9-bc99e677330f", "text": "鸡肉蔬菜派", "image_filename": "05_dmIkfHvdw5s_t895.4s_鸡肉蔬菜派.jpg" }, { "id": "37e47b3f-6130-4693-ae37-13528d6222a3", "text": "火鸡派", "image_filename": "05_dmIkfHvdw5s_t940.4s_火鸡派.jpg" }, { "id": "05568ba2-2ee4-4df6-a610-3e9b5c5a2f07", "text": "牛肉蔬菜派", "image_filename": "05_dmIkfHvdw5s_t978.9s_牛肉蔬菜派.jpg" } ] } }, "preference_change_context": { "past_context": "I ate at home in a beige kitchen and favored pale beige presentations.", "current_context": "I now eat lunch in a shared office kitchenette with neutral decor.", "why_old_basis_expired": "Leaving my beige kitchen removed the color-matching reason for my old preference." }, "affected_old_preference": "I preferred mostly pale beige meal presentations.", "new_preference": "I currently prefer a purple accent.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "packaging format", "expected_user_reply": "I currently prefer boxed packaging.", "matching_answer_labels": [ "C", "D", "E" ] }, { "label": "B", "feature": "meal form", "expected_user_reply": "I currently prefer a round pie.", "matching_answer_labels": [ "C", "D", "E" ] }, { "label": "C", "feature": "visible accent color", "expected_user_reply": "I currently prefer a purple accent.", "matching_answer_labels": [ "D" ] }, { "label": "D", "feature": "printed net weight", "expected_user_reply": "I currently prefer packaging visibly marked 200 g.", "matching_answer_labels": [ "C", "D", "E" ] }, { "label": "E", "feature": "information panel presence", "expected_user_reply": "I currently prefer a white information panel.", "matching_answer_labels": [ "C", "D", "E" ] }, { "label": "F", "feature": "depicted vegetable", "expected_user_reply": "I currently prefer imagery with green peas.", "matching_answer_labels": [ "C", "D", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:18:14.251394+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861931+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a Swanson pie box with a red label strip and the words Beef Pie drops onto the white-background image, tell me which of all the frozen ready-meal entrées that have appeared so far is best suited to me?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/05_dmIkfHvdw5s/05_dmIkfHvdw5s.mp4", "duration_s": 989.8889, "width": 1920, "height": 1080, "fps": { "num": 30000, "den": 1001 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000006", "source": { "dataset": "YouTube", "video_id": "06_d_JABxwbuJE", "filename": "06_d_JABxwbuJE.mp4", "url": null, "input_filename": "06_d_JABxwbuJE.mp4" }, "media": { "uri": "cases/UPC_000006/video.mp4", "duration_s": 593.633333, "width": 1920, "height": 1080, "frame_count": 17960, "fps": { "num": 30, "den": 1, "value": 30.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000006_turn_000001", "query": { "text": "When the image hard-cuts to two hands holding a pink handgun-shaped candy horizontally in front of the camera, tell me which of all the snacks that have appeared so far is best suited to me?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 125.2 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 116.067, "start_frame": 0, "end_frame": 3482 }, "answering": { "start_s": 116.067, "end_s": 125.2, "start_frame": 3482, "end_frame": 3756 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer transparent packaging or fully opaque packaging?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which dominant visible color do you currently prefer: red, yellow, or dark brown?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer flexible wrappers or rigid boxes?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you prefer packaging with a white rectangular sticker?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer designs without illustrated character artwork?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you prefer snacks with many round pieces visibly displayed?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "fd9a1af3-7cfa-45e7-bc99-d002960e86da", "text": "Red-and-white rectangular box with “Cool” and illustrated crowned face.", "entity_ids": [], "target_view_id": null }, { "option_id": "1dc6b9c3-87c6-4d87-83a8-d58f7b0d7dd1", "text": "Blue-green rectangular box illustrated with sheep and pastoral scenery.", "entity_ids": [], "target_view_id": null }, { "option_id": "21748101-6cee-4d5b-a346-3a9ce776fbe8", "text": "Clear outer bag containing multiple yellow “Dr. Nike” packets.", "entity_ids": [], "target_view_id": null }, { "option_id": "f9258cd9-5c80-419d-8810-16d6311b18da", "text": "Clear plastic bag densely filled with glossy dark-brown round candies.", "entity_ids": [], "target_view_id": null }, { "option_id": "e02a4b85-f5eb-47c7-a2f1-764fde5fa9ea", "text": "Clear orange-edged wrapper featuring cartoon burger and “BIG BURGER” text.", "entity_ids": [], "target_view_id": null }, { "option_id": "baf5e903-0633-4f7a-a489-14bb3cfc56f1", "text": "Pink-and-white pistol-shaped card displaying multicolored round candies.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "f9258cd9-5c80-419d-8810-16d6311b18da", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer a predominantly dark-brown presentation.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "06_d_JABxwbuJE:stale_preference:000:90d45d4a", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the image hard-cuts to two hands holding a pink handgun-shaped candy horizontally in front of the camera, tell me which of all the snacks that have appeared so far is best suited to me?", "historical_preference": "I preferred a predominantly red presentation.\nI previously coordinated snack presentations with my red-themed home office; I have moved from my red-themed home office to a neutral shared studio.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 125.2, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000006/evidence/turn_000001/option_001.jpg", "cases/UPC_000006/evidence/turn_000001/option_002.jpg", "cases/UPC_000006/evidence/turn_000001/option_003.jpg", "cases/UPC_000006/evidence/turn_000001/option_004.jpg", "cases/UPC_000006/evidence/turn_000001/option_005.jpg", "cases/UPC_000006/evidence/turn_000001/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面硬切成双手把粉红色手枪造型糖果横向平举到镜头前时，告诉我目前出现的所有零食哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "巧克力豆" }, "wrong_answer": { "text": "凉喉糖红色纸盒" }, "answer_options": [ { "id": "fd9a1af3-7cfa-45e7-bc99-d002960e86da", "text": "凉喉糖红色纸盒", "image_filename": "06_d_JABxwbuJE_t1.1s_涼喉糖紅色紙盒.jpg" }, { "id": "1dc6b9c3-87c6-4d87-83a8-d58f7b0d7dd1", "text": "羊妈妈羊乳片", "image_filename": "06_d_JABxwbuJE_t17.6s_羊媽媽羊乳片.jpg" }, { "id": "21748101-6cee-4d5b-a346-3a9ce776fbe8", "text": "王子面黄色袋", "image_filename": "06_d_JABxwbuJE_t56.6s_王子麵黃色袋.jpg" }, { "id": "f9258cd9-5c80-419d-8810-16d6311b18da", "text": "巧克力豆", "image_filename": "06_d_JABxwbuJE_t68.6s_巧克力豆.jpg" }, { "id": "e02a4b85-f5eb-47c7-a2f1-764fde5fa9ea", "text": "汉堡软糖", "image_filename": "06_d_JABxwbuJE_t88.6s_漢堡軟糖.jpg" }, { "id": "baf5e903-0633-4f7a-a489-14bb3cfc56f1", "text": "粉红手枪糖", "image_filename": "06_d_JABxwbuJE_t116.6s_粉紅手槍糖.jpg" } ] } }, "preference_change_context": { "past_context": "I previously coordinated snack presentations with my red-themed home office.", "current_context": "I have moved from my red-themed home office to a neutral shared studio.", "why_old_basis_expired": "The move removed the red décor that justified automatically reusing my former color preference." }, "affected_old_preference": "I preferred a predominantly red presentation.", "new_preference": "I currently prefer a predominantly dark-brown presentation.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "packaging transparency", "expected_user_reply": "I currently prefer transparent packaging.", "matching_answer_labels": [ "C", "D", "E" ] }, { "label": "B", "feature": "dominant visible color", "expected_user_reply": "I currently prefer a predominantly dark-brown presentation.", "matching_answer_labels": [ "D" ] }, { "label": "C", "feature": "flexible versus rigid packaging", "expected_user_reply": "I currently prefer flexible wrappers.", "matching_answer_labels": [ "C", "D", "E" ] }, { "label": "D", "feature": "white rectangular sticker", "expected_user_reply": "I prefer packaging with a white rectangular sticker.", "matching_answer_labels": [ "B", "C", "D", "E" ] }, { "label": "E", "feature": "illustrated character artwork", "expected_user_reply": "I currently prefer designs without illustrated character artwork.", "matching_answer_labels": [ "D", "F" ] }, { "label": "F", "feature": "visible round pieces", "expected_user_reply": "I prefer snacks with many round pieces visibly displayed.", "matching_answer_labels": [ "D", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:18:03.557387+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861935+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the image hard-cuts to two hands holding a pink handgun-shaped candy horizontally in front of the camera, tell me which of all the snacks that have appeared so far is best suited to me?", "language": "en" } } } }, { "turn_id": "UPC_000006_turn_000002", "query": { "text": "When the image hard-cuts to a hand holding up a package of fried-egg gummy candy and the yellow subtitle “fried-egg gummy candy” appears in the lower-left corner, tell me which of all the snacks that have appeared so far is best suited to me?", "language": "en" }, "query_time_s": 125.2, "time_range": { "start_s": 125.2, "end_s": 281.9 }, "windows": { "waiting": null, "asking": { "start_s": 125.2, "end_s": 266.0, "start_frame": 3756, "end_frame": 7980 }, "answering": { "start_s": 266.0, "end_s": 277.6, "start_frame": 7980, "end_frame": 8328 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What packaging format do you currently prefer for storing your snacks?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What dominant snack color do you currently find most appealing?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "How transparent do you currently prefer the outer snack packaging?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer snacks that include rounded pieces?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which printed accent color do you currently prefer on snack packaging?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "How many snack pieces do you currently prefer seeing at once?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "cfe47e6e-b453-4760-9464-686a8df56207", "text": "Several shiny silver foil packets with black printing and a barcode.", "entity_ids": [], "target_view_id": null }, { "option_id": "67b48fdb-6d56-407c-9af3-efb112cddab1", "text": "Clear rectangular case holding pale rings and red-printed cube-shaped pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "4ed21912-b7ed-4897-a8ea-ec544ad64ba4", "text": "Clear tray containing multiple translucent amber and red bottle-shaped pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "f7835a8e-6b1f-4d7c-b3b5-a33453cc2725", "text": "Translucent red rectangular piece with a white graphic on its wrapper.", "entity_ids": [], "target_view_id": null }, { "option_id": "26bb7458-2f07-496e-9516-c3da044331e2", "text": "Clear bag containing many small beige flakes with red Chinese printing.", "entity_ids": [], "target_view_id": null }, { "option_id": "b4df2b11-781a-471c-82a4-0b5b9cc5e9b8", "text": "White fried-egg-shaped piece with a raised orange-yellow center.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "67b48fdb-6d56-407c-9af3-efb112cddab1", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer snacks in a rigid clear plastic case.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "06_d_JABxwbuJE:stale_preference:001:c244d00f", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the image hard-cuts to a hand holding up a package of fried-egg gummy candy and the yellow subtitle “fried-egg gummy candy” appears in the lower-left corner, tell me which of all the snacks that have appeared so far is best suited to me?", "historical_preference": "I preferred snacks in compact metallic foil packets.\nFrequent commuting made compact flexible snack packets easier for me to carry; I now work from home and have ample pantry space.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 125.2, "original_segment_end_s": 281.9, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000006/evidence/turn_000002/option_001.jpg", "cases/UPC_000006/evidence/turn_000002/option_002.jpg", "cases/UPC_000006/evidence/turn_000002/option_003.jpg", "cases/UPC_000006/evidence/turn_000002/option_004.jpg", "cases/UPC_000006/evidence/turn_000002/option_005.jpg", "cases/UPC_000006/evidence/turn_000002/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面硬切成手举起荷包蛋软糖包装、左下出现黄色字幕“荷包蛋软糖”时，告诉我目前出现的所有零食哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "口哨糖" }, "wrong_answer": { "text": "银色药锭造型糖" }, "answer_options": [ { "id": "cfe47e6e-b453-4760-9464-686a8df56207", "text": "银色药锭造型糖", "image_filename": "06_d_JABxwbuJE_t128.1s_銀色藥錠造型糖.jpg" }, { "id": "67b48fdb-6d56-407c-9af3-efb112cddab1", "text": "口哨糖", "image_filename": "06_d_JABxwbuJE_t140.6s_口哨糖.jpg" }, { "id": "4ed21912-b7ed-4897-a8ea-ec544ad64ba4", "text": "瓶子造型橡皮糖", "image_filename": "06_d_JABxwbuJE_t184.6s_瓶子造型橡皮糖.jpg" }, { "id": "f7835a8e-6b1f-4d7c-b3b5-a33453cc2725", "text": "红色薄片软糖", "image_filename": "06_d_JABxwbuJE_t191.6s_紅色薄片軟糖.jpg" }, { "id": "26bb7458-2f07-496e-9516-c3da044331e2", "text": "木瓜丝", "image_filename": "06_d_JABxwbuJE_t208.4s_木瓜絲.jpg" }, { "id": "b4df2b11-781a-471c-82a4-0b5b9cc5e9b8", "text": "荷包蛋软糖", "image_filename": "06_d_JABxwbuJE_t276.6s_荷包蛋軟糖.jpg" } ] } }, "preference_change_context": { "past_context": "Frequent commuting made compact flexible snack packets easier for me to carry.", "current_context": "I now work from home and have ample pantry space.", "why_old_basis_expired": "Daily portability and minimal storage are no longer necessary packaging requirements." }, "affected_old_preference": "I preferred snacks in compact metallic foil packets.", "new_preference": "I now prefer snacks in a rigid clear plastic case.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "B" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "packaging format", "expected_user_reply": "I now prefer snacks in a rigid clear plastic case.", "matching_answer_labels": [ "B" ] }, { "label": "B", "feature": "dominant snack color", "expected_user_reply": "I prefer predominantly white or pale snacks.", "matching_answer_labels": [ "B", "E", "F" ] }, { "label": "C", "feature": "outer packaging transparency", "expected_user_reply": "I prefer fully clear outer packaging.", "matching_answer_labels": [ "B", "C", "D", "E" ] }, { "label": "D", "feature": "piece contour", "expected_user_reply": "I prefer snacks that include rounded pieces.", "matching_answer_labels": [ "B", "F" ] }, { "label": "E", "feature": "printed accent color", "expected_user_reply": "I prefer packaging with red printed accents.", "matching_answer_labels": [ "A", "B", "E" ] }, { "label": "F", "feature": "visible piece count", "expected_user_reply": "I prefer seeing multiple snack pieces.", "matching_answer_labels": [ "B", "C", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:18:07.010220+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861940+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the image hard-cuts to a hand holding up a package of fried-egg gummy candy and the yellow subtitle “fried-egg gummy candy” appears in the lower-left corner, tell me which of all the snacks that have appeared so far is best suited to me?", "language": "en" } } } }, { "turn_id": "UPC_000006_turn_000003", "query": { "text": "When the image hard-cuts to a hand holding up a purple package of MAGIC ROCKS popping candy and the yellow subtitle “popping candy” appears below, tell me which of all the candies that have appeared so far is best suited to me?", "language": "en" }, "query_time_s": 281.9, "time_range": { "start_s": 281.9, "end_s": 414.9 }, "windows": { "waiting": null, "asking": { "start_s": 281.9, "end_s": 393.4, "start_frame": 8457, "end_frame": 11802 }, "answering": { "start_s": 393.4, "end_s": 402.1, "start_frame": 11802, "end_frame": 12063 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which fruit theme do you currently prefer on the candy packaging?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which dominant package color do you currently prefer for the candy?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer candy presented in long, narrow packaging?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer glossy, flexible wrappers around the candy?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer packaging decorated with visible fruit illustrations?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer packaging displaying visible white uppercase text?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "002e5c97-c1e3-43f5-b174-8c3c831125bc", "text": "Round pale-pink tin illustrated with red strawberries and green leaves.", "entity_ids": [], "target_view_id": null }, { "option_id": "07be38d2-b58c-4d0a-b7f2-9383e38c4500", "text": "Small white spherical candy marked with irregular blue spots.", "entity_ids": [], "target_view_id": null }, { "option_id": "4f6989db-6c75-4495-968b-a41297a32484", "text": "Curved sugar-coated candy fading from pale yellow to green.", "entity_ids": [], "target_view_id": null }, { "option_id": "ea62634f-7f7a-4e2d-ab92-8874a2922f7f", "text": "Long red candy strip inside a clear cartoon-printed wrapper.", "entity_ids": [], "target_view_id": null }, { "option_id": "d5946d7b-d6bf-4bc1-908e-f11c5e36b11e", "text": "Red-and-cream cylindrical container printed with a blue cartoon character.", "entity_ids": [], "target_view_id": null }, { "option_id": "644b026c-49de-4a6e-8d0f-e30f1108fa63", "text": "Slim purple wrapper with large white “BLUEBERRY” text and berry graphics.", "entity_ids": [], "target_view_id": null }, { "option_id": "23636c59-eadd-405d-8253-c9468cbcf1db", "text": "Purple MAGIC ROCKS box with grape graphics and multicolored lettering.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "644b026c-49de-4a6e-8d0f-e30f1108fa63", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer blueberry-themed packaging.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "06_d_JABxwbuJE:stale_preference:002:888164d5", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the image hard-cuts to a hand holding up a purple package of MAGIC ROCKS popping candy and the yellow subtitle “popping candy” appears below, tell me which of all the candies that have appeared so far is best suited to me?", "historical_preference": "I preferred candy packaging with a strawberry theme.\nI previously needed strawberry-themed packaging for a strawberry-themed party; The party has ended, and my next display has no assigned fruit theme.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 281.9, "original_segment_end_s": 414.9, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000006/evidence/turn_000003/option_001.jpg", "cases/UPC_000006/evidence/turn_000003/option_002.jpg", "cases/UPC_000006/evidence/turn_000003/option_003.jpg", "cases/UPC_000006/evidence/turn_000003/option_004.jpg", "cases/UPC_000006/evidence/turn_000003/option_005.jpg", "cases/UPC_000006/evidence/turn_000003/option_006.jpg", "cases/UPC_000006/evidence/turn_000003/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面硬切成手举起紫色 MAGIC ROCKS 跳跳糖包装、下方出现黄色字幕“跳跳糖”时，告诉我目前出现的所有糖果哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "蓝莓长条糖" }, "wrong_answer": { "text": "草莓圆盒粉红糖" }, "answer_options": [ { "id": "002e5c97-c1e3-43f5-b174-8c3c831125bc", "text": "草莓圆盒粉红糖", "image_filename": "06_d_JABxwbuJE_t282.2s_草莓圓盒粉紅糖.jpg" }, { "id": "07be38d2-b58c-4d0a-b7f2-9383e38c4500", "text": "足球巧克力", "image_filename": "06_d_JABxwbuJE_t295.6s_足球巧克力.jpg" }, { "id": "4f6989db-6c75-4495-968b-a41297a32484", "text": "青黄蕉造型软糖", "image_filename": "06_d_JABxwbuJE_t318.6s_青黃蕉造型軟糖.jpg" }, { "id": "ea62634f-7f7a-4e2d-ab92-8874a2922f7f", "text": "酸粉长条糖", "image_filename": "06_d_JABxwbuJE_t330.6s_酸粉長條糖.jpg" }, { "id": "d5946d7b-d6bf-4bc1-908e-f11c5e36b11e", "text": "口红糖", "image_filename": "06_d_JABxwbuJE_t346.6s_口紅糖.jpg" }, { "id": "644b026c-49de-4a6e-8d0f-e30f1108fa63", "text": "蓝莓长条糖", "image_filename": "06_d_JABxwbuJE_t378.4s_藍莓長條糖.jpg" }, { "id": "23636c59-eadd-405d-8253-c9468cbcf1db", "text": "紫包装跳跳糖", "image_filename": "06_d_JABxwbuJE_t394.1s_紫包裝跳跳糖.jpg" } ] } }, "preference_change_context": { "past_context": "I previously needed strawberry-themed packaging for a strawberry-themed party.", "current_context": "The party has ended, and my next display has no assigned fruit theme.", "why_old_basis_expired": "The completed party no longer provides a reason to retain its strawberry theme." }, "affected_old_preference": "I preferred candy packaging with a strawberry theme.", "new_preference": "I currently prefer blueberry-themed packaging.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "F" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "fruit theme depicted on packaging", "expected_user_reply": "I currently prefer blueberry-themed packaging.", "matching_answer_labels": [ "F" ] }, { "label": "B", "feature": "dominant package color", "expected_user_reply": "I currently prefer purple packaging.", "matching_answer_labels": [ "F", "G" ] }, { "label": "C", "feature": "long and narrow package proportions", "expected_user_reply": "I currently prefer long, narrow packaging.", "matching_answer_labels": [ "D", "E", "F" ] }, { "label": "D", "feature": "glossy flexible wrapper material", "expected_user_reply": "I currently prefer glossy, flexible wrappers.", "matching_answer_labels": [ "D", "F" ] }, { "label": "E", "feature": "presence of fruit illustrations", "expected_user_reply": "I currently prefer packaging with visible fruit illustrations.", "matching_answer_labels": [ "A", "F", "G" ] }, { "label": "F", "feature": "white uppercase package text", "expected_user_reply": "I currently prefer visible white uppercase package text.", "matching_answer_labels": [ "F", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:18:05.030958+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861943+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the image hard-cuts to a hand holding up a purple package of MAGIC ROCKS popping candy and the yellow subtitle “popping candy” appears below, tell me which of all the candies that have appeared so far is best suited to me?", "language": "en" } } } }, { "turn_id": "UPC_000006_turn_000004", "query": { "text": "When she raises the small yellow-orange packet of miancha powder with a white straw inserted in it to her chest and the subtitle “What about the last one to eat?” appears, tell me which of all the snacks shown so far is most suitable for me?", "language": "en" }, "query_time_s": 414.9, "time_range": { "start_s": 414.9, "end_s": 590.6 }, "windows": { "waiting": null, "asking": { "start_s": 414.9, "end_s": 577.2, "start_frame": 12447, "end_frame": 17316 }, "answering": { "start_s": 577.2, "end_s": 590.6, "start_frame": 17316, "end_frame": 17718 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer packaging that visibly features green?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer packaging with a transparent section?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer packaging with a large pictorial illustration?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which package format do you currently prefer: individually wrapped, boxed, or cup-style?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer packaging without twisted end closures?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer a tall or tube-like package silhouette?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "1478622d-24af-458f-9342-0efd5d6dab61", "text": "Small round item in clear red-printed wrapper with blue-purple label.", "entity_ids": [], "target_view_id": null }, { "option_id": "c282cce6-eeca-4c78-9f6f-89c32ca24030", "text": "Clear bag of white square packets printed with red Chinese text.", "entity_ids": [], "target_view_id": null }, { "option_id": "76058c69-1196-49d1-9047-3f5ce0a23f69", "text": "Tall green CHO CHO wafer snack cup with clear sprinkle dome.", "entity_ids": [], "target_view_id": null }, { "option_id": "cb998be3-168b-4809-90cb-d6960055ac49", "text": "Red spherical piece in green twisted wrapper with yellow seed pattern.", "entity_ids": [], "target_view_id": null }, { "option_id": "8493fafb-5a89-4e52-b52b-50c5510e4c1c", "text": "Slim dark brown transparent packet containing a pale wooden stick.", "entity_ids": [], "target_view_id": null }, { "option_id": "863b7b1f-bf3f-40f6-845c-47feb646dc8a", "text": "Long yellow cylindrical packet decorated with small colorful graphics.", "entity_ids": [], "target_view_id": null }, { "option_id": "b46734d9-0893-403c-8f9f-69383f4acf06", "text": "Small white box with large red strawberry illustration and lettering.", "entity_ids": [], "target_view_id": null }, { "option_id": "1584d26f-9d1d-47f0-9dda-d1c96aaa5f38", "text": "Clear twisted wrapper holding golden translucent piece with red center.", "entity_ids": [], "target_view_id": null }, { "option_id": "dc17535b-4979-4fc6-b10b-54cab444a646", "text": "Orange-yellow packet with red markings and protruding white straw.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "76058c69-1196-49d1-9047-3f5ce0a23f69", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer a cup-style package.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "06_d_JABxwbuJE:stale_preference:003:02fcff49", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 3, "canonical_question": "When she raises the small yellow-orange packet of miancha powder with a white straw inserted in it to her chest and the subtitle “What about the last one to eat?” appears, tell me which of all the snacks shown so far is most suitable for me?", "historical_preference": "I used to prefer a flat, round individually wrapped package.\nMy snacks had to fit inside a very shallow desk drawer; I now work in a larger studio with open snack shelving.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 414.9, "original_segment_end_s": 590.6, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000006/evidence/turn_000004/option_001.jpg", "cases/UPC_000006/evidence/turn_000004/option_002.jpg", "cases/UPC_000006/evidence/turn_000004/option_003.jpg", "cases/UPC_000006/evidence/turn_000004/option_004.jpg", "cases/UPC_000006/evidence/turn_000004/option_005.jpg", "cases/UPC_000006/evidence/turn_000004/option_006.jpg", "cases/UPC_000006/evidence/turn_000004/option_007.jpg", "cases/UPC_000006/evidence/turn_000004/option_008.jpg", "cases/UPC_000006/evidence/turn_000004/option_009.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当她把插着白色吸管的橘黄色面茶粉小包举到胸前、字幕出现“那最后一个要吃的呢”时，告诉我目前出现的所有零食哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "桶装卷心酥" }, "wrong_answer": { "text": "梅饼" }, "answer_options": [ { "id": "1478622d-24af-458f-9342-0efd5d6dab61", "text": "梅饼", "image_filename": "06_d_JABxwbuJE_t415.2s_梅餅.jpg" }, { "id": "c282cce6-eeca-4c78-9f6f-89c32ca24030", "text": "仙楂糖", "image_filename": "06_d_JABxwbuJE_t432.6s_仙楂糖.jpg" }, { "id": "76058c69-1196-49d1-9047-3f5ce0a23f69", "text": "桶装卷心酥", "image_filename": "06_d_JABxwbuJE_t455.6s_桶裝捲心酥.jpg" }, { "id": "cb998be3-168b-4809-90cb-d6960055ac49", "text": "草莓棒棒糖", "image_filename": "06_d_JABxwbuJE_t488.1s_草莓棒棒糖.jpg" }, { "id": "8493fafb-5a89-4e52-b52b-50c5510e4c1c", "text": "巧克力条", "image_filename": "06_d_JABxwbuJE_t509.1s_巧克力條.jpg" }, { "id": "863b7b1f-bf3f-40f6-845c-47feb646dc8a", "text": "巧克力风味酱", "image_filename": "06_d_JABxwbuJE_t531.1s_巧克力風味醬.jpg" }, { "id": "b46734d9-0893-403c-8f9f-69383f4acf06", "text": "草莓口香糖", "image_filename": "06_d_JABxwbuJE_t548.6s_草莓口香糖.jpg" }, { "id": "1584d26f-9d1d-47f0-9dda-d1c96aaa5f38", "text": "梅子麦芽糖", "image_filename": "06_d_JABxwbuJE_t560.6s_梅子麥芽糖.jpg" }, { "id": "dc17535b-4979-4fc6-b10b-54cab444a646", "text": "面茶粉", "image_filename": "06_d_JABxwbuJE_t579.6s_麵茶粉.jpg" } ] } }, "preference_change_context": { "past_context": "My snacks had to fit inside a very shallow desk drawer.", "current_context": "I now work in a larger studio with open snack shelving.", "why_old_basis_expired": "The larger open storage area removes the need for flat compact packaging." }, "affected_old_preference": "I used to prefer a flat, round individually wrapped package.", "new_preference": "I currently prefer a cup-style package.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "green visible on packaging", "expected_user_reply": "I prefer packaging that visibly features green.", "matching_answer_labels": [ "C", "D", "G", "H" ] }, { "label": "B", "feature": "transparent packaging section", "expected_user_reply": "I prefer packaging with a transparent section.", "matching_answer_labels": [ "A", "B", "C", "E", "H" ] }, { "label": "C", "feature": "large pictorial illustration", "expected_user_reply": "I prefer packaging with a large pictorial illustration.", "matching_answer_labels": [ "C", "G" ] }, { "label": "D", "feature": "package format", "expected_user_reply": "I currently prefer a cup-style package.", "matching_answer_labels": [ "C" ] }, { "label": "E", "feature": "twisted end closures", "expected_user_reply": "I prefer packaging without twisted end closures.", "matching_answer_labels": [ "B", "C", "E", "F", "G", "I" ] }, { "label": "F", "feature": "tall or tube-like silhouette", "expected_user_reply": "I prefer a tall or tube-like package silhouette.", "matching_answer_labels": [ "C", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:18:20.422243+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861947+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When she raises the small yellow-orange packet of miancha powder with a white straw inserted in it to her chest and the subtitle “What about the last one to eat?” appears, tell me which of all the snacks shown so far is most suitable for me?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/06_d_JABxwbuJE/06_d_JABxwbuJE.mp4", "duration_s": 593.633333, "width": 1920, "height": 1080, "fps": { "num": 30, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000007", "source": { "dataset": "YouTube", "video_id": "07_POVtPDn1k18", "filename": "07_POVtPDn1k18.mp4", "url": null, "input_filename": "07_POVtPDn1k18.mp4" }, "media": { "uri": "cases/UPC_000007/video.mp4", "duration_s": 817.884551, "width": 1280, "height": 720, "frame_count": 24559, "fps": { "num": 2997, "den": 100, "value": 29.97 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000007_turn_000001", "query": { "text": "When the scene cuts to full-screen pink packaging with a red cartoon strawberry winking and puckering its lips in the center, tell me which of all the cereals shown so far is most suitable for me?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 305.239 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 298.165, "start_frame": 0, "end_frame": 8936 }, "answering": { "start_s": 298.165, "end_s": 303.77, "start_frame": 8936, "end_frame": 9104 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What overall box shape do you currently prefer for cereal packaging?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer uppercase or mixed-case cereal title lettering?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you prefer cereal pieces shown inside a bowl or without one?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What front-background style do you prefer: mostly solid or multisection?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which overall package color do you currently prefer for your cereal?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you prefer a human photograph or illustrated character on the front?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_e", "correct_option_ids": [ "ask_e" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "7e6a978b-577b-481a-916a-d2b32e3af26b", "text": "Blue-and-white Twinkies box with yellow pieces in a pink-rimmed bowl.", "entity_ids": [], "target_view_id": null }, { "option_id": "9abc8107-c167-44e9-b13f-290124c9c3cc", "text": "Pink Unicorn box with rainbow, white unicorn, and colorful cereal rings.", "entity_ids": [], "target_view_id": null }, { "option_id": "634bd5ef-44fc-49d7-8cff-66684a6cff5a", "text": "Blue Jolly Rancher box with cartoon candies and colorful cereal pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "73727b36-7121-4727-99fc-08cd77f5f307", "text": "Blue-and-white Honey Bun box with tan spiral cereal in bowl.", "entity_ids": [], "target_view_id": null }, { "option_id": "b98e3511-b0d1-49b5-9822-93d678bbcd3f", "text": "Orange Wheaties box featuring a tennis player holding a racket.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "b98e3511-b0d1-49b5-9822-93d678bbcd3f", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer orange packaging.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "07_POVtPDn1k18:stale_preference:000:76f26ee6", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the scene cuts to full-screen pink packaging with a red cartoon strawberry winking and puckering its lips in the center, tell me which of all the cereals shown so far is most suitable for me?", "historical_preference": "I preferred blue-and-white packaging with pink accents.\nI displayed cereal in a blue-and-white kitchen and coordinated its packaging colors; I have moved from my blue-and-white kitchen into a neutrally decorated home.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 305.239, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000007/evidence/turn_000001/option_001.jpg", "cases/UPC_000007/evidence/turn_000001/option_002.jpg", "cases/UPC_000007/evidence/turn_000001/option_003.jpg", "cases/UPC_000007/evidence/turn_000001/option_004.jpg", "cases/UPC_000007/evidence/turn_000001/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切成全屏粉色包装、正中出现一颗眨眼嘟嘴的红色卡通草莓时，告诉我目前出现的所有麦片哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "Wheaties全麦片" }, "wrong_answer": { "text": "Twinkies蛋糕味" }, "answer_options": [ { "id": "7e6a978b-577b-481a-916a-d2b32e3af26b", "text": "Twinkies蛋糕味", "image_filename": "07_POVtPDn1k18_t41.7s_Twinkies蛋糕味.jpg" }, { "id": "9abc8107-c167-44e9-b13f-290124c9c3cc", "text": "独角兽彩虹味", "image_filename": "07_POVtPDn1k18_t72.7s_独角兽彩虹味.jpg" }, { "id": "634bd5ef-44fc-49d7-8cff-66684a6cff5a", "text": "果味硬糖味", "image_filename": "07_POVtPDn1k18_t156.7s_果味硬糖味.jpg" }, { "id": "73727b36-7121-4727-99fc-08cd77f5f307", "text": "蜂蜜面包卷味", "image_filename": "07_POVtPDn1k18_t239.7s_蜂蜜面包卷味.jpg" }, { "id": "b98e3511-b0d1-49b5-9822-93d678bbcd3f", "text": "Wheaties全麦片", "image_filename": "07_POVtPDn1k18_t287.7s_Wheaties全麦片.jpg" } ] } }, "preference_change_context": { "past_context": "I displayed cereal in a blue-and-white kitchen and coordinated its packaging colors.", "current_context": "I have moved from my blue-and-white kitchen into a neutrally decorated home.", "why_old_basis_expired": "The former color preference depended on coordinating with a kitchen I no longer have." }, "affected_old_preference": "I preferred blue-and-white packaging with pink accents.", "new_preference": "I now prefer orange packaging.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "box shape", "expected_user_reply": "I prefer upright rectangular boxes.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "B", "feature": "cereal title letter case", "expected_user_reply": "I prefer uppercase title lettering.", "matching_answer_labels": [ "B", "C", "E" ] }, { "label": "C", "feature": "cereal bowl depiction", "expected_user_reply": "I am equally happy with either presentation.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "D", "feature": "front-background style", "expected_user_reply": "I prefer a mostly solid-color front background.", "matching_answer_labels": [ "C", "E" ] }, { "label": "E", "feature": "overall package color", "expected_user_reply": "I now prefer orange packaging.", "matching_answer_labels": [ "E" ] }, { "label": "F", "feature": "front figure type", "expected_user_reply": "I am open to either photographs or illustrated characters.", "matching_answer_labels": [ "B", "C", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:18:22.519224+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861951+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene cuts to full-screen pink packaging with a red cartoon strawberry winking and puckering its lips in the center, tell me which of all the cereals shown so far is most suitable for me?", "language": "en" } } } }, { "turn_id": "UPC_000007_turn_000002", "query": { "text": "When the scene cuts to full-screen blue packaging with the yellow uppercase word BERRIES and a pile of colorful berry balls, tell me which of all the cereals shown so far is most suitable for me?", "language": "en" }, "query_time_s": 305.239, "time_range": { "start_s": 305.239, "end_s": 538.005 }, "windows": { "waiting": null, "asking": { "start_s": 305.239, "end_s": 533.0, "start_frame": 9148, "end_frame": 15974 }, "answering": { "start_s": 533.0, "end_s": 538.005, "start_frame": 15974, "end_frame": 16124 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer family-size wording or no size wording?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you prefer cereal packaging with illustrated characters or without them?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which dominant box color do you currently prefer: pink, yellow, blue, or white?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you prefer visible berry-related wording or packaging without berry wording?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you prefer packaging that pictures a cereal bowl or not?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer vertical boxes or horizontally oriented box proportions?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "4c6fbd12-a69d-4a90-9a9c-0abf22493614", "text": "Bright pink Shopkins Cutie O's family-size box with two fruit characters.", "entity_ids": [], "target_view_id": null }, { "option_id": "6574b657-3198-4af8-a7dd-cf57b7875394", "text": "Yellow Eggo family-size box with purple Blueberry Waffle Crunch banner.", "entity_ids": [], "target_view_id": null }, { "option_id": "c65fbf77-d49d-4957-b258-953863dc6871", "text": "Blue Drumstick family-size cereal box with large red-and-white logo.", "entity_ids": [], "target_view_id": null }, { "option_id": "9fa1c244-4158-4c32-9425-e2af7f51e948", "text": "Blue Cotton Candy Crunch box with cartoon captain and pink cereal.", "entity_ids": [], "target_view_id": null }, { "option_id": "5dd8c9e4-434c-45e8-bbe9-aeb0b49899b9", "text": "White Grape-Nuts box with purple base and photographed cereal bowl.", "entity_ids": [], "target_view_id": null }, { "option_id": "bc8d2021-e0f1-4664-8f96-1a19033bf404", "text": "Light-blue Baby Shark box with yellow shark and colorful cereal bowl.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "6574b657-3198-4af8-a7dd-cf57b7875394", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a predominantly yellow box.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "07_POVtPDn1k18:stale_preference:001:459fc91f", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the scene cuts to full-screen blue packaging with the yellow uppercase word BERRIES and a pile of colorful berry balls, tell me which of all the cereals shown so far is most suitable for me?", "historical_preference": "I preferred cereal boxes with a predominantly pink package.\nI used to display cereal on open shelves in a pink-accented kitchen; I now store cereal in an enclosed pantry rather than displaying it.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 305.239, "original_segment_end_s": 538.005, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000007/evidence/turn_000002/option_001.jpg", "cases/UPC_000007/evidence/turn_000002/option_002.jpg", "cases/UPC_000007/evidence/turn_000002/option_003.jpg", "cases/UPC_000007/evidence/turn_000002/option_004.jpg", "cases/UPC_000007/evidence/turn_000002/option_005.jpg", "cases/UPC_000007/evidence/turn_000002/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切成全屏蓝色包装、出现黄色大写字母 BERRIES 和一堆彩色浆果球时，告诉我目前出现的所有麦片哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "Eggo蓝莓华夫" }, "wrong_answer": { "text": "Shopkins草莓圈" }, "answer_options": [ { "id": "4c6fbd12-a69d-4a90-9a9c-0abf22493614", "text": "Shopkins草莓圈", "image_filename": "07_POVtPDn1k18_t306.7s_Shopkins草莓圈.jpg" }, { "id": "6574b657-3198-4af8-a7dd-cf57b7875394", "text": "Eggo蓝莓华夫", "image_filename": "07_POVtPDn1k18_t352.7s_Eggo蓝莓华夫.jpg" }, { "id": "c65fbf77-d49d-4957-b258-953863dc6871", "text": "Drumstick香草", "image_filename": "07_POVtPDn1k18_t387.7s_Drumstick香草.jpg" }, { "id": "9fa1c244-4158-4c32-9425-e2af7f51e948", "text": "棉花糖脆粒", "image_filename": "07_POVtPDn1k18_t423.7s_棉花糖脆粒.jpg" }, { "id": "5dd8c9e4-434c-45e8-bbe9-aeb0b49899b9", "text": "Grape-Nuts" }, { "id": "bc8d2021-e0f1-4664-8f96-1a19033bf404", "text": "Baby Shark" } ] } }, "preference_change_context": { "past_context": "I used to display cereal on open shelves in a pink-accented kitchen.", "current_context": "I now store cereal in an enclosed pantry rather than displaying it.", "why_old_basis_expired": "Matching the former kitchen's pink accents is no longer necessary." }, "affected_old_preference": "I preferred cereal boxes with a predominantly pink package.", "new_preference": "I prefer a predominantly yellow box.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "B" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible family-size wording", "expected_user_reply": "I prefer boxes labeled family size.", "matching_answer_labels": [ "A", "B", "C" ] }, { "label": "B", "feature": "illustrated character presence", "expected_user_reply": "I prefer packaging without illustrated characters.", "matching_answer_labels": [ "B", "C", "E" ] }, { "label": "C", "feature": "dominant box color", "expected_user_reply": "I prefer a predominantly yellow box.", "matching_answer_labels": [ "B" ] }, { "label": "D", "feature": "visible berry-related wording", "expected_user_reply": "I prefer packaging with visible berry-related wording.", "matching_answer_labels": [ "B", "F" ] }, { "label": "E", "feature": "pictured cereal bowl", "expected_user_reply": "I prefer packaging that pictures a cereal bowl.", "matching_answer_labels": [ "B", "D", "E", "F" ] }, { "label": "F", "feature": "box orientation", "expected_user_reply": "I prefer vertically oriented boxes.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:18:21.872029+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861955+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene cuts to full-screen blue packaging with the yellow uppercase word BERRIES and a pile of colorful berry balls, tell me which of all the cereals shown so far is most suitable for me?", "language": "en" } } } }, { "turn_id": "UPC_000007_turn_000003", "query": { "text": "When the scene cuts to a black background with a red-and-blue Weet-Bix cereal box in the center, showing two rectangular wheat biscuits with kiwifruit and berries on a white plate on the front of the box, and the box gradually enlarges, tell me which of all the cereals shown so far is most suitable for me?", "language": "en" }, "query_time_s": 538.005, "time_range": { "start_s": 538.005, "end_s": 814.781 }, "windows": { "waiting": null, "asking": { "start_s": 538.005, "end_s": 804.905, "start_frame": 16124, "end_frame": 24123 }, "answering": { "start_s": 804.905, "end_s": 814.748, "start_frame": 24123, "end_frame": 24418 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What package size wording do you currently prefer on cereal boxes?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which dominant package color do you currently prefer for cereal?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What serving vessel do you prefer shown on cereal packaging?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer cereal boxes with or without cartoon mascots?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What overall carton shape do you currently prefer for cereal packaging?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What product-name lettering style do you currently prefer on cereal boxes?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "89b614f9-63af-4a02-b5e5-d02b9c54989a", "text": "Light-blue Oops! All Berries box with multicolored cereal and giant-size banner.", "entity_ids": [], "target_view_id": null }, { "option_id": "6cbd909e-6c2a-4880-807d-84c8b4ff8b68", "text": "Golden Ezekiel 4:9 Almond box showing a grain bowl.", "entity_ids": [], "target_view_id": null }, { "option_id": "fe0674f9-9554-409f-a951-b8f0cedfda26", "text": "Yellow Kellogg's Frosted Flakes Banana Creme family-size box with tiger mascot.", "entity_ids": [], "target_view_id": null }, { "option_id": "28394d08-127f-4a51-8191-ee57225d0b07", "text": "Bright-green Sour Patch Kids box showing multicolored cereal pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "e43407f9-2c29-4489-81b0-5b626c1523ff", "text": "Red Post Shreddies box showing square cereal pieces in a bowl.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "fe0674f9-9554-409f-a951-b8f0cedfda26", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer bright-yellow cereal packaging.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "07_POVtPDn1k18:stale_preference:002:9728cea2", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the scene cuts to a black background with a red-and-blue Weet-Bix cereal box in the center, showing two rectangular wheat biscuits with kiwifruit and berries on a white plate on the front of the box, and the box gradually enlarges, tell me which of all the cereals shown so far is most suitable for me?", "historical_preference": "I preferred predominantly light-blue cereal packaging.\nMy former kitchen had blue accents, so I preferred matching cereal packaging; I have moved from my blue-accented kitchen to a neutrally decorated apartment.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 538.005, "original_segment_end_s": 814.781, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000007/evidence/turn_000003/option_001.jpg", "cases/UPC_000007/evidence/turn_000003/option_002.jpg", "cases/UPC_000007/evidence/turn_000003/option_003.jpg", "cases/UPC_000007/evidence/turn_000003/option_004.jpg", "cases/UPC_000007/evidence/turn_000003/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切成黑底、正中出现一盒红蓝配色、盒面印着白盘子里两块长方形麦砖配猕猴桃和浆果的 Weet-Bix 麦片盒并逐渐放大时，告诉我目前出现的所有麦片哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "香蕉奶油玉米片" }, "wrong_answer": { "text": "Oops全浆果球" }, "answer_options": [ { "id": "89b614f9-63af-4a02-b5e5-d02b9c54989a", "text": "Oops全浆果球", "image_filename": "07_POVtPDn1k18_t541.7s_Oops全浆果球.jpg" }, { "id": "6cbd909e-6c2a-4880-807d-84c8b4ff8b68", "text": "Ezekiel发芽谷", "image_filename": "07_POVtPDn1k18_t568.7s_Ezekiel发芽谷.jpg" }, { "id": "fe0674f9-9554-409f-a951-b8f0cedfda26", "text": "香蕉奶油玉米片", "image_filename": "07_POVtPDn1k18_t629.7s_香蕉奶油玉米片.jpg" }, { "id": "28394d08-127f-4a51-8191-ee57225d0b07", "text": "酸酸软糖味", "image_filename": "07_POVtPDn1k18_t688.7s_酸酸软糖味.jpg" }, { "id": "e43407f9-2c29-4489-81b0-5b626c1523ff", "text": "Shreddies方格", "image_filename": "07_POVtPDn1k18_t753.7s_Shreddies方格.jpg" } ] } }, "preference_change_context": { "past_context": "My former kitchen had blue accents, so I preferred matching cereal packaging.", "current_context": "I have moved from my blue-accented kitchen to a neutrally decorated apartment.", "why_old_basis_expired": "Coordinating cereal packaging with blue kitchen accents is no longer necessary." }, "affected_old_preference": "I preferred predominantly light-blue cereal packaging.", "new_preference": "I now prefer bright-yellow cereal packaging.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "prominent package-size wording", "expected_user_reply": "I prefer boxes with prominent size banners.", "matching_answer_labels": [ "A", "C" ] }, { "label": "B", "feature": "dominant cereal-box color", "expected_user_reply": "I now prefer bright-yellow cereal packaging.", "matching_answer_labels": [ "C" ] }, { "label": "C", "feature": "depicted serving vessel", "expected_user_reply": "I prefer packaging that shows a bowl.", "matching_answer_labels": [ "A", "B", "C", "E" ] }, { "label": "D", "feature": "cartoon mascot presence", "expected_user_reply": "I prefer packaging with a cartoon mascot.", "matching_answer_labels": [ "A", "C" ] }, { "label": "E", "feature": "carton shape", "expected_user_reply": "I prefer an upright rectangular carton.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "F", "feature": "product-name lettering style", "expected_user_reply": "I prefer large outlined product-name lettering.", "matching_answer_labels": [ "A", "C", "D", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:18:52.139602+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861959+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene cuts to a black background with a red-and-blue Weet-Bix cereal box in the center, showing two rectangular wheat biscuits with kiwifruit and berries on a white plate on the front of the box, and the box gradually enlarges, tell me which of all the cereals shown so far is most suitable for me?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/07_POVtPDn1k18/07_POVtPDn1k18.mp4", "duration_s": 817.884551, "width": 1280, "height": 720, "fps": { "num": 2997, "den": 100 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000008", "source": { "dataset": "YouTube", "video_id": "08_j_eLIvzNDaI", "filename": "08_j_eLIvzNDaI.mp4", "url": null, "input_filename": "08_j_eLIvzNDaI.mp4" }, "media": { "uri": "cases/UPC_000008/video.mp4", "duration_s": 357.1, "width": 1920, "height": 1080, "frame_count": 10745, "fps": { "num": 30, "den": 1, "value": 30.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000008_turn_000001", "query": { "text": "When the number in the upper-left corner changes to 12, the off-white rolled-arm sofa in front of the fireplace with a beige knitted throw draped over its arm appears for the first time, and the bottom caption card displays English Rolled Arm, tell me which of all the sofas shown so far is most suitable for me?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 101.0 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 80.6, "start_frame": 0, "end_frame": 2418 }, "answering": { "start_s": 80.6, "end_s": 100.8, "start_frame": 2418, "end_frame": 3024 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What back design do you currently prefer: tufted, upright, curved, or slanted-cushioned?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which upholstery color family do you currently prefer for your sofa?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What arm profile do you currently prefer: square, rolled, or flared?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "How many visible seat cushions do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What lower-base treatment do you currently prefer: exposed, upholstered, or skirted?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer a sofa displayed with decorative throw pillows?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "acbd327b-a4d9-4a9e-9371-f54391b62579", "text": "Dark brown leather sofa with deep button tufting and nailhead trim.", "entity_ids": [], "target_view_id": null }, { "option_id": "b81aa307-19b4-4cc7-83ab-4a0e430517c0", "text": "Off-white sofa with three upright back cushions and square arms.", "entity_ids": [], "target_view_id": null }, { "option_id": "e56db7dd-f3bf-4db9-a846-ca1961b85d6e", "text": "Charcoal sofa with smooth tight back, two seats, and square arms.", "entity_ids": [], "target_view_id": null }, { "option_id": "edbd2f01-264b-4b5a-b706-6a8a12bb5dfe", "text": "Olive-beige sofa with curved back, flared arms, and single seat cushion.", "entity_ids": [], "target_view_id": null }, { "option_id": "66ce7deb-563a-42dd-a9ab-49ef6462d39e", "text": "Cream sofa with slanted back cushions, rounded arms, skirt, and knit throw.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "66ce7deb-563a-42dd-a9ab-49ef6462d39e", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer slanted loose back cushions.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "08_j_eLIvzNDaI:stale_preference:000:06dffa19", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the number in the upper-left corner changes to 12, the off-white rolled-arm sofa in front of the fireplace with a beige knitted throw draped over its arm appears for the first time, and the bottom caption card displays English Rolled Arm, tell me which of all the sofas shown so far is most suitable for me?", "historical_preference": "I preferred a deeply button-tufted back.\nMy larger household routinely displaced loose back cushions, so I favored a fixed tufted back; I now live alone, and other household members no longer displace the back cushions.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 101.0, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000008/evidence/turn_000001/option_001.jpg", "cases/UPC_000008/evidence/turn_000001/option_002.jpg", "cases/UPC_000008/evidence/turn_000001/option_003.jpg", "cases/UPC_000008/evidence/turn_000001/option_004.jpg", "cases/UPC_000008/evidence/turn_000001/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面左上角序号变为 12、壁炉前那张扶手上搭着米色针织毯的米白色卷臂沙发第一次出现、底部字幕卡显示 English Rolled Arm 时，告诉我目前出现的所有沙发哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "米白卷臂裙边沙发" }, "wrong_answer": { "text": "深棕皮质拉扣沙发" }, "answer_options": [ { "id": "acbd327b-a4d9-4a9e-9371-f54391b62579", "text": "深棕皮质拉扣沙发", "image_filename": "08_j_eLIvzNDaI_t8.8s_深棕皮质拉扣沙发.jpg" }, { "id": "b81aa307-19b4-4cc7-83ab-4a0e430517c0", "text": "米白三座直臂沙发", "image_filename": "08_j_eLIvzNDaI_t28.8s_米白三座直臂沙发.jpg" }, { "id": "e56db7dd-f3bf-4db9-a846-ca1961b85d6e", "text": "深灰丝绒低背沙发", "image_filename": "08_j_eLIvzNDaI_t46.8s_深灰丝绒低背沙发.jpg" }, { "id": "edbd2f01-264b-4b5a-b706-6a8a12bb5dfe", "text": "灰绿曲背弧形沙发", "image_filename": "08_j_eLIvzNDaI_t68.8s_灰绿曲背弧形沙发.jpg" }, { "id": "66ce7deb-563a-42dd-a9ab-49ef6462d39e", "text": "米白卷臂裙边沙发", "image_filename": "08_j_eLIvzNDaI_t81.8s_米白卷臂裙边沙发.jpg" } ] } }, "preference_change_context": { "past_context": "My larger household routinely displaced loose back cushions, so I favored a fixed tufted back.", "current_context": "I now live alone, and other household members no longer displace the back cushions.", "why_old_basis_expired": "The household activity that justified my fixed-back preference no longer occurs." }, "affected_old_preference": "I preferred a deeply button-tufted back.", "new_preference": "I now prefer slanted loose back cushions.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "back design", "expected_user_reply": "I now prefer slanted loose back cushions.", "matching_answer_labels": [ "E" ] }, { "label": "B", "feature": "upholstery color family", "expected_user_reply": "I prefer a light neutral upholstery color.", "matching_answer_labels": [ "B", "D", "E" ] }, { "label": "C", "feature": "arm profile", "expected_user_reply": "I prefer visibly curved arms.", "matching_answer_labels": [ "A", "D", "E" ] }, { "label": "D", "feature": "visible seat cushion count", "expected_user_reply": "I prefer multiple visible seat cushions.", "matching_answer_labels": [ "A", "B", "C", "E" ] }, { "label": "E", "feature": "lower-base treatment", "expected_user_reply": "I prefer a lower base concealed by upholstery or a skirt.", "matching_answer_labels": [ "B", "D", "E" ] }, { "label": "F", "feature": "decorative throw pillows", "expected_user_reply": "I prefer a sofa displayed with decorative throw pillows.", "matching_answer_labels": [ "B", "D", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:18:39.873550+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861963+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the number in the upper-left corner changes to 12, the off-white rolled-arm sofa in front of the fireplace with a beige knitted throw draped over its arm appears for the first time, and the bottom caption card displays English Rolled Arm, tell me which of all the sofas shown so far is most suitable for me?", "language": "en" } } } }, { "turn_id": "UPC_000008_turn_000002", "query": { "text": "When the number in the upper-left corner changes to 7, the gray sectional corner sofa with one brick-red module appears for the first time in the living room with floor-to-ceiling windows, and the bottom caption card displays Modular Sectional, tell me which of all the sofas shown so far is most suitable for me?", "language": "en" }, "query_time_s": 101.0, "time_range": { "start_s": 101.0, "end_s": 214.8 }, "windows": { "waiting": null, "asking": { "start_s": 101.0, "end_s": 192.3, "start_frame": 3030, "end_frame": 5769 }, "answering": { "start_s": 192.3, "end_s": 214.4, "start_frame": 5769, "end_frame": 6432 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "How many visible seat cushions do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What upholstery-and-trim color scheme do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What arm silhouette do you currently prefer for your sofa?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer visibly raised legs or a concealed base?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "How many throw pillows do you currently prefer displayed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer a straight sofa or modular sectional?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "adc75f90-7fcb-42dc-a893-45d022da444e", "text": "Olive upholstered three-seat sofa with square arms and tapered wooden legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "632edad4-54b2-42c9-bb99-231585b6e90f", "text": "Cream three-seat sofa with rounded arms and blue-gray pillows.", "entity_ids": [], "target_view_id": null }, { "option_id": "ec6af2a7-0269-4f33-86b0-a4d1d2c7213c", "text": "Cream two-seat sofa with ornate dark wood trim and rolled arms.", "entity_ids": [], "target_view_id": null }, { "option_id": "86cb97fb-660a-4935-b74e-47f6f91c7039", "text": "Light gray two-seat sofa with broad rectangular arms and concealed base.", "entity_ids": [], "target_view_id": null }, { "option_id": "9f85e6be-ffca-4284-b2f5-aff14c2b8c47", "text": "Large gray modular sectional with curved arrangement and rust-colored accent pillows.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ec6af2a7-0269-4f33-86b0-a4d1d2c7213c", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer cream upholstery accented by dark brown exposed wood.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "08_j_eLIvzNDaI:stale_preference:001:3565147f", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the number in the upper-left corner changes to 7, the gray sectional corner sofa with one brick-red module appears for the first time in the living room with floor-to-ceiling windows, and the bottom caption card displays Modular Sectional, tell me which of all the sofas shown so far is most suitable for me?", "historical_preference": "I preferred olive-green upholstery.\nMy previous furnished rental had an established earthy palette, so I required olive-green upholstery; I have moved into an unfurnished home and can choose a new color palette.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 101.0, "original_segment_end_s": 214.8, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000008/evidence/turn_000002/option_001.jpg", "cases/UPC_000008/evidence/turn_000002/option_002.jpg", "cases/UPC_000008/evidence/turn_000002/option_003.jpg", "cases/UPC_000008/evidence/turn_000002/option_004.jpg", "cases/UPC_000008/evidence/turn_000002/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面左上角序号变为 7、那组带一块砖红色模块的灰色拼接转角沙发在落地窗客厅里第一次出现、底部字幕卡显示 Modular Sectional 时，告诉我目前出现的所有沙发哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "雕花木框宫廷沙发" }, "wrong_answer": { "text": "橄榄绿木腿沙发" }, "answer_options": [ { "id": "adc75f90-7fcb-42dc-a893-45d022da444e", "text": "橄榄绿木腿沙发", "image_filename": "08_j_eLIvzNDaI_t108.8s_橄榄绿木腿沙发.jpg" }, { "id": "632edad4-54b2-42c9-bb99-231585b6e90f", "text": "米白卷臂蓝枕沙发", "image_filename": "08_j_eLIvzNDaI_t133.8s_米白卷臂蓝枕沙发.jpg" }, { "id": "ec6af2a7-0269-4f33-86b0-a4d1d2c7213c", "text": "雕花木框宫廷沙发", "image_filename": "08_j_eLIvzNDaI_t158.8s_雕花木框宫廷沙发.jpg" }, { "id": "86cb97fb-660a-4935-b74e-47f6f91c7039", "text": "浅灰轨道臂长沙发", "image_filename": "08_j_eLIvzNDaI_t180.8s_浅灰轨道臂长沙发.jpg" }, { "id": "9f85e6be-ffca-4284-b2f5-aff14c2b8c47", "text": "灰色模块转角沙发", "image_filename": "08_j_eLIvzNDaI_t200.8s_灰色模块转角沙发.jpg" } ] } }, "preference_change_context": { "past_context": "My previous furnished rental had an established earthy palette, so I required olive-green upholstery.", "current_context": "I have moved into an unfurnished home and can choose a new color palette.", "why_old_basis_expired": "The rental's fixed palette no longer constrains my sofa color scheme." }, "affected_old_preference": "I preferred olive-green upholstery.", "new_preference": "I prefer cream upholstery accented by dark brown exposed wood.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible seat cushion count", "expected_user_reply": "I prefer two visible seat cushions.", "matching_answer_labels": [ "C", "D" ] }, { "label": "B", "feature": "upholstery-and-trim color scheme", "expected_user_reply": "I prefer cream upholstery accented by dark brown exposed wood.", "matching_answer_labels": [ "C" ] }, { "label": "C", "feature": "arm silhouette", "expected_user_reply": "I prefer rounded or rolled arms.", "matching_answer_labels": [ "B", "C" ] }, { "label": "D", "feature": "base elevation", "expected_user_reply": "I prefer visibly raised legs.", "matching_answer_labels": [ "A", "C" ] }, { "label": "E", "feature": "displayed throw pillow count", "expected_user_reply": "I prefer three throw pillows.", "matching_answer_labels": [ "A", "B", "C" ] }, { "label": "F", "feature": "sofa configuration", "expected_user_reply": "I prefer a straight sofa.", "matching_answer_labels": [ "A", "B", "C", "D" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:21:18.608029+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861967+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the number in the upper-left corner changes to 7, the gray sectional corner sofa with one brick-red module appears for the first time in the living room with floor-to-ceiling windows, and the bottom caption card displays Modular Sectional, tell me which of all the sofas shown so far is most suitable for me?", "language": "en" } } } }, { "turn_id": "UPC_000008_turn_000003", "query": { "text": "When the number in the upper-left corner changes to 1, the white slipcovered sofa with a light blue thin throw draped over it appears for the first time in front of the seaside floor-to-ceiling windows, and the bottom caption card displays Slipcovered Sofa, tell me which of all the sofas shown so far is most suitable for me?", "language": "en" }, "query_time_s": 214.8, "time_range": { "start_s": 214.8, "end_s": 354.4 }, "windows": { "waiting": null, "asking": { "start_s": 214.8, "end_s": 328.7, "start_frame": 6444, "end_frame": 9861 }, "answering": { "start_s": 328.7, "end_s": 354.0, "start_frame": 9861, "end_frame": 10620 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which upholstery palette do you currently prefer: neutral, blue, or green?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer square, rolled, or wood-framed sofa arms?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which sofa configuration do you currently prefer: single-seat, straight, or L-shaped?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer exposed furniture legs or a fully skirted base?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer tufted or non-tufted sofa upholstery?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which accent-pillow palette do you currently prefer: warm-neutral, blue, or monochrome?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "7376b38b-fbb5-4779-8d51-5a66d9875e3e", "text": "Cream L-shaped sectional with chaise, angular arms, and dark legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "fd63c4ce-5093-48e0-a7e3-3ff23bdfb24a", "text": "Olive tufted velvet chaise lounge with rolled arms and wooden legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "07f33101-60b6-498e-a229-78dfa7e21d71", "text": "Light-gray two-seat loveseat with square arms and tapered wooden legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "062a6c56-bc95-4520-aca6-fac850692667", "text": "Navy sleeper sofa opened into a white mattress on black frame.", "entity_ids": [], "target_view_id": null }, { "option_id": "abbc173f-2e08-42bb-9843-fdc3d708dd5c", "text": "Beige wood-framed settee with upholstered side panels and bolster pillow.", "entity_ids": [], "target_view_id": null }, { "option_id": "c51d4b44-8cce-4df6-a6e8-039f1e996fff", "text": "White slipcovered sofa with blue-gray throw and mixed patterned pillows.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "7376b38b-fbb5-4779-8d51-5a66d9875e3e", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer an L-shaped sectional.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "08_j_eLIvzNDaI:stale_preference:002:9a3f62b0", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the number in the upper-left corner changes to 1, the white slipcovered sofa with a light blue thin throw draped over it appears for the first time in front of the seaside floor-to-ceiling windows, and the bottom caption card displays Slipcovered Sofa, tell me which of all the sofas shown so far is most suitable for me?", "historical_preference": "I preferred a single-seat chaise configuration.\nI lived in a compact studio, so I preferred a single-seat configuration; I have moved from a compact studio to a larger living room.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 214.8, "original_segment_end_s": 354.4, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000008/evidence/turn_000003/option_001.jpg", "cases/UPC_000008/evidence/turn_000003/option_002.jpg", "cases/UPC_000008/evidence/turn_000003/option_003.jpg", "cases/UPC_000008/evidence/turn_000003/option_004.jpg", "cases/UPC_000008/evidence/turn_000003/option_005.jpg", "cases/UPC_000008/evidence/turn_000003/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面左上角序号变为 1、那张临海落地窗前搭着浅蓝薄毯的白色布套长沙发第一次出现、底部字幕卡显示 Slipcovered Sofa 时，告诉我目前出现的所有沙发哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "米白L型转角沙发" }, "wrong_answer": { "text": "橄榄绿贵妃躺椅" }, "answer_options": [ { "id": "7376b38b-fbb5-4779-8d51-5a66d9875e3e", "text": "米白L型转角沙发", "image_filename": "08_j_eLIvzNDaI_t223.8s_米白L型转角沙发.jpg" }, { "id": "fd63c4ce-5093-48e0-a7e3-3ff23bdfb24a", "text": "橄榄绿贵妃躺椅", "image_filename": "08_j_eLIvzNDaI_t246.8s_橄榄绿贵妃躺椅.jpg" }, { "id": "07f33101-60b6-498e-a229-78dfa7e21d71", "text": "浅灰双座小沙发", "image_filename": "08_j_eLIvzNDaI_t270.8s_浅灰双座小沙发.jpg" }, { "id": "062a6c56-bc95-4520-aca6-fac850692667", "text": "藏蓝可拉开沙发床", "image_filename": "08_j_eLIvzNDaI_t290.8s_藏蓝可拉开沙发床.jpg" }, { "id": "abbc173f-2e08-42bb-9843-fdc3d708dd5c", "text": "木框窄座双人椅", "image_filename": "08_j_eLIvzNDaI_t313.8s_木框窄座双人椅.jpg" }, { "id": "c51d4b44-8cce-4df6-a6e8-039f1e996fff", "text": "白色布套长沙发", "image_filename": "08_j_eLIvzNDaI_t343.8s_白色布套长沙发.jpg" } ] } }, "preference_change_context": { "past_context": "I lived in a compact studio, so I preferred a single-seat configuration.", "current_context": "I have moved from a compact studio to a larger living room.", "why_old_basis_expired": "The former space constraint no longer applies in the larger room." }, "affected_old_preference": "I preferred a single-seat chaise configuration.", "new_preference": "I now prefer an L-shaped sectional.", "preference_audit": { "old_matching_answer_labels": [ "B" ], "new_matching_answer_labels": [ "A" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "upholstery color palette", "expected_user_reply": "I prefer light neutral upholstery.", "matching_answer_labels": [ "A", "C", "E", "F" ] }, { "label": "B", "feature": "arm profile", "expected_user_reply": "I prefer square sofa arms.", "matching_answer_labels": [ "A", "C", "D", "F" ] }, { "label": "C", "feature": "sofa configuration", "expected_user_reply": "I now prefer an L-shaped sectional.", "matching_answer_labels": [ "A" ] }, { "label": "D", "feature": "base and leg presentation", "expected_user_reply": "I prefer exposed furniture legs.", "matching_answer_labels": [ "A", "B", "C", "E" ] }, { "label": "E", "feature": "upholstery tufting", "expected_user_reply": "I prefer non-tufted upholstery.", "matching_answer_labels": [ "A", "C", "D", "E", "F" ] }, { "label": "F", "feature": "accent-pillow color palette", "expected_user_reply": "I prefer warm-neutral accent pillows.", "matching_answer_labels": [ "A", "B", "D", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:18:51.878839+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861971+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the number in the upper-left corner changes to 1, the white slipcovered sofa with a light blue thin throw draped over it appears for the first time in front of the seaside floor-to-ceiling windows, and the bottom caption card displays Slipcovered Sofa, tell me which of all the sofas shown so far is most suitable for me?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/08_j_eLIvzNDaI/08_j_eLIvzNDaI.mp4", "duration_s": 357.1, "width": 1920, "height": 1080, "fps": { "num": 30, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000009", "source": { "dataset": "YouTube", "video_id": "09_o4TmHrNfGiE", "filename": "09_o4TmHrNfGiE.mp4", "url": null, "input_filename": "09_o4TmHrNfGiE.mp4" }, "media": { "uri": "cases/UPC_000009/video.mp4", "duration_s": 279.733333, "width": 1920, "height": 1080, "frame_count": 8514, "fps": { "num": 30, "den": 1, "value": 30.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000009_turn_000001", "query": { "text": "When the layout switches to white, showing a vertical rustic stone-fireplace photo on the left and the title “9. Frame it in Wood”, now that you have moved from a narrow living room to one with a broad fireplace wall, tell me which of all the living-room fireplace-and-television designs shown so far suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 85.8 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 76.2, "start_frame": 0, "end_frame": 2286 }, "answering": { "start_s": 76.2, "end_s": 85.8, "start_frame": 2286, "end_frame": 2574 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Where do you currently prefer the television relative to the fireplace?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What color and texture do you currently prefer for the fireplace surround?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which dominant wall color do you currently prefer in your living room?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What firebox shape and proportions do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently want built-in cabinets flanking the fireplace?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What seating upholstery color do you currently prefer?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "773a07bc-019d-45e2-a411-52ecda550d13", "text": "White paneled fireplace wall with recessed television and matching gray sofas.", "entity_ids": [], "target_view_id": null }, { "option_id": "b51fbe1d-f524-4f41-8c93-bc92d8ec2515", "text": "Linear fireplace beneath large television, surrounded by dark wood cabinetry.", "entity_ids": [], "target_view_id": null }, { "option_id": "99e6ee4e-8897-4138-82ac-739e62ad6792", "text": "White molded fireplace and television beside orange-accented seating and plants.", "entity_ids": [], "target_view_id": null }, { "option_id": "0b98a3e4-dc3f-4f70-af3e-cff99e07b343", "text": "Gray stacked-stone fireplace wall with television and black flanking shelves.", "entity_ids": [], "target_view_id": null }, { "option_id": "9337888c-1464-4341-aa75-8e5007ed7772", "text": "Pale rough-cut stone fireplace, wood mantel, television, and exposed ceiling beams.", "entity_ids": [], "target_view_id": null }, { "option_id": "a798df71-ce1a-44e3-bac8-4a552de03dfd", "text": "Gray fireplace column between multicolored stacked-stone panels and black cabinets.", "entity_ids": [], "target_view_id": null }, { "option_id": "9e916e72-0a26-4707-82d1-5c6c8a80cd34", "text": "White traditional mantel below television, flanked by blue-gray glass cabinets.", "entity_ids": [], "target_view_id": null }, { "option_id": "bad5bec8-c835-44f0-be2d-f8003d3a0da1", "text": "Narrow tiled fireplace with television mounted separately on cream wall.", "entity_ids": [], "target_view_id": null }, { "option_id": "c710fdb2-ca21-4860-a726-455f819bc78b", "text": "Tall stacked-stone fireplace with inset television and arched wood cabinetry.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "9337888c-1464-4341-aa75-8e5007ed7772", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a pale rough-cut stone fireplace surround.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "09_o4TmHrNfGiE:stale_preference:000:d90a82f9", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the layout switches to white, showing a vertical rustic stone-fireplace photo on the left and the title “9. Frame it in Wood”, now that you have moved from a narrow living room to one with a broad fireplace wall, tell me which of all the living-room fireplace-and-television designs shown so far suits you best?", "historical_preference": "I preferred a smooth white paneled fireplace surround.\nMy previous living room had a narrow fireplace wall that favored a visually simple finish; I have moved to a living room with a broad fireplace wall.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 85.8, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000009/evidence/turn_000001/option_001.jpg", "cases/UPC_000009/evidence/turn_000001/option_002.jpg", "cases/UPC_000009/evidence/turn_000001/option_003.jpg", "cases/UPC_000009/evidence/turn_000001/option_004.jpg", "cases/UPC_000009/evidence/turn_000001/option_005.jpg", "cases/UPC_000009/evidence/turn_000001/option_006.jpg", "cases/UPC_000009/evidence/turn_000001/option_007.jpg", "cases/UPC_000009/evidence/turn_000001/option_008.jpg", "cases/UPC_000009/evidence/turn_000001/option_009.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切换为白底版式、左侧出现木屋风石壁炉竖版照片并显示“9. Frame it in Wood”标题时，告诉我目前出现的所有客厅壁炉电视方案哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "马蹄形沙发布局" }, "wrong_answer": { "text": "壁炉上方暗门柜" }, "answer_options": [ { "id": "773a07bc-019d-45e2-a411-52ecda550d13", "text": "壁炉上方暗门柜", "image_filename": "09_o4TmHrNfGiE_t0.6s_壁炉上方暗门柜.jpg" }, { "id": "b51fbe1d-f524-4f41-8c93-bc92d8ec2515", "text": "电壁炉配绿画客厅", "image_filename": "09_o4TmHrNfGiE_t10.1s_电壁炉配绿画客厅.jpg" }, { "id": "99e6ee4e-8897-4138-82ac-739e62ad6792", "text": "壁炉墙做隔断", "image_filename": "09_o4TmHrNfGiE_t19.7s_壁炉墙做隔断.jpg" }, { "id": "0b98a3e4-dc3f-4f70-af3e-cff99e07b343", "text": "深色柜隐藏电子", "image_filename": "09_o4TmHrNfGiE_t29.2s_深色柜隐藏电子.jpg" }, { "id": "9337888c-1464-4341-aa75-8e5007ed7772", "text": "马蹄形沙发布局", "image_filename": "09_o4TmHrNfGiE_t38.8s_马蹄形沙发布局.jpg" }, { "id": "a798df71-ce1a-44e3-bac8-4a552de03dfd", "text": "石墙展示艺术品", "image_filename": "09_o4TmHrNfGiE_t48.3s_石墙展示艺术品.jpg" }, { "id": "9e916e72-0a26-4707-82d1-5c6c8a80cd34", "text": "电视嵌入白墙", "image_filename": "09_o4TmHrNfGiE_t57.8s_电视嵌入白墙.jpg" }, { "id": "bad5bec8-c835-44f0-be2d-f8003d3a0da1", "text": "转角壁炉小客厅", "image_filename": "09_o4TmHrNfGiE_t67.4s_转角壁炉小客厅.jpg" }, { "id": "c710fdb2-ca21-4860-a726-455f819bc78b", "text": "木框石壁炉木屋", "image_filename": "09_o4TmHrNfGiE_t76.9s_木框石壁炉木屋.jpg" } ] } }, "preference_change_context": { "past_context": "My previous living room had a narrow fireplace wall that favored a visually simple finish.", "current_context": "I have moved to a living room with a broad fireplace wall.", "why_old_basis_expired": "The broader wall removes the former need to prioritize a visually simple surround." }, "affected_old_preference": "I preferred a smooth white paneled fireplace surround.", "new_preference": "I now prefer a pale rough-cut stone fireplace surround.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "television placement relative to fireplace", "expected_user_reply": "I prefer the television directly above the fireplace.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "I" ] }, { "label": "B", "feature": "fireplace surround finish", "expected_user_reply": "I now prefer a pale rough-cut stone fireplace surround.", "matching_answer_labels": [ "E" ] }, { "label": "C", "feature": "dominant wall color", "expected_user_reply": "I prefer white or light cream walls.", "matching_answer_labels": [ "A", "B", "C", "E", "H" ] }, { "label": "D", "feature": "firebox shape and proportions", "expected_user_reply": "I prefer a wide rectangular firebox.", "matching_answer_labels": [ "A", "B", "D", "E", "F" ] }, { "label": "E", "feature": "flanking built-in storage", "expected_user_reply": "I prefer no built-in cabinets flanking the fireplace.", "matching_answer_labels": [ "A", "C", "E", "H" ] }, { "label": "F", "feature": "seating upholstery color", "expected_user_reply": "I prefer light-colored fabric seating.", "matching_answer_labels": [ "A", "B", "C", "E", "G", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:22:38.955678+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862107+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the layout switches to white, showing a vertical rustic stone-fireplace photo on the left and the title “9. Frame it in Wood”, now that you have moved from a narrow living room to one with a broad fireplace wall, tell me which of all the living-room fireplace-and-television designs shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000009_turn_000002", "query": { "text": "When the title “19. Reclaimed Brick Fireplace” appears on the right side of the screen, now that you have moved from a compact rental into a much larger living room, tell me which of all the living-room fireplace television designs shown so far suits you best?", "language": "en" }, "query_time_s": 85.8, "time_range": { "start_s": 85.8, "end_s": 181.1 }, "windows": { "waiting": null, "asking": { "start_s": 85.8, "end_s": 172.8, "start_frame": 2574, "end_frame": 5184 }, "answering": { "start_s": 172.8, "end_s": 181.1, "start_frame": 5184, "end_frame": 5433 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer the television directly above the fireplace or separate?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently want built-in storage surrounding the fireplace wall?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer a standard rectangular or wide linear firebox?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which wall color do you currently prefer around the fireplace?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer a natural wood or painted mantel?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which fireplace-facing finish do you currently prefer: tile, stone, or brick?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "8b56f4ec-e7d0-4a04-a5f6-c1cf68e52fd5", "text": "White paneled fireplace, narrow pale facing, television, and symmetrical built-in shelves.", "entity_ids": [], "target_view_id": null }, { "option_id": "3c216d2b-4151-49f1-b148-e90de99f7eb5", "text": "White brick fireplace with wooden mantel, television, and surrounding cabinetry.", "entity_ids": [], "target_view_id": null }, { "option_id": "ea395e33-b945-4cba-9042-623cbdfb6ebc", "text": "Floor-to-ceiling stacked-stone fireplace wall with television above linear firebox.", "entity_ids": [], "target_view_id": null }, { "option_id": "e60a8258-b0c2-4a9f-a25c-fb37771cc820", "text": "Gray fireplace inset beneath television, flanked by white cabinetry and windows.", "entity_ids": [], "target_view_id": null }, { "option_id": "8612be45-e51c-4dd7-b512-7f40fdb0b9ba", "text": "Dark blue tiled fireplace beside separate white television cabinetry.", "entity_ids": [], "target_view_id": null }, { "option_id": "0cc3db14-1045-4311-ba28-c1151aa2c36b", "text": "Pale rectangular-stone fireplace wall with television and long linear firebox.", "entity_ids": [], "target_view_id": null }, { "option_id": "25ae1bd3-6d39-4df4-a9b3-663330bccb3d", "text": "White traditional fireplace with television and decorative glass-front cabinets.", "entity_ids": [], "target_view_id": null }, { "option_id": "0319e915-7185-40cc-a3b7-eb62e933a176", "text": "Beige arched fireplace beside separate television cabinet and French doors.", "entity_ids": [], "target_view_id": null }, { "option_id": "e9b765b3-498f-4741-975a-32f67ac212fa", "text": "Tall pale chimney above gray fireplace base and television.", "entity_ids": [], "target_view_id": null }, { "option_id": "5a08317b-475e-4164-8081-f83121a07d3b", "text": "Reddish-brown exposed brick fireplace with wooden mantel and television.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "5a08317b-475e-4164-8081-f83121a07d3b", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer exposed reddish-brown brick facing.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "09_o4TmHrNfGiE:stale_preference:001:ad2335d5", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the title “19. Reclaimed Brick Fireplace” appears on the right side of the screen, now that you have moved from a compact rental into a much larger living room, tell me which of all the living-room fireplace television designs shown so far suits you best?", "historical_preference": "I preferred narrow white horizontal tile facing around the firebox.\nI lived in a compact rental where a visually slim, pale fireplace facing suited the limited space; I have moved from a compact rental into a much larger living room.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 85.8, "original_segment_end_s": 181.1, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000009/evidence/turn_000002/option_001.jpg", "cases/UPC_000009/evidence/turn_000002/option_002.jpg", "cases/UPC_000009/evidence/turn_000002/option_003.jpg", "cases/UPC_000009/evidence/turn_000002/option_004.jpg", "cases/UPC_000009/evidence/turn_000002/option_005.jpg", "cases/UPC_000009/evidence/turn_000002/option_006.jpg", "cases/UPC_000009/evidence/turn_000002/option_007.jpg", "cases/UPC_000009/evidence/turn_000002/option_008.jpg", "cases/UPC_000009/evidence/turn_000002/option_009.jpg", "cases/UPC_000009/evidence/turn_000002/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面右侧出现“19. Reclaimed Brick Fireplace”标题时，告诉我目前出现的所有客厅壁炉电视方案哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "回收红砖壁炉" }, "wrong_answer": { "text": "白色书架壁炉墙" }, "answer_options": [ { "id": "8b56f4ec-e7d0-4a04-a5f6-c1cf68e52fd5", "text": "白色书架壁炉墙", "image_filename": "09_o4TmHrNfGiE_t86.4s_白色书架壁炉墙.jpg" }, { "id": "3c216d2b-4151-49f1-b148-e90de99f7eb5", "text": "斜角电视客厅", "image_filename": "09_o4TmHrNfGiE_t97.1s_斜角电视客厅.jpg" }, { "id": "ea395e33-b945-4cba-9042-623cbdfb6ebc", "text": "射灯照亮壁炉墙", "image_filename": "09_o4TmHrNfGiE_t107.1s_射灯照亮壁炉墙.jpg" }, { "id": "e60a8258-b0c2-4a9f-a25c-fb37771cc820", "text": "护墙板壁炉墙", "image_filename": "09_o4TmHrNfGiE_t115.6s_护墙板壁炉墙.jpg" }, { "id": "8612be45-e51c-4dd7-b512-7f40fdb0b9ba", "text": "加建电视柜墙", "image_filename": "09_o4TmHrNfGiE_t124.6s_加建电视柜墙.jpg" }, { "id": "0cc3db14-1045-4311-ba28-c1151aa2c36b", "text": "长条壁炉谈话区", "image_filename": "09_o4TmHrNfGiE_t134.1s_长条壁炉谈话区.jpg" }, { "id": "25ae1bd3-6d39-4df4-a9b3-663330bccb3d", "text": "传统壁炉上平板电视", "image_filename": "09_o4TmHrNfGiE_t144.6s_传统壁炉上平板电视.jpg" }, { "id": "0319e915-7185-40cc-a3b7-eb62e933a176", "text": "书柜内嵌电视", "image_filename": "09_o4TmHrNfGiE_t153.2s_书柜内嵌电视.jpg" }, { "id": "e9b765b3-498f-4741-975a-32f67ac212fa", "text": "超大壁炉高顶客厅", "image_filename": "09_o4TmHrNfGiE_t163.6s_超大壁炉高顶客厅.jpg" }, { "id": "5a08317b-475e-4164-8081-f83121a07d3b", "text": "回收红砖壁炉", "image_filename": "09_o4TmHrNfGiE_t173.6s_回收红砖壁炉.jpg" } ] } }, "preference_change_context": { "past_context": "I lived in a compact rental where a visually slim, pale fireplace facing suited the limited space.", "current_context": "I have moved from a compact rental into a much larger living room.", "why_old_basis_expired": "The larger room removes the former need for a visually slim, pale facing." }, "affected_old_preference": "I preferred narrow white horizontal tile facing around the firebox.", "new_preference": "I now prefer exposed reddish-brown brick facing.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "J" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "television placement relative to fireplace", "expected_user_reply": "I prefer the television directly above the fireplace.", "matching_answer_labels": [ "A", "B", "C", "D", "F", "G", "I", "J" ] }, { "label": "B", "feature": "built-in storage around fireplace", "expected_user_reply": "I prefer no built-in storage surrounding the fireplace.", "matching_answer_labels": [ "E", "H", "J" ] }, { "label": "C", "feature": "firebox proportions", "expected_user_reply": "I prefer a standard rectangular firebox.", "matching_answer_labels": [ "A", "B", "D", "E", "G", "H", "I", "J" ] }, { "label": "D", "feature": "wall color around fireplace", "expected_user_reply": "I prefer cool blue-green walls.", "matching_answer_labels": [ "E", "J" ] }, { "label": "E", "feature": "mantel finish", "expected_user_reply": "I prefer a natural wood mantel.", "matching_answer_labels": [ "B", "J" ] }, { "label": "F", "feature": "fireplace-facing finish", "expected_user_reply": "I now prefer exposed reddish-brown brick facing.", "matching_answer_labels": [ "J" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:22:30.737279+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862110+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the title “19. Reclaimed Brick Fireplace” appears on the right side of the screen, now that you have moved from a compact rental into a much larger living room, tell me which of all the living-room fireplace television designs shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000009_turn_000003", "query": { "text": "When the title “29. Freestanding Corner Fireplace” appears on the right, now that you have moved into a newly built house with no existing masonry, tell me which of all the living-room fireplace-and-television designs shown so far best suits you?", "language": "en" }, "query_time_s": 181.1, "time_range": { "start_s": 181.1, "end_s": 276.7 }, "windows": { "waiting": null, "asking": { "start_s": 181.1, "end_s": 268.1, "start_frame": 5433, "end_frame": 8043 }, "answering": { "start_s": 268.1, "end_s": 276.7, "start_frame": 8043, "end_frame": 8301 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What fireplace surround finish do you currently prefer for your living room?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Where do you currently prefer your television relative to the fireplace?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What built-in storage arrangement do you currently prefer around your television?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What dominant seating color do you currently prefer in your living room?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What window-covering style do you currently prefer beside your fireplace area?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What coffee table shape do you currently prefer for this living room?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "6041dd52-48db-4792-825f-847c3877414a", "text": "Red-brick fireplace beneath wall-mounted television, flanked by gray cabinets.", "entity_ids": [], "target_view_id": null }, { "option_id": "ffdf56e7-44bc-4392-baab-6f8b9ac976e7", "text": "White built-ins surround television above pale stacked-stone fireplace.", "entity_ids": [], "target_view_id": null }, { "option_id": "274e6ba3-89f0-42a3-bf5d-99da7318534c", "text": "Smooth beige fireplace beside taupe built-ins and recessed television.", "entity_ids": [], "target_view_id": null }, { "option_id": "7c1a0412-bc12-4983-9222-5856d47094b1", "text": "White-painted brick fireplace below television in chandelier-lit neutral living room.", "entity_ids": [], "target_view_id": null }, { "option_id": "32e21eb5-d89f-4651-b953-88c77cfdb61f", "text": "Gray stacked-stone fireplace with television and cream glass-front cabinetry.", "entity_ids": [], "target_view_id": null }, { "option_id": "bb6dab65-4b81-43e4-99f2-dda699445889", "text": "Multicolored stone fireplace with rustic wood mantel beneath television.", "entity_ids": [], "target_view_id": null }, { "option_id": "5f3fca0b-59b1-4a7b-baa4-c586faf3bcf6", "text": "Mosaic-tile fireplace wall with television, brown shades, and green sofa.", "entity_ids": [], "target_view_id": null }, { "option_id": "8542e8eb-b095-4158-b922-06b29300206e", "text": "White geometric fireplace beneath television beside bright magenta wingback chair.", "entity_ids": [], "target_view_id": null }, { "option_id": "40e5d036-7517-46c9-a6aa-9da785fdfd9e", "text": "White mantel fireplace below angled television, beside blue velvet sofa.", "entity_ids": [], "target_view_id": null }, { "option_id": "c2894486-769b-4d75-b3e6-7febe267fb8f", "text": "Tan stone fireplace beside dark wood television cabinetry and leather seating.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "274e6ba3-89f0-42a3-bf5d-99da7318534c", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a smooth beige fireplace surround.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "09_o4TmHrNfGiE:stale_preference:002:7553d906", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the title “29. Freestanding Corner Fireplace” appears on the right, now that you have moved into a newly built house with no existing masonry, tell me which of all the living-room fireplace-and-television designs shown so far best suits you?", "historical_preference": "I prefer a red-brick fireplace surround.\nMy former rental had exposed red-brick details that encouraged matching fireplace surrounds; I have moved into a newly built house with no existing masonry.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 181.1, "original_segment_end_s": 276.7, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000009/evidence/turn_000003/option_001.jpg", "cases/UPC_000009/evidence/turn_000003/option_002.jpg", "cases/UPC_000009/evidence/turn_000003/option_003.jpg", "cases/UPC_000009/evidence/turn_000003/option_004.jpg", "cases/UPC_000009/evidence/turn_000003/option_005.jpg", "cases/UPC_000009/evidence/turn_000003/option_006.jpg", "cases/UPC_000009/evidence/turn_000003/option_007.jpg", "cases/UPC_000009/evidence/turn_000003/option_008.jpg", "cases/UPC_000009/evidence/turn_000003/option_009.jpg", "cases/UPC_000009/evidence/turn_000003/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面右侧出现“29. Freestanding Corner Fireplace”标题时，告诉我目前出现的所有客厅壁炉电视方案哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "电视壁炉相邻墙" }, "wrong_answer": { "text": "红砖墙挂电视" }, "answer_options": [ { "id": "6041dd52-48db-4792-825f-847c3877414a", "text": "红砖墙挂电视", "image_filename": "09_o4TmHrNfGiE_t182.6s_红砖墙挂电视.jpg" }, { "id": "ffdf56e7-44bc-4392-baab-6f8b9ac976e7", "text": "宽墙白书柜壁炉", "image_filename": "09_o4TmHrNfGiE_t191.3s_宽墙白书柜壁炉.jpg" }, { "id": "274e6ba3-89f0-42a3-bf5d-99da7318534c", "text": "电视壁炉相邻墙", "image_filename": "09_o4TmHrNfGiE_t201.6s_电视壁炉相邻墙.jpg" }, { "id": "7c1a0412-bc12-4983-9222-5856d47094b1", "text": "复古木框电视", "image_filename": "09_o4TmHrNfGiE_t211.6s_复古木框电视.jpg" }, { "id": "32e21eb5-d89f-4651-b953-88c77cfdb61f", "text": "石墙全长壁炉", "image_filename": "09_o4TmHrNfGiE_t219.9s_石墙全长壁炉.jpg" }, { "id": "bb6dab65-4b81-43e4-99f2-dda699445889", "text": "电视配石壁炉墙", "image_filename": "09_o4TmHrNfGiE_t229.5s_电视配石壁炉墙.jpg" }, { "id": "5f3fca0b-59b1-4a7b-baa4-c586faf3bcf6", "text": "电视壁炉组合墙", "image_filename": "09_o4TmHrNfGiE_t240.1s_电视壁炉组合墙.jpg" }, { "id": "8542e8eb-b095-4158-b922-06b29300206e", "text": "中古现代红椅客厅", "image_filename": "09_o4TmHrNfGiE_t248.6s_中古现代红椅客厅.jpg" }, { "id": "40e5d036-7517-46c9-a6aa-9da785fdfd9e", "text": "长墙蓝沙发宽电视", "image_filename": "09_o4TmHrNfGiE_t258.1s_长墙蓝沙发宽电视.jpg" }, { "id": "c2894486-769b-4d75-b3e6-7febe267fb8f", "text": "独立转角壁炉", "image_filename": "09_o4TmHrNfGiE_t269.1s_独立转角壁炉.jpg" } ] } }, "preference_change_context": { "past_context": "My former rental had exposed red-brick details that encouraged matching fireplace surrounds.", "current_context": "I have moved into a newly built house with no existing masonry.", "why_old_basis_expired": "The exposed brick that motivated my former finish preference is no longer present." }, "affected_old_preference": "I prefer a red-brick fireplace surround.", "new_preference": "I prefer a smooth beige fireplace surround.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "fireplace surround finish", "expected_user_reply": "I prefer a smooth beige fireplace surround.", "matching_answer_labels": [ "C" ] }, { "label": "B", "feature": "television placement relative to fireplace", "expected_user_reply": "I prefer the television beside the fireplace.", "matching_answer_labels": [ "C", "J" ] }, { "label": "C", "feature": "built-in storage arrangement", "expected_user_reply": "I prefer built-in shelving and cabinets around the television.", "matching_answer_labels": [ "B", "C", "E", "J" ] }, { "label": "D", "feature": "dominant seating color", "expected_user_reply": "I prefer light neutral seating.", "matching_answer_labels": [ "B", "C", "D", "F" ] }, { "label": "E", "feature": "window-covering style", "expected_user_reply": "I prefer Roman shades.", "matching_answer_labels": [ "C", "F", "G" ] }, { "label": "F", "feature": "coffee table shape", "expected_user_reply": "I prefer a rectangular coffee table.", "matching_answer_labels": [ "C", "G", "H", "J" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:22:42.432626+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862114+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the title “29. Freestanding Corner Fireplace” appears on the right, now that you have moved into a newly built house with no existing masonry, tell me which of all the living-room fireplace-and-television designs shown so far best suits you?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/09_o4TmHrNfGiE/09_o4TmHrNfGiE.mp4", "duration_s": 279.733333, "width": 1920, "height": 1080, "fps": { "num": 30, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000010", "source": { "dataset": "YouTube", "video_id": "10_WW6c8Q0yppU", "filename": "10_WW6c8Q0yppU.mp4", "url": null, "input_filename": "10_WW6c8Q0yppU.mp4" }, "media": { "uri": "cases/UPC_000010/video.mp4", "duration_s": 333.033333, "width": 1920, "height": 1080, "frame_count": 10141, "fps": { "num": 30, "den": 1, "value": 30.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000010_turn_000001", "query": { "text": "When a white single-drawer bedside table with a brass wall lamp and pink polka-dot cushion appears, now that you have moved from an industrial loft into a bedroom with traditional wooden furnishings, tell me which of all the bedside tables shown suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 110.0 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 99.0, "start_frame": 0, "end_frame": 2970 }, "answering": { "start_s": 99.0, "end_s": 109.733, "start_frame": 2970, "end_frame": 3292 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What leg material and profile do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which overall finish tone do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "How many visible drawers do you currently want?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What tabletop shape do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer open or fully enclosed storage?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What drawer-handle orientation do you currently prefer?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "322057ee-ab14-4e07-95bd-581f861617dd", "text": "Rustic wood single-drawer table with black metal hairpin legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "c593bf89-7744-42b4-905f-7f4fec765f0b", "text": "Light wood bedside table with dark inset top and open shelf.", "entity_ids": [], "target_view_id": null }, { "option_id": "629277e2-ee49-4793-94f1-f3efe038b330", "text": "White-framed cabinet with three wood-grain drawers and mismatched knobs.", "entity_ids": [], "target_view_id": null }, { "option_id": "ef41b542-e4c0-44df-a15a-d066924ed99e", "text": "Round white tray table with four splayed two-tone legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "50734463-93d7-4433-9160-192e871a8625", "text": "Nested tan curved tables with rounded waterfall sides.", "entity_ids": [], "target_view_id": null }, { "option_id": "20f44230-db1d-45ad-a155-87c14f52d223", "text": "Low black wood cabinet with multiple handleless drawers.", "entity_ids": [], "target_view_id": null }, { "option_id": "6e350715-753a-4662-9796-5b3b05e56f9f", "text": "Light wood two-drawer cabinet with vertically fluted fronts and short legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "e6771eab-b746-4a57-9834-59f5d88c4367", "text": "Dark wood single-drawer table with open lower cubby.", "entity_ids": [], "target_view_id": null }, { "option_id": "93d0d940-8be2-4a61-825f-2c3ccc3d9764", "text": "Rounded wood single-drawer table with large circular knob and pedestal base.", "entity_ids": [], "target_view_id": null }, { "option_id": "c9ad8602-9115-445f-83cd-272fa6af5171", "text": "White two-drawer table with open middle shelf and small round knobs.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "6e350715-753a-4662-9796-5b3b05e56f9f", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer short tapered wooden legs.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "10_WW6c8Q0yppU:stale_preference:000:c9fcfdcd", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When a white single-drawer bedside table with a brass wall lamp and pink polka-dot cushion appears, now that you have moved from an industrial loft into a bedroom with traditional wooden furnishings, tell me which of all the bedside tables shown suits you best?", "historical_preference": "I preferred black metal hairpin legs.\nMy industrial loft made black metal hairpin legs suit the setting; I have moved into a bedroom with traditional wooden furnishings.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 110.0, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000010/evidence/turn_000001/option_001.jpg", "cases/UPC_000010/evidence/turn_000001/option_002.jpg", "cases/UPC_000010/evidence/turn_000001/option_003.jpg", "cases/UPC_000010/evidence/turn_000001/option_004.jpg", "cases/UPC_000010/evidence/turn_000001/option_005.jpg", "cases/UPC_000010/evidence/turn_000001/option_006.jpg", "cases/UPC_000010/evidence/turn_000001/option_007.jpg", "cases/UPC_000010/evidence/turn_000001/option_008.jpg", "cases/UPC_000010/evidence/turn_000001/option_009.jpg", "cases/UPC_000010/evidence/turn_000001/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现带黄铜壁灯和粉色波点抱枕的白色单抽床头柜时，告诉我目前出现的所有床头柜哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "竖纹木双抽柜" }, "wrong_answer": { "text": "发夹腿木质床头柜" }, "answer_options": [ { "id": "322057ee-ab14-4e07-95bd-581f861617dd", "text": "发夹腿木质床头柜", "image_filename": "10_WW6c8Q0yppU_t5.0s_发夹腿木质床头柜.jpg" }, { "id": "c593bf89-7744-42b4-905f-7f4fec765f0b", "text": "浅橡木开放方柜", "image_filename": "10_WW6c8Q0yppU_t16.0s_浅橡木开放方柜.jpg" }, { "id": "629277e2-ee49-4793-94f1-f3efe038b330", "text": "白顶木抽屉小柜", "image_filename": "10_WW6c8Q0yppU_t27.0s_白顶木抽屉小柜.jpg" }, { "id": "ef41b542-e4c0-44df-a15a-d066924ed99e", "text": "白色三脚圆边桌", "image_filename": "10_WW6c8Q0yppU_t38.0s_白色三脚圆边桌.jpg" }, { "id": "50734463-93d7-4433-9160-192e871a8625", "text": "金色套叠C形桌", "image_filename": "10_WW6c8Q0yppU_t49.0s_金色套叠C形桌.jpg" }, { "id": "20f44230-db1d-45ad-a155-87c14f52d223", "text": "黑色双抽床头柜", "image_filename": "10_WW6c8Q0yppU_t60.0s_黑色双抽床头柜.jpg" }, { "id": "6e350715-753a-4662-9796-5b3b05e56f9f", "text": "竖纹木双抽柜", "image_filename": "10_WW6c8Q0yppU_t71.0s_竖纹木双抽柜.jpg" }, { "id": "e6771eab-b746-4a57-9834-59f5d88c4367", "text": "深色开放格柜", "image_filename": "10_WW6c8Q0yppU_t82.0s_深色开放格柜.jpg" }, { "id": "93d0d940-8be2-4a61-825f-2c3ccc3d9764", "text": "木质圆钮单抽柜", "image_filename": "10_WW6c8Q0yppU_t93.0s_木质圆钮单抽柜.jpg" }, { "id": "c9ad8602-9115-445f-83cd-272fa6af5171", "text": "白色单抽带隔层柜", "image_filename": "10_WW6c8Q0yppU_t104.0s_白色单抽带隔层柜.jpg" } ] } }, "preference_change_context": { "past_context": "My industrial loft made black metal hairpin legs suit the setting.", "current_context": "I have moved into a bedroom with traditional wooden furnishings.", "why_old_basis_expired": "The industrial setting that supported my former leg preference no longer applies." }, "affected_old_preference": "I preferred black metal hairpin legs.", "new_preference": "I prefer short tapered wooden legs.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "G" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "leg material and profile", "expected_user_reply": "I prefer short tapered wooden legs.", "matching_answer_labels": [ "G" ] }, { "label": "B", "feature": "overall finish tone", "expected_user_reply": "I prefer a light natural-wood finish.", "matching_answer_labels": [ "B", "G" ] }, { "label": "C", "feature": "visible drawer count", "expected_user_reply": "I prefer two visible drawers.", "matching_answer_labels": [ "G", "J" ] }, { "label": "D", "feature": "tabletop shape", "expected_user_reply": "I prefer a rectangular tabletop.", "matching_answer_labels": [ "A", "B", "C", "F", "G", "H", "J" ] }, { "label": "E", "feature": "storage openness", "expected_user_reply": "I prefer fully enclosed storage.", "matching_answer_labels": [ "A", "C", "F", "G" ] }, { "label": "F", "feature": "drawer-handle orientation", "expected_user_reply": "I prefer horizontal drawer pulls.", "matching_answer_labels": [ "A", "F", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:22:31.124541+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862118+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a white single-drawer bedside table with a brass wall lamp and pink polka-dot cushion appears, now that you have moved from an industrial loft into a bedroom with traditional wooden furnishings, tell me which of all the bedside tables shown suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000010_turn_000002", "query": { "text": "When a white round tiered nightstand appears beside a dark gray bed beneath three wall pictures, now that you have moved from a small studio bedroom to a larger bedroom, tell me which of all the nightstands shown so far best suits you?", "language": "en" }, "query_time_s": 110.0, "time_range": { "start_s": 110.0, "end_s": 220.0 }, "windows": { "waiting": null, "asking": { "start_s": 110.0, "end_s": 209.0, "start_frame": 3300, "end_frame": 6270 }, "answering": { "start_s": 209.0, "end_s": 220.0, "start_frame": 6270, "end_frame": 6600 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which color family do you currently prefer for your nightstand?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What tabletop shape do you currently prefer for your nightstand?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What base structure do you currently prefer beneath the tabletop?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What surface finish do you currently prefer on your nightstand?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What visible hardware style do you currently prefer on your nightstand?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which storage layout do you currently prefer: drawers, cabinets, or open shelves?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "9a950c85-ad21-4113-bdf4-84ec4f97083f", "text": "Warm brown wooden nightstand with one drawer and open lower shelf.", "entity_ids": [], "target_view_id": null }, { "option_id": "3858e8f3-a9f8-4930-8eea-148de3eb3958", "text": "Gray nightstand with three drawers, round knobs, and curved apron.", "entity_ids": [], "target_view_id": null }, { "option_id": "31f6a274-ebc0-4b1a-b988-bc1e6875d9fc", "text": "Brown wooden nightstand with two drawers, open cubby, and raised rim.", "entity_ids": [], "target_view_id": null }, { "option_id": "94b7d565-f18a-4efe-a03c-7a5cfe781f92", "text": "Black metal nightstand with rectangular top and two open shelves.", "entity_ids": [], "target_view_id": null }, { "option_id": "2e87c387-152f-45db-bc69-d93a634a2f09", "text": "Taupe three-drawer nightstand with long wrapped handles and thin black legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "1198dcaa-cf32-42de-9957-abc7f32a9194", "text": "Bronze cylindrical pedestal nightstand with round white top.", "entity_ids": [], "target_view_id": null }, { "option_id": "97eb078e-d594-4af3-9292-7afa00be3b93", "text": "Teal three-drawer nightstand with circular metal pulls and tapered legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "28c0c4bf-04c0-4718-a16b-9e77548151b1", "text": "Rounded wooden nightstand with white stone-look top and single drawer.", "entity_ids": [], "target_view_id": null }, { "option_id": "f3a75ec6-8775-44e6-b291-2ddbc4ed84b6", "text": "Brown two-drawer wooden nightstand with chevron grain pattern.", "entity_ids": [], "target_view_id": null }, { "option_id": "22173911-de45-4104-9ac1-f213c0d7a9ba", "text": "White rounded nightstand with two curved handleless drawer fronts.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "94b7d565-f18a-4efe-a03c-7a5cfe781f92", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer only open shelves with no drawers.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "10_WW6c8Q0yppU:stale_preference:001:6f412a27", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When a white round tiered nightstand appears beside a dark gray bed beneath three wall pictures, now that you have moved from a small studio bedroom to a larger bedroom, tell me which of all the nightstands shown so far best suits you?", "historical_preference": "I preferred one drawer with one open lower shelf.\nIn my former small studio bedroom, I needed mixed storage in one compact nightstand; I have moved from a small studio bedroom to a larger bedroom.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 110.0, "original_segment_end_s": 220.0, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000010/evidence/turn_000002/option_001.jpg", "cases/UPC_000010/evidence/turn_000002/option_002.jpg", "cases/UPC_000010/evidence/turn_000002/option_003.jpg", "cases/UPC_000010/evidence/turn_000002/option_004.jpg", "cases/UPC_000010/evidence/turn_000002/option_005.jpg", "cases/UPC_000010/evidence/turn_000002/option_006.jpg", "cases/UPC_000010/evidence/turn_000002/option_007.jpg", "cases/UPC_000010/evidence/turn_000002/option_008.jpg", "cases/UPC_000010/evidence/turn_000002/option_009.jpg", "cases/UPC_000010/evidence/turn_000002/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现深灰色床旁的白色圆形叠层床头柜（墙上三幅挂画）时，告诉我目前出现的所有床头柜哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "黑铁框开放边几" }, "wrong_answer": { "text": "木质开放式方几" }, "answer_options": [ { "id": "9a950c85-ad21-4113-bdf4-84ec4f97083f", "text": "木质开放式方几", "image_filename": "10_WW6c8Q0yppU_t115.0s_木质开放式方几.jpg" }, { "id": "3858e8f3-a9f8-4930-8eea-148de3eb3958", "text": "灰色三抽床头柜", "image_filename": "10_WW6c8Q0yppU_t126.0s_灰色三抽床头柜.jpg" }, { "id": "31f6a274-ebc0-4b1a-b988-bc1e6875d9fc", "text": "胡桃木双抽柜", "image_filename": "10_WW6c8Q0yppU_t137.0s_胡桃木双抽柜.jpg" }, { "id": "94b7d565-f18a-4efe-a03c-7a5cfe781f92", "text": "黑铁框开放边几", "image_filename": "10_WW6c8Q0yppU_t148.0s_黑铁框开放边几.jpg" }, { "id": "2e87c387-152f-45db-bc69-d93a634a2f09", "text": "棕色多抽矮柜", "image_filename": "10_WW6c8Q0yppU_t159.0s_棕色多抽矮柜.jpg" }, { "id": "1198dcaa-cf32-42de-9957-abc7f32a9194", "text": "铜色圆筒边几", "image_filename": "10_WW6c8Q0yppU_t170.0s_铜色圆筒边几.jpg" }, { "id": "97eb078e-d594-4af3-9292-7afa00be3b93", "text": "蓝绿色三抽柜", "image_filename": "10_WW6c8Q0yppU_t181.0s_蓝绿色三抽柜.jpg" }, { "id": "28c0c4bf-04c0-4718-a16b-9e77548151b1", "text": "大理石面圆木桌", "image_filename": "10_WW6c8Q0yppU_t192.0s_大理石面圆木桌.jpg" }, { "id": "f3a75ec6-8775-44e6-b291-2ddbc4ed84b6", "text": "拼花木纹床头柜", "image_filename": "10_WW6c8Q0yppU_t203.0s_拼花木纹床头柜.jpg" }, { "id": "22173911-de45-4104-9ac1-f213c0d7a9ba", "text": "白色圆形叠层柜", "image_filename": "10_WW6c8Q0yppU_t214.0s_白色圆形叠层柜.jpg" } ] } }, "preference_change_context": { "past_context": "In my former small studio bedroom, I needed mixed storage in one compact nightstand.", "current_context": "I have moved from a small studio bedroom to a larger bedroom.", "why_old_basis_expired": "The larger bedroom removes the space constraint behind combining drawer and shelf storage." }, "affected_old_preference": "I preferred one drawer with one open lower shelf.", "new_preference": "I now prefer only open shelves with no drawers.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "color family", "expected_user_reply": "I prefer dark neutral tones.", "matching_answer_labels": [ "D", "I" ] }, { "label": "B", "feature": "tabletop shape", "expected_user_reply": "I prefer a rectangular tabletop.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "G", "I" ] }, { "label": "C", "feature": "base structure", "expected_user_reply": "I prefer an open-frame base.", "matching_answer_labels": [ "A", "D" ] }, { "label": "D", "feature": "surface finish", "expected_user_reply": "I prefer a smooth solid-color finish.", "matching_answer_labels": [ "B", "D", "E", "G", "J" ] }, { "label": "E", "feature": "visible hardware style", "expected_user_reply": "I prefer no visible knobs or pulls.", "matching_answer_labels": [ "A", "D", "F", "J" ] }, { "label": "F", "feature": "storage layout", "expected_user_reply": "I now prefer only open shelves with no drawers.", "matching_answer_labels": [ "D" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:22:49.446373+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862122+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a white round tiered nightstand appears beside a dark gray bed beneath three wall pictures, now that you have moved from a small studio bedroom to a larger bedroom, tell me which of all the nightstands shown so far best suits you?", "language": "en" } } } }, { "turn_id": "UPC_000010_turn_000003", "query": { "text": "When a white X-legged tray table holding a white cutout lantern appears, now that you have moved from your rustic cabin into a larger bedroom, tell me which of all the bedside tables shown currently suits you best?", "language": "en" }, "query_time_s": 220.0, "time_range": { "start_s": 220.0, "end_s": 330.0 }, "windows": { "waiting": null, "asking": { "start_s": 220.0, "end_s": 319.0, "start_frame": 6600, "end_frame": 9570 }, "answering": { "start_s": 319.0, "end_s": 330.0, "start_frame": 9570, "end_frame": 9900 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer a bedside table with visible drawers?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which overall design style do you currently prefer for your bedside table?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer raised legs or a floor-level base?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Would you like a rectangular rather than round tabletop?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you prefer visible wood grain on your bedside table?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Would you prefer an enclosed cabinet body instead of open framing?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "e0f3848c-9ede-454d-a757-1321166906d3", "text": "Carved natural-wood hourglass stump table with a round top.", "entity_ids": [], "target_view_id": null }, { "option_id": "286e4e95-6e1a-4d29-9467-02909e721b07", "text": "Dark brown wooden nightstand with two drawers, round knobs, and legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "a2bab996-a34c-4b69-bd47-d1d814540360", "text": "Charcoal wood-grain nightstand formed by two offset rectangular drawer boxes.", "entity_ids": [], "target_view_id": null }, { "option_id": "ffcac70d-91a0-4aa9-be0a-b488d2646797", "text": "Black metal open-frame table with curved geometric supports and dark top.", "entity_ids": [], "target_view_id": null }, { "option_id": "8b855116-873d-4a62-8f1e-f1181852bb76", "text": "White box nightstand with pale wood drawer, shelf, and tapered legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "2df9b82e-e8af-4b24-a458-b7d5042d9f24", "text": "Light gray two-drawer nightstand with square pulls and slim legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "5b0f417b-719a-4eae-a0c1-341afb7c4ce4", "text": "Taupe textured rectangular table with thick top and slab supports.", "entity_ids": [], "target_view_id": null }, { "option_id": "cdc80d10-d4ff-4b65-bbf2-2096b761f681", "text": "Dark wood floating bedside shelf with an angular wraparound shape.", "entity_ids": [], "target_view_id": null }, { "option_id": "cb77c910-0fe2-4e24-b186-a710e9f36977", "text": "White round tripod table with wood-toned lower leg sections.", "entity_ids": [], "target_view_id": null }, { "option_id": "2fa2d03a-4893-4a83-947f-4766e355f619", "text": "Hexagonal wood-top table with white crisscross wire legs.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "286e4e95-6e1a-4d29-9467-02909e721b07", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a traditional dark-wood design.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "10_WW6c8Q0yppU:stale_preference:002:df8ad4c5", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When a white X-legged tray table holding a white cutout lantern appears, now that you have moved from your rustic cabin into a larger bedroom, tell me which of all the bedside tables shown currently suits you best?", "historical_preference": "I prefer a rustic sculptural natural-wood design.\nI lived in a rustic cabin and favored furniture matching its decor; I have moved from the rustic cabin into a larger bedroom.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 220.0, "original_segment_end_s": 330.0, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000010/evidence/turn_000003/option_001.jpg", "cases/UPC_000010/evidence/turn_000003/option_002.jpg", "cases/UPC_000010/evidence/turn_000003/option_003.jpg", "cases/UPC_000010/evidence/turn_000003/option_004.jpg", "cases/UPC_000010/evidence/turn_000003/option_005.jpg", "cases/UPC_000010/evidence/turn_000003/option_006.jpg", "cases/UPC_000010/evidence/turn_000003/option_007.jpg", "cases/UPC_000010/evidence/turn_000003/option_008.jpg", "cases/UPC_000010/evidence/turn_000003/option_009.jpg", "cases/UPC_000010/evidence/turn_000003/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现放着白色镂空灯笼的白色X腿托盘桌时，告诉我目前出现的所有床头柜哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "深木双抽古典柜" }, "wrong_answer": { "text": "橙色墩形凳几" }, "answer_options": [ { "id": "e0f3848c-9ede-454d-a757-1321166906d3", "text": "橙色墩形凳几", "image_filename": "10_WW6c8Q0yppU_t225.0s_橙色墩形凳几.jpg" }, { "id": "286e4e95-6e1a-4d29-9467-02909e721b07", "text": "深木双抽古典柜", "image_filename": "10_WW6c8Q0yppU_t236.0s_深木双抽古典柜.jpg" }, { "id": "a2bab996-a34c-4b69-bd47-d1d814540360", "text": "灰色错层方块柜", "image_filename": "10_WW6c8Q0yppU_t247.0s_灰色错层方块柜.jpg" }, { "id": "ffcac70d-91a0-4aa9-be0a-b488d2646797", "text": "黑色几何铁艺几", "image_filename": "10_WW6c8Q0yppU_t258.0s_黑色几何铁艺几.jpg" }, { "id": "8b855116-873d-4a62-8f1e-f1181852bb76", "text": "白木北欧单抽柜", "image_filename": "10_WW6c8Q0yppU_t269.0s_白木北欧单抽柜.jpg" }, { "id": "2df9b82e-e8af-4b24-a458-b7d5042d9f24", "text": "白色镜面双抽柜", "image_filename": "10_WW6c8Q0yppU_t280.0s_白色镜面双抽柜.jpg" }, { "id": "5b0f417b-719a-4eae-a0c1-341afb7c4ce4", "text": "浅木长凳式床头柜", "image_filename": "10_WW6c8Q0yppU_t291.0s_浅木长凳式床头柜.jpg" }, { "id": "cdc80d10-d4ff-4b65-bbf2-2096b761f681", "text": "悬浮木板床头柜", "image_filename": "10_WW6c8Q0yppU_t302.0s_悬浮木板床头柜.jpg" }, { "id": "cb77c910-0fe2-4e24-b186-a710e9f36977", "text": "白色三脚小圆桌", "image_filename": "10_WW6c8Q0yppU_t313.0s_白色三脚小圆桌.jpg" }, { "id": "2fa2d03a-4893-4a83-947f-4766e355f619", "text": "白色X腿托盘桌", "image_filename": "10_WW6c8Q0yppU_t324.0s_白色X腿托盘桌.jpg" } ] } }, "preference_change_context": { "past_context": "I lived in a rustic cabin and favored furniture matching its decor.", "current_context": "I have moved from the rustic cabin into a larger bedroom.", "why_old_basis_expired": "The cabin decor that supported my former style preference is no longer present." }, "affected_old_preference": "I prefer a rustic sculptural natural-wood design.", "new_preference": "I prefer a traditional dark-wood design.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "B" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible drawer presence", "expected_user_reply": "I prefer visible drawers.", "matching_answer_labels": [ "B", "C", "E", "F" ] }, { "label": "B", "feature": "overall visible design style", "expected_user_reply": "I prefer a traditional dark-wood design.", "matching_answer_labels": [ "B" ] }, { "label": "C", "feature": "support and base configuration", "expected_user_reply": "I prefer raised legs.", "matching_answer_labels": [ "B", "D", "E", "F", "I", "J" ] }, { "label": "D", "feature": "tabletop geometry", "expected_user_reply": "I prefer a rectangular tabletop.", "matching_answer_labels": [ "B", "C", "E", "F", "G", "H" ] }, { "label": "E", "feature": "visible surface grain", "expected_user_reply": "I prefer visible wood grain.", "matching_answer_labels": [ "A", "B", "C", "E", "G", "H", "J" ] }, { "label": "F", "feature": "enclosed versus open body", "expected_user_reply": "I prefer an enclosed cabinet body.", "matching_answer_labels": [ "B", "C", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:25:03.433384+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862126+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a white X-legged tray table holding a white cutout lantern appears, now that you have moved from your rustic cabin into a larger bedroom, tell me which of all the bedside tables shown currently suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/10_WW6c8Q0yppU/10_WW6c8Q0yppU.mp4", "duration_s": 333.033333, "width": 1920, "height": 1080, "fps": { "num": 30, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000011", "source": { "dataset": "YouTube", "video_id": "11_6TvBXf1G6N4", "filename": "11_6TvBXf1G6N4.mp4", "url": null, "input_filename": "11_6TvBXf1G6N4.mp4" }, "media": { "uri": "cases/UPC_000011/video.mp4", "duration_s": 304.337367, "width": 1920, "height": 1080, "frame_count": 9166, "fps": { "num": 30000, "den": 1001, "value": 29.97002997002997 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000011_turn_000001", "query": { "text": "When the scene cuts to both the left and right panels showing only the gray printed bodycon dress, with all the other outfits having left the frame, tell me which of all the outfits shown so far is most suitable for me?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 108.275 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 78.645, "start_frame": 0, "end_frame": 2357 }, "answering": { "start_s": 78.645, "end_s": 93.36, "start_frame": 2357, "end_frame": 2798 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer solid clothing or visibly patterned clothing?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer a dress or a trousers-based outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What handbag color do you currently prefer with an outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which visible shoe style do you currently prefer with these outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What color do you currently prefer for your outer layer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer outfits with or without a visible necklace?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_e", "correct_option_ids": [ "ask_e" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "0a22ecb8-99e0-4c47-8bac-b94cba4090e2", "text": "Olive blazer, white V-neck top, dark skinny jeans, tan pumps.", "entity_ids": [], "target_view_id": null }, { "option_id": "9d5feeb6-4e9d-42fb-92fe-b3f12a0462cb", "text": "Navy short-sleeve top, checked cropped trousers, black tote, tan pumps.", "entity_ids": [], "target_view_id": null }, { "option_id": "378c5b01-df8d-4a1b-841a-48bbc1c5c28f", "text": "Black long blazer, white blouse, gray cuffed trousers, tan pumps.", "entity_ids": [], "target_view_id": null }, { "option_id": "fe50d823-cdff-4a62-89b1-c66751f3a02d", "text": "Navy long cardigan over light gray fitted dress, brown tote.", "entity_ids": [], "target_view_id": null }, { "option_id": "1496eea3-0535-49ac-9ba2-fa8d6066a06e", "text": "Gray T-shirt tucked into light gray belted trousers, tan tote.", "entity_ids": [], "target_view_id": null }, { "option_id": "5eccf7dc-1e79-459c-b64b-c0a8e91f3085", "text": "Blush blouse, dusty rose cuffed trousers, tan tote, beige pumps.", "entity_ids": [], "target_view_id": null }, { "option_id": "cb420d15-f34b-41df-a889-3ad37f0fe099", "text": "Dark olive button-up blouse, matching pleated trousers, tan pumps.", "entity_ids": [], "target_view_id": null }, { "option_id": "793ab6d8-ea2d-4823-8374-da1d34184553", "text": "Gray patterned belted sheath dress with front slit, black tote.", "entity_ids": [], "target_view_id": null }, { "option_id": "c8e236d4-4c3a-45a0-a5a1-34d24b98838a", "text": "Gray small-print button-front flared dress with brown tote.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "fe50d823-cdff-4a62-89b1-c66751f3a02d", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer a navy outer layer.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "11_6TvBXf1G6N4:stale_preference:000:a50acb5a", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the scene cuts to both the left and right panels showing only the gray printed bodycon dress, with all the other outfits having left the frame, tell me which of all the outfits shown so far is most suitable for me?", "historical_preference": "I preferred an olive outer layer.\nMy former workplace required earth-toned outer layers; My workplace now has a color-neutral dress code.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 108.275, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000011/evidence/turn_000001/option_001.jpg", "cases/UPC_000011/evidence/turn_000001/option_002.jpg", "cases/UPC_000011/evidence/turn_000001/option_003.jpg", "cases/UPC_000011/evidence/turn_000001/option_004.jpg", "cases/UPC_000011/evidence/turn_000001/option_005.jpg", "cases/UPC_000011/evidence/turn_000001/option_006.jpg", "cases/UPC_000011/evidence/turn_000001/option_007.jpg", "cases/UPC_000011/evidence/turn_000001/option_008.jpg", "cases/UPC_000011/evidence/turn_000001/option_009.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到左右两格都只剩那条灰色印花包臀连衣裙、其他套装全部离开画面时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "藏青长开衫配米色裙" }, "wrong_answer": { "text": "橄榄绿西装配牛仔裤" }, "answer_options": [ { "id": "0a22ecb8-99e0-4c47-8bac-b94cba4090e2", "text": "橄榄绿西装配牛仔裤", "image_filename": "11_6TvBXf1G6N4_t0.5s_橄榄绿西装配牛仔裤.jpg" }, { "id": "9d5feeb6-4e9d-42fb-92fe-b3f12a0462cb", "text": "藏青T恤配灰格纹裤", "image_filename": "11_6TvBXf1G6N4_t14.5s_藏青T恤配灰格纹裤.jpg" }, { "id": "378c5b01-df8d-4a1b-841a-48bbc1c5c28f", "text": "黑西装配灰格纹裤", "image_filename": "11_6TvBXf1G6N4_t22.0s_黑西装配灰格纹裤.jpg" }, { "id": "fe50d823-cdff-4a62-89b1-c66751f3a02d", "text": "藏青长开衫配米色裙", "image_filename": "11_6TvBXf1G6N4_t28.0s_藏青长开衫配米色裙.jpg" }, { "id": "1496eea3-0535-49ac-9ba2-fa8d6066a06e", "text": "浅灰绿T恤配浅灰裤", "image_filename": "11_6TvBXf1G6N4_t50.0s_浅灰绿T恤配浅灰裤.jpg" }, { "id": "5eccf7dc-1e79-459c-b64b-c0a8e91f3085", "text": "藕粉衬衫配藕粉长裤", "image_filename": "11_6TvBXf1G6N4_t64.0s_藕粉衬衫配藕粉长裤.jpg" }, { "id": "cb420d15-f34b-41df-a889-3ad37f0fe099", "text": "军绿衬衫配军绿长裤", "image_filename": "11_6TvBXf1G6N4_t59.5s_军绿衬衫配军绿长裤.jpg" }, { "id": "793ab6d8-ea2d-4823-8374-da1d34184553", "text": "灰印花包臀连衣裙", "image_filename": "11_6TvBXf1G6N4_t81.0s_灰印花包臀连衣裙.jpg" }, { "id": "c8e236d4-4c3a-45a0-a5a1-34d24b98838a", "text": "黑白碎花衬衫裙", "image_filename": "11_6TvBXf1G6N4_t75.0s_黑白碎花衬衫裙.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace required earth-toned outer layers.", "current_context": "My workplace now has a color-neutral dress code.", "why_old_basis_expired": "The former rule no longer restricts my outer-layer color choice." }, "affected_old_preference": "I preferred an olive outer layer.", "new_preference": "I currently prefer a navy outer layer.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "clothing pattern", "expected_user_reply": "I currently prefer solid clothing.", "matching_answer_labels": [ "A", "C", "D", "E", "F", "G" ] }, { "label": "B", "feature": "outfit garment format", "expected_user_reply": "I currently prefer a dress.", "matching_answer_labels": [ "D", "H", "I" ] }, { "label": "C", "feature": "handbag color", "expected_user_reply": "I currently prefer a brown handbag.", "matching_answer_labels": [ "D", "I" ] }, { "label": "D", "feature": "shoe style", "expected_user_reply": "I currently prefer closed-toe pumps.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H", "I" ] }, { "label": "E", "feature": "outer-layer color", "expected_user_reply": "I currently prefer a navy outer layer.", "matching_answer_labels": [ "D" ] }, { "label": "F", "feature": "visible necklace presence", "expected_user_reply": "I currently prefer a visible necklace.", "matching_answer_labels": [ "B", "C", "D", "E", "G", "H", "I" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:18:52.398631+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861975+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene cuts to both the left and right panels showing only the gray printed bodycon dress, with all the other outfits having left the frame, tell me which of all the outfits shown so far is most suitable for me?", "language": "en" } } } }, { "turn_id": "UPC_000011_turn_000002", "query": { "text": "When the scene cuts to both the left and right panels showing only the outfit consisting of a white short-sleeved shirt paired with a brick-red long pleated skirt, with no other outfits in the frame, tell me which of all the outfits shown so far is most suitable for me?", "language": "en" }, "query_time_s": 108.275, "time_range": { "start_s": 108.275, "end_s": 218.452 }, "windows": { "waiting": null, "asking": { "start_s": 108.275, "end_s": 206.907, "start_frame": 3245, "end_frame": 6201 }, "answering": { "start_s": 206.907, "end_s": 215.315, "start_frame": 6201, "end_frame": 6453 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer solid fabrics or visibly patterned clothing?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What color footwear do you currently prefer with your outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What lower-garment color and silhouette do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently want the outfit shown with a handbag?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which sleeve length do you currently prefer for the main top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer an outfit without a visible outer layer?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "760ba399-d350-41aa-8603-15a483aaa353", "text": "Woman in black short-sleeve top and sage tapered ankle trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "723cbd20-ab32-41c9-b46a-2c229090c348", "text": "Woman in gray top and cream pleated midi skirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "e0d1b90e-ce2a-444b-a08f-21b519036998", "text": "Woman in striped tee and navy wide-leg cropped trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "0654948b-35c2-4007-8969-214ea360d3f4", "text": "Woman in belted green short-sleeve wide-leg jumpsuit.", "entity_ids": [], "target_view_id": null }, { "option_id": "f272a780-4f3f-4785-9604-9ee9358daa23", "text": "Woman in brick-red blazer and matching cropped trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "0cde9c8f-5605-4bcd-8555-4f9de29b7798", "text": "Woman in black blazer over zebra-patterned midi dress.", "entity_ids": [], "target_view_id": null }, { "option_id": "a3faa3fb-d5d0-41ca-89bf-c2bda56cafc7", "text": "Woman in black dress with white pleated hem panel.", "entity_ids": [], "target_view_id": null }, { "option_id": "41ac414d-45f2-41f8-ae46-3b10cf503fd8", "text": "Woman in white short-sleeve shirt and brick-red pleated midi skirt.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "41ac414d-45f2-41f8-ae46-3b10cf503fd8", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a brick-red full pleated skirt.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "11_6TvBXf1G6N4:stale_preference:001:f89552ad", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the scene cuts to both the left and right panels showing only the outfit consisting of a white short-sleeved shirt paired with a brick-red long pleated skirt, with no other outfits in the frame, tell me which of all the outfits shown so far is most suitable for me?", "historical_preference": "I prefer sage tapered ankle trousers.\nI bicycled to work daily, so tapered trousers stayed clear of the pedals; I now drive to work instead of cycling.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 108.275, "original_segment_end_s": 218.452, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000011/evidence/turn_000002/option_001.jpg", "cases/UPC_000011/evidence/turn_000002/option_002.jpg", "cases/UPC_000011/evidence/turn_000002/option_003.jpg", "cases/UPC_000011/evidence/turn_000002/option_004.jpg", "cases/UPC_000011/evidence/turn_000002/option_005.jpg", "cases/UPC_000011/evidence/turn_000002/option_006.jpg", "cases/UPC_000011/evidence/turn_000002/option_007.jpg", "cases/UPC_000011/evidence/turn_000002/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到左右两格都只剩白色短袖衬衫配砖红色百褶长裙这一套、没有其他套装同框时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "白衬衫配砖红百褶裙" }, "wrong_answer": { "text": "黑T恤配橄榄绿长裤" }, "answer_options": [ { "id": "760ba399-d350-41aa-8603-15a483aaa353", "text": "黑T恤配橄榄绿长裤", "image_filename": "11_6TvBXf1G6N4_t115.5s_黑T恤配橄榄绿长裤.jpg" }, { "id": "723cbd20-ab32-41c9-b46a-2c229090c348", "text": "灰T恤配米白长褶裙", "image_filename": "11_6TvBXf1G6N4_t121.5s_灰T恤配米白长褶裙.jpg" }, { "id": "e0d1b90e-ce2a-444b-a08f-21b519036998", "text": "条纹T恤配藏青阔腿裤", "image_filename": "11_6TvBXf1G6N4_t129.0s_条纹T恤配藏青阔腿裤.jpg" }, { "id": "0654948b-35c2-4007-8969-214ea360d3f4", "text": "墨绿色短袖连体裤", "image_filename": "11_6TvBXf1G6N4_t165.0s_墨绿色短袖连体裤.jpg" }, { "id": "f272a780-4f3f-4785-9604-9ee9358daa23", "text": "砖红色亚麻西装套装", "image_filename": "11_6TvBXf1G6N4_t173.0s_砖红色亚麻西装套装.jpg" }, { "id": "0cde9c8f-5605-4bcd-8555-4f9de29b7798", "text": "斑马纹吊带裙配黑外套", "image_filename": "11_6TvBXf1G6N4_t185.0s_斑马纹吊带裙配黑外套.jpg" }, { "id": "a3faa3fb-d5d0-41ca-89bf-c2bda56cafc7", "text": "黑连衣裙叠白百褶裙", "image_filename": "11_6TvBXf1G6N4_t200.0s_黑连衣裙叠白百褶裙.jpg" }, { "id": "41ac414d-45f2-41f8-ae46-3b10cf503fd8", "text": "白衬衫配砖红百褶裙", "image_filename": "11_6TvBXf1G6N4_t214.0s_白衬衫配砖红百褶裙.jpg" } ] } }, "preference_change_context": { "past_context": "I bicycled to work daily, so tapered trousers stayed clear of the pedals.", "current_context": "I now drive to work instead of cycling.", "why_old_basis_expired": "Driving removes the pedal-clearance reason for automatically favoring tapered trousers." }, "affected_old_preference": "I prefer sage tapered ankle trousers.", "new_preference": "I prefer a brick-red full pleated skirt.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "H" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "fabric pattern", "expected_user_reply": "I prefer solid fabrics.", "matching_answer_labels": [ "A", "B", "D", "E", "G", "H" ] }, { "label": "B", "feature": "footwear color", "expected_user_reply": "I prefer beige heels.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H" ] }, { "label": "C", "feature": "lower-garment color and silhouette", "expected_user_reply": "I prefer a brick-red full pleated skirt.", "matching_answer_labels": [ "H" ] }, { "label": "D", "feature": "visible handbag", "expected_user_reply": "I want the outfit shown with a handbag.", "matching_answer_labels": [ "B", "C", "D", "G", "H" ] }, { "label": "E", "feature": "main top sleeve length", "expected_user_reply": "I prefer short sleeves.", "matching_answer_labels": [ "A", "B", "C", "D", "G", "H" ] }, { "label": "F", "feature": "visible outer layer", "expected_user_reply": "I prefer no visible outer layer.", "matching_answer_labels": [ "A", "B", "C", "D", "G", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:18:55.832092+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861979+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene cuts to both the left and right panels showing only the outfit consisting of a white short-sleeved shirt paired with a brick-red long pleated skirt, with no other outfits in the frame, tell me which of all the outfits shown so far is most suitable for me?", "language": "en" } } } }, { "turn_id": "UPC_000011_turn_000003", "query": { "text": "When the scene cuts to both the left and right panels showing only the outfit consisting of a snakeskin-and-leopard-print patchwork top paired with a long black pleated skirt, tell me which of all the outfits shown so far is most suitable for me?", "language": "en" }, "query_time_s": 218.452, "time_range": { "start_s": 218.452, "end_s": 301.234 }, "windows": { "waiting": null, "asking": { "start_s": 218.452, "end_s": 295.695, "start_frame": 6547, "end_frame": 8862 }, "answering": { "start_s": 295.695, "end_s": 301.234, "start_frame": 8862, "end_frame": 9028 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which sleeve length do you currently prefer for the top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What color do you currently prefer for the outfit's lower garment?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which footwear type do you currently prefer, pumps or flats?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What trouser-leg silhouette do you currently prefer: wide, straight, or tapered?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which top pattern do you currently prefer: solid, striped, or animal print?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer separate tops and bottoms or a dress?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "873affa7-054c-4a84-961b-bad44bfc4a99", "text": "Gray short-sleeve T-shirt with navy cropped wide-leg trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "c443fac3-0458-4d52-b687-2b37bf373640", "text": "White collared blouse with white vertically striped trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "57578860-6ebe-4063-a870-81b1398571a0", "text": "Taupe sleeveless ruched knee-length dress with asymmetrical hem.", "entity_ids": [], "target_view_id": null }, { "option_id": "fe551062-cba8-4323-9249-2a9ff5047546", "text": "Taupe ruched dress layered beneath a black longline blazer.", "entity_ids": [], "target_view_id": null }, { "option_id": "e80c5a19-ec14-48a0-b3de-4c5b48a4554c", "text": "Taupe ruched dress with a long white open cardigan.", "entity_ids": [], "target_view_id": null }, { "option_id": "2c671059-0c7d-479b-ae0d-54731cd34d3d", "text": "Mixed animal-print puff-sleeve top with black tapered ankle trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "88b8b4bb-6d7b-4794-a78b-182465599586", "text": "Black short-sleeve top with white spotted midi skirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "8f3f35b3-14d9-4f80-8886-ff156b6e9c04", "text": "Tan animal-print dress layered under a black blazer.", "entity_ids": [], "target_view_id": null }, { "option_id": "66a68e87-fd39-41ae-9ad4-c45b7e700b45", "text": "Mixed animal-print puff-sleeve top with black pleated midi skirt.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "2c671059-0c7d-479b-ae0d-54731cd34d3d", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer tapered-leg trousers.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "11_6TvBXf1G6N4:stale_preference:002:323c5e9b", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the scene cuts to both the left and right panels showing only the outfit consisting of a snakeskin-and-leopard-print patchwork top paired with a long black pleated skirt, tell me which of all the outfits shown so far is most suitable for me?", "historical_preference": "I preferred an extra-wide trouser-leg silhouette.\nMy former workplace required wide-leg trousers as part of its uniform; My new workplace has no prescribed trouser silhouette.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 218.452, "original_segment_end_s": 301.234, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000011/evidence/turn_000003/option_001.jpg", "cases/UPC_000011/evidence/turn_000003/option_002.jpg", "cases/UPC_000011/evidence/turn_000003/option_003.jpg", "cases/UPC_000011/evidence/turn_000003/option_004.jpg", "cases/UPC_000011/evidence/turn_000003/option_005.jpg", "cases/UPC_000011/evidence/turn_000003/option_006.jpg", "cases/UPC_000011/evidence/turn_000003/option_007.jpg", "cases/UPC_000011/evidence/turn_000003/option_008.jpg", "cases/UPC_000011/evidence/turn_000003/option_009.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到左右两格都只剩蛇纹豹纹拼接印花上衣配黑色长褶裙这一套时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "印花上衣配黑色西裤" }, "wrong_answer": { "text": "灰条纹T恤配藏青裙裤" }, "answer_options": [ { "id": "873affa7-054c-4a84-961b-bad44bfc4a99", "text": "灰条纹T恤配藏青裙裤", "image_filename": "11_6TvBXf1G6N4_t225.0s_灰条纹T恤配藏青裙裤.jpg" }, { "id": "c443fac3-0458-4d52-b687-2b37bf373640", "text": "白衬衫配条纹阔腿裤", "image_filename": "11_6TvBXf1G6N4_t239.0s_白衬衫配条纹阔腿裤.jpg" }, { "id": "57578860-6ebe-4063-a870-81b1398571a0", "text": "驼色抽褶连衣裙单穿", "image_filename": "11_6TvBXf1G6N4_t263.5s_驼色抽褶连衣裙单穿.jpg" }, { "id": "fe551062-cba8-4323-9249-2a9ff5047546", "text": "抽褶连衣裙配黑西装", "image_filename": "11_6TvBXf1G6N4_t269.0s_抽褶连衣裙配黑西装.jpg" }, { "id": "e80c5a19-ec14-48a0-b3de-4c5b48a4554c", "text": "抽褶裙配米白长开衫", "image_filename": "11_6TvBXf1G6N4_t274.0s_抽褶裙配米白长开衫.jpg" }, { "id": "2c671059-0c7d-479b-ae0d-54731cd34d3d", "text": "印花上衣配黑色西裤", "image_filename": "11_6TvBXf1G6N4_t288.5s_印花上衣配黑色西裤.jpg" }, { "id": "88b8b4bb-6d7b-4794-a78b-182465599586", "text": "黑T恤配豹点白半裙", "image_filename": "11_6TvBXf1G6N4_t291.5s_黑T恤配豹点白半裙.jpg" }, { "id": "8f3f35b3-14d9-4f80-8886-ff156b6e9c04", "text": "豹纹吊带裙配黑外套", "image_filename": "11_6TvBXf1G6N4_t294.0s_豹纹吊带裙配黑外套.jpg" }, { "id": "66a68e87-fd39-41ae-9ad4-c45b7e700b45", "text": "印花上衣配黑色长裙", "image_filename": "11_6TvBXf1G6N4_t298.0s_印花上衣配黑色长裙.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace required wide-leg trousers as part of its uniform.", "current_context": "My new workplace has no prescribed trouser silhouette.", "why_old_basis_expired": "The former uniform rule no longer applies in my current workplace." }, "affected_old_preference": "I preferred an extra-wide trouser-leg silhouette.", "new_preference": "I currently prefer tapered-leg trousers.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "F" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "top sleeve length", "expected_user_reply": "I currently prefer short sleeves.", "matching_answer_labels": [ "A", "F", "G", "I" ] }, { "label": "B", "feature": "lower-garment color", "expected_user_reply": "I currently prefer a black lower garment.", "matching_answer_labels": [ "F", "I" ] }, { "label": "C", "feature": "footwear type", "expected_user_reply": "I currently prefer pumps.", "matching_answer_labels": [ "A", "E", "F", "G", "I" ] }, { "label": "D", "feature": "trouser-leg silhouette", "expected_user_reply": "I currently prefer tapered-leg trousers.", "matching_answer_labels": [ "F" ] }, { "label": "E", "feature": "top pattern", "expected_user_reply": "I currently prefer mixed animal-print tops.", "matching_answer_labels": [ "F", "I" ] }, { "label": "F", "feature": "outfit garment structure", "expected_user_reply": "I currently prefer separate tops and bottoms.", "matching_answer_labels": [ "A", "B", "F", "G", "I" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:18:59.488307+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861983+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene cuts to both the left and right panels showing only the outfit consisting of a snakeskin-and-leopard-print patchwork top paired with a long black pleated skirt, tell me which of all the outfits shown so far is most suitable for me?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/11_6TvBXf1G6N4/11_6TvBXf1G6N4.mp4", "duration_s": 304.337367, "width": 1920, "height": 1080, "fps": { "num": 30000, "den": 1001 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000012", "source": { "dataset": "YouTube", "video_id": "12_ve3YRQwGgIw", "filename": "12_ve3YRQwGgIw.mp4", "url": null, "input_filename": "12_ve3YRQwGgIw.mp4" }, "media": { "uri": "cases/UPC_000012/video.mp4", "duration_s": 778.244133, "width": 1920, "height": 1080, "frame_count": 23335, "fps": { "num": 30000, "den": 1001, "value": 29.97002997002997 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000012_turn_000001", "query": { "text": "When she raises her hands, unfolds, and holds up a long off-white knitted cardigan, tell me which of all the outfits shown so far is most suitable for me?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 294.394 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 271.104, "start_frame": 0, "end_frame": 8125 }, "answering": { "start_s": 271.104, "end_s": 294.394, "start_frame": 8125, "end_frame": 8823 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which outer-layer color family do you currently prefer: neutral, pastel, or bright?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What base-top color do you currently prefer: white, beige, or another shade?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which footwear color do you currently prefer: light neutral or darker?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What handbag structure do you currently prefer: structured or softly slouched?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What lower-body coverage do you currently prefer: trousers, shorts, or a dress?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which sleeve length do you currently prefer: long, short, or sleeveless?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_e", "correct_option_ids": [ "ask_e" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "098a3c7a-d8bb-4b5c-a3bf-b75e70221a24", "text": "Mint cardigan, white tank, white trousers, and structured mint shoulder bag.", "entity_ids": [], "target_view_id": null }, { "option_id": "b16582e2-97fd-46c7-95d2-381bbcaecda7", "text": "Blue blazer with white crop top and blue-white swirl trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "58aed3a2-e12b-413a-aee1-f65c117bd03c", "text": "Cream sweater vest over white collared shirtdress with cream knee boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "a21b24e3-56b7-48f6-8f6a-b578d3c09d7b", "text": "White blazer over beige tennis-print crop top and matching shorts.", "entity_ids": [], "target_view_id": null }, { "option_id": "5ada5d29-7476-4879-96d4-c25ee3746186", "text": "Pale yellow jacket with pink heart-print trousers and round pink bag.", "entity_ids": [], "target_view_id": null }, { "option_id": "5c9ba588-9461-4e50-9c59-f1b6640f157f", "text": "Long cream chunky-knit cardigan, white crop top, and blue jeans.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "58aed3a2-e12b-413a-aee1-f65c117bd03c", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a short dress with bare legs.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "12_ve3YRQwGgIw:stale_preference:000:6bd0f173", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When she raises her hands, unfolds, and holds up a long off-white knitted cardigan, tell me which of all the outfits shown so far is most suitable for me?", "historical_preference": "I preferred plain white trousers for full leg coverage.\nMy outdoor winter commute previously required substantial leg coverage; My outdoor winter commute has been replaced by work in a temperature-controlled studio.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 294.394, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000012/evidence/turn_000001/option_001.jpg", "cases/UPC_000012/evidence/turn_000001/option_002.jpg", "cases/UPC_000012/evidence/turn_000001/option_003.jpg", "cases/UPC_000012/evidence/turn_000001/option_004.jpg", "cases/UPC_000012/evidence/turn_000001/option_005.jpg", "cases/UPC_000012/evidence/turn_000001/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当她抬手展开举起一件米白色长款针织开衫时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "白衬衫裙配黄背心" }, "wrong_answer": { "text": "白运动裤配豆绿开衫" }, "answer_options": [ { "id": "098a3c7a-d8bb-4b5c-a3bf-b75e70221a24", "text": "白运动裤配豆绿开衫", "image_filename": "12_ve3YRQwGgIw_t65.9s_白运动裤配豆绿开衫.jpg" }, { "id": "b16582e2-97fd-46c7-95d2-381bbcaecda7", "text": "印花阔腿裤配蓝西装", "image_filename": "12_ve3YRQwGgIw_t132.9s_印花阔腿裤配蓝西装.jpg" }, { "id": "58aed3a2-e12b-413a-aee1-f65c117bd03c", "text": "白衬衫裙配黄背心", "image_filename": "12_ve3YRQwGgIw_t168.9s_白衬衫裙配黄背心.jpg" }, { "id": "a21b24e3-56b7-48f6-8f6a-b578d3c09d7b", "text": "米色短裤套装配白衬衫", "image_filename": "12_ve3YRQwGgIw_t210.9s_米色短裤套装配白衬衫.jpg" }, { "id": "5ada5d29-7476-4879-96d4-c25ee3746186", "text": "粉色爱心裤配黄夹克", "image_filename": "12_ve3YRQwGgIw_t252.9s_粉色爱心裤配黄夹克.jpg" }, { "id": "5c9ba588-9461-4e50-9c59-f1b6640f157f", "text": "蓝牛仔裤配米白长开衫", "image_filename": "12_ve3YRQwGgIw_t280.9s_蓝牛仔裤配米白长开衫.jpg" } ] } }, "preference_change_context": { "past_context": "My outdoor winter commute previously required substantial leg coverage.", "current_context": "My outdoor winter commute has been replaced by work in a temperature-controlled studio.", "why_old_basis_expired": "The cold-weather reason for requiring fully covered legs no longer applies." }, "affected_old_preference": "I preferred plain white trousers for full leg coverage.", "new_preference": "I now prefer a short dress with bare legs.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "outer-layer color family", "expected_user_reply": "I prefer a white or cream outer layer.", "matching_answer_labels": [ "C", "D", "F" ] }, { "label": "B", "feature": "base-top color", "expected_user_reply": "I prefer a white top.", "matching_answer_labels": [ "A", "B", "C", "E", "F" ] }, { "label": "C", "feature": "footwear color", "expected_user_reply": "I prefer white or cream footwear.", "matching_answer_labels": [ "B", "C", "D", "E" ] }, { "label": "D", "feature": "handbag structure", "expected_user_reply": "I prefer a structured handbag.", "matching_answer_labels": [ "A", "B", "C", "E" ] }, { "label": "E", "feature": "lower-body garment style and coverage", "expected_user_reply": "I now prefer a short dress with bare legs.", "matching_answer_labels": [ "C" ] }, { "label": "F", "feature": "sleeve length", "expected_user_reply": "I prefer long sleeves.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:19:19.538416+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861987+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When she raises her hands, unfolds, and holds up a long off-white knitted cardigan, tell me which of all the outfits shown so far is most suitable for me?", "language": "en" } } } }, { "turn_id": "UPC_000012_turn_000002", "query": { "text": "When she picks up and puts on a cropped off-white knitted cardigan, tell me which of all the outfits shown so far is most suitable for me?", "language": "en" }, "query_time_s": 294.394, "time_range": { "start_s": 294.394, "end_s": 556.689 }, "windows": { "waiting": null, "asking": { "start_s": 294.394, "end_s": 538.104, "start_frame": 8823, "end_frame": 16127 }, "answering": { "start_s": 538.104, "end_s": 556.689, "start_frame": 16127, "end_frame": 16684 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What footwear style do you currently prefer: ankle boots, heels, or sneakers?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What bottom-garment length do you currently prefer: above-knee or full-length?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What dominant outfit color do you currently prefer: brown, black, or lighter neutrals?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer neck-reaching necklines or visibly lower-cut necklines?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer plaid outfits or outfits without plaid?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer outfits styled with or without a handbag?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "8c745271-bfc1-41b5-8d68-d4825c1c8a9e", "text": "Brown trousers, tie-dye halter top, dark cardigan, and beige handbag.", "entity_ids": [], "target_view_id": null }, { "option_id": "9a857953-085f-4227-b0c2-bf8562310daf", "text": "Pale blue halter top and leggings with a beige jacket.", "entity_ids": [], "target_view_id": null }, { "option_id": "510533ad-097c-44d0-8530-2ac8b9a012cc", "text": "Oversized beige button-up shirt worn with white ankle socks.", "entity_ids": [], "target_view_id": null }, { "option_id": "366f54a3-27f9-42cd-bad2-ec0d5675e7b3", "text": "White CHANEL sweatshirt, beige fitted shorts, sneakers, and crossbody bag.", "entity_ids": [], "target_view_id": null }, { "option_id": "a01878d7-9901-41f2-9c3e-e7b04bee856f", "text": "Pale blush belted short dress, matching heels, sunglasses, and handbag.", "entity_ids": [], "target_view_id": null }, { "option_id": "1018481c-0f3d-40e4-9bf6-2a80b8d8b75f", "text": "Black cutout top, shorts, patterned tights, arm warmers, and platform boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "811dfd22-3e27-41a9-b782-b07c37beec8a", "text": "White ribbed sweater under beige plaid short dress with taupe boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "f95fc32a-ccd3-4c41-a2eb-ce6f600b585e", "text": "Beige crop top, cream cardigan, sage trousers, and cream boots.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "1018481c-0f3d-40e4-9bf6-2a80b8d8b75f", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer predominantly black outfits.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "12_ve3YRQwGgIw:stale_preference:001:fd5d1ee3", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When she picks up and puts on a cropped off-white knitted cardigan, tell me which of all the outfits shown so far is most suitable for me?", "historical_preference": "I preferred predominantly dark brown outfits.\nMy former workplace required predominantly dark brown outfits; I now work somewhere without my former brown dress code.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 294.394, "original_segment_end_s": 556.689, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000012/evidence/turn_000002/option_001.jpg", "cases/UPC_000012/evidence/turn_000002/option_002.jpg", "cases/UPC_000012/evidence/turn_000002/option_003.jpg", "cases/UPC_000012/evidence/turn_000002/option_004.jpg", "cases/UPC_000012/evidence/turn_000002/option_005.jpg", "cases/UPC_000012/evidence/turn_000002/option_006.jpg", "cases/UPC_000012/evidence/turn_000002/option_007.jpg", "cases/UPC_000012/evidence/turn_000002/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当她拿起并穿上一件米白色短款针织开衫时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "黑色连体衣配黑短裙" }, "wrong_answer": { "text": "棕色长裤配格纹上衣" }, "answer_options": [ { "id": "8c745271-bfc1-41b5-8d68-d4825c1c8a9e", "text": "棕色长裤配格纹上衣", "image_filename": "12_ve3YRQwGgIw_t335.9s_棕色长裤配格纹上衣.jpg" }, { "id": "9a857953-085f-4227-b0c2-bf8562310daf", "text": "薄荷绿运动套装", "image_filename": "12_ve3YRQwGgIw_t368.9s_薄荷绿运动套装.jpg" }, { "id": "510533ad-097c-44d0-8530-2ac8b9a012cc", "text": "米色衬衫式连衣裙", "image_filename": "12_ve3YRQwGgIw_t381.9s_米色衬衫式连衣裙.jpg" }, { "id": "366f54a3-27f9-42cd-bad2-ec0d5675e7b3", "text": "白色卫衣配米色短裤", "image_filename": "12_ve3YRQwGgIw_t396.9s_白色卫衣配米色短裤.jpg" }, { "id": "a01878d7-9901-41f2-9c3e-e7b04bee856f", "text": "粉色短袖连衣裙", "image_filename": "12_ve3YRQwGgIw_t427.9s_粉色短袖连衣裙.jpg" }, { "id": "1018481c-0f3d-40e4-9bf6-2a80b8d8b75f", "text": "黑色连体衣配黑短裙", "image_filename": "12_ve3YRQwGgIw_t470.9s_黑色连体衣配黑短裙.jpg" }, { "id": "811dfd22-3e27-41a9-b782-b07c37beec8a", "text": "格纹吊带裙配白毛衣", "image_filename": "12_ve3YRQwGgIw_t515.9s_格纹吊带裙配白毛衣.jpg" }, { "id": "f95fc32a-ccd3-4c41-a2eb-ce6f600b585e", "text": "橄榄绿长裤配米白开衫", "image_filename": "12_ve3YRQwGgIw_t550.9s_橄榄绿长裤配米白开衫.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace required predominantly dark brown outfits.", "current_context": "I now work somewhere without my former brown dress code.", "why_old_basis_expired": "The workplace rule that supported my former color preference no longer applies." }, "affected_old_preference": "I preferred predominantly dark brown outfits.", "new_preference": "I currently prefer predominantly black outfits.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "F" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "footwear style", "expected_user_reply": "I currently prefer ankle boots.", "matching_answer_labels": [ "F", "G", "H" ] }, { "label": "B", "feature": "bottom-garment length", "expected_user_reply": "I currently prefer above-knee bottom garments.", "matching_answer_labels": [ "D", "E", "F", "G" ] }, { "label": "C", "feature": "dominant outfit color", "expected_user_reply": "I currently prefer predominantly black outfits.", "matching_answer_labels": [ "F" ] }, { "label": "D", "feature": "neckline height", "expected_user_reply": "I currently prefer necklines that reach my neck.", "matching_answer_labels": [ "B", "F", "G" ] }, { "label": "E", "feature": "plaid pattern presence", "expected_user_reply": "I currently prefer outfits without plaid.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "H" ] }, { "label": "F", "feature": "handbag presence", "expected_user_reply": "I currently prefer outfits styled without a handbag.", "matching_answer_labels": [ "C", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:19:18.236871+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861990+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When she picks up and puts on a cropped off-white knitted cardigan, tell me which of all the outfits shown so far is most suitable for me?", "language": "en" } } } }, { "turn_id": "UPC_000012_turn_000003", "query": { "text": "When she holds a beige plush handbag above her head, tell me which of all the outfits shown so far is most suitable for me?", "language": "en" }, "query_time_s": 556.689, "time_range": { "start_s": 556.689, "end_s": 775.208 }, "windows": { "waiting": null, "asking": { "start_s": 556.689, "end_s": 763.896, "start_frame": 16684, "end_frame": 22894 }, "answering": { "start_s": 763.896, "end_s": 775.208, "start_frame": 22894, "end_frame": 23233 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What outer-layer color do you currently prefer: pink, gray, or beige?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What sleeve length do you currently prefer for an outer layer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What footwear color do you currently prefer with your outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "How much midriff coverage do you currently prefer in an outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you prefer a visible top beneath an open outer layer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "How do you currently prefer to carry a bag with your outfit?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "1551f8e7-7400-457f-8ee5-ca784fc654ac", "text": "Woman in pink denim jacket, white crop top, and blue shorts.", "entity_ids": [], "target_view_id": null }, { "option_id": "f4e46902-3520-4643-8b8b-717ade28b52b", "text": "Woman in white mini dress with light gray ribbed cardigan.", "entity_ids": [], "target_view_id": null }, { "option_id": "f45b88ef-afcf-40e8-ae27-b47061f0845c", "text": "Woman in white short-sleeved mini dress with black trim.", "entity_ids": [], "target_view_id": null }, { "option_id": "0f95cfda-1891-492b-982c-5def44fe3f3a", "text": "Woman in beige one-shoulder knit top, white joggers, taupe ankle boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "2a6678c1-bb96-4e42-8958-b7959526160b", "text": "Woman in cream textured cardigan, white crop top, wide-leg pants.", "entity_ids": [], "target_view_id": null }, { "option_id": "ee18101f-04d2-4e2f-913f-8dbcb87f1803", "text": "Woman in beige corset crop top, two-tone brown joggers, fuzzy handbag.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "1551f8e7-7400-457f-8ee5-ca784fc654ac", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer pink outer layers.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "12_ve3YRQwGgIw:stale_preference:002:6b3bff7c", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When she holds a beige plush handbag above her head, tell me which of all the outfits shown so far is most suitable for me?", "historical_preference": "I preferred light gray outer layers.\nMy former workplace required neutral clothing, so I preferred light gray outer layers; My workplace no longer requires neutral clothing.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 556.689, "original_segment_end_s": 775.208, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000012/evidence/turn_000003/option_001.jpg", "cases/UPC_000012/evidence/turn_000003/option_002.jpg", "cases/UPC_000012/evidence/turn_000003/option_003.jpg", "cases/UPC_000012/evidence/turn_000003/option_004.jpg", "cases/UPC_000012/evidence/turn_000003/option_005.jpg", "cases/UPC_000012/evidence/turn_000003/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当她把一只米色毛绒手提包举到头顶上方时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "牛仔短裤配粉色外套" }, "wrong_answer": { "text": "白色连衣裙配米色开衫" }, "answer_options": [ { "id": "1551f8e7-7400-457f-8ee5-ca784fc654ac", "text": "牛仔短裤配粉色外套", "image_filename": "12_ve3YRQwGgIw_t596.9s_牛仔短裤配粉色外套.jpg" }, { "id": "f4e46902-3520-4643-8b8b-717ade28b52b", "text": "白色连衣裙配米色开衫", "image_filename": "12_ve3YRQwGgIw_t628.9s_白色连衣裙配米色开衫.jpg" }, { "id": "f45b88ef-afcf-40e8-ae27-b47061f0845c", "text": "米色粗花呢连衣裙", "image_filename": "12_ve3YRQwGgIw_t655.9s_米色粗花呢连衣裙.jpg" }, { "id": "0f95cfda-1891-492b-982c-5def44fe3f3a", "text": "米色束脚裤配卡其上衣", "image_filename": "12_ve3YRQwGgIw_t690.9s_米色束脚裤配卡其上衣.jpg" }, { "id": "2a6678c1-bb96-4e42-8958-b7959526160b", "text": "白色阔腿裤配浅绿开衫", "image_filename": "12_ve3YRQwGgIw_t733.9s_白色阔腿裤配浅绿开衫.jpg" }, { "id": "ee18101f-04d2-4e2f-913f-8dbcb87f1803", "text": "拼色工装裤配毛绒包", "image_filename": "12_ve3YRQwGgIw_t770.9s_拼色工装裤配毛绒包.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace required neutral clothing, so I preferred light gray outer layers.", "current_context": "My workplace no longer requires neutral clothing.", "why_old_basis_expired": "The former neutral-color rule no longer limits my outer-layer color choice." }, "affected_old_preference": "I preferred light gray outer layers.", "new_preference": "I prefer pink outer layers.", "preference_audit": { "old_matching_answer_labels": [ "B" ], "new_matching_answer_labels": [ "A" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "outer-layer color", "expected_user_reply": "I prefer pink outer layers.", "matching_answer_labels": [ "A" ] }, { "label": "B", "feature": "outer-layer sleeve length", "expected_user_reply": "I prefer long-sleeved outer layers.", "matching_answer_labels": [ "A", "B", "E" ] }, { "label": "C", "feature": "footwear color", "expected_user_reply": "I prefer predominantly white footwear.", "matching_answer_labels": [ "A", "E" ] }, { "label": "D", "feature": "midriff coverage", "expected_user_reply": "I prefer outfits with a visible midriff.", "matching_answer_labels": [ "A", "E", "F" ] }, { "label": "E", "feature": "garment layering", "expected_user_reply": "I prefer a visible top beneath an open outer layer.", "matching_answer_labels": [ "A", "E" ] }, { "label": "F", "feature": "bag carrying style", "expected_user_reply": "I prefer a bag worn from a shoulder strap.", "matching_answer_labels": [ "A", "C" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:19:28.349839+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861994+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When she holds a beige plush handbag above her head, tell me which of all the outfits shown so far is most suitable for me?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/12_ve3YRQwGgIw/12_ve3YRQwGgIw.mp4", "duration_s": 778.244133, "width": 1920, "height": 1080, "fps": { "num": 30000, "den": 1001 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000013", "source": { "dataset": "YouTube", "video_id": "13_0GxmzSerXIg", "filename": "13_0GxmzSerXIg.mp4", "url": null, "input_filename": "13_0GxmzSerXIg.mp4" }, "media": { "uri": "cases/UPC_000013/video.mp4", "duration_s": 748.233333, "width": 1920, "height": 1080, "frame_count": 22447, "fps": { "num": 30, "den": 1, "value": 30.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000013_turn_000001", "query": { "text": "When the model, wearing an olive-green printed maxi dress, takes the light pink off-the-shoulder ruffled maxi dress off the clothing rack on the right, tell me which of all the dresses shown so far is most suitable for me?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 283.5 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 232.533, "start_frame": 0, "end_frame": 6976 }, "answering": { "start_s": 232.533, "end_s": 244.7, "start_frame": 6976, "end_frame": 7341 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What dress color do you currently prefer: pink, taupe, or white?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which surface design do you currently prefer: smooth plain, printed, or pleated?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What overall dress length do you currently prefer for this occasion?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which shoulder style do you currently prefer: thin straps or wider straps?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which overall silhouette do you currently prefer: body-skimming or full-skirted?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What neckline treatment do you currently prefer: draped, square, or ruffled?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "8cd86eca-45c8-43b6-a563-28fef00fcbf8", "text": "Strapless ankle-length white dress with large lavender floral print.", "entity_ids": [], "target_view_id": null }, { "option_id": "69db9c26-8080-49ce-a2b2-326aa37b4a71", "text": "White square-neck midi dress with dense tiny gray-green print.", "entity_ids": [], "target_view_id": null }, { "option_id": "43cd558d-ec50-4fdb-a406-1d62800ff7a4", "text": "Solid dusty-pink satin slip dress with thin straps and cowl neckline.", "entity_ids": [], "target_view_id": null }, { "option_id": "bb4087e7-f07d-442b-8f9a-b54596824160", "text": "Taupe pleated maxi dress with cap sleeves and gathered V-neck.", "entity_ids": [], "target_view_id": null }, { "option_id": "f76d9a84-cebd-4d86-8cf6-956d17d7de85", "text": "Brown floral spaghetti-strap midi dress with a pleated hem.", "entity_ids": [], "target_view_id": null }, { "option_id": "50dc4c7a-af24-4f07-93aa-db0ef907ba17", "text": "Pale-pink off-shoulder floral maxi dress with ruffled neckline and hem.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "43cd558d-ec50-4fdb-a406-1d62800ff7a4", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a smooth plain surface without print or pleating.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "13_0GxmzSerXIg:stale_preference:000:99d30036", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the model, wearing an olive-green printed maxi dress, takes the light pink off-the-shoulder ruffled maxi dress off the clothing rack on the right, tell me which of all the dresses shown so far is most suitable for me?", "historical_preference": "I preferred lavender floral surface designs.\nI previously hosted weekly garden parties and favored lavender floral surface designs; My weekly garden-party hosting has ended, and I now need a dress for varied occasions.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 283.5, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000013/evidence/turn_000001/option_001.jpg", "cases/UPC_000013/evidence/turn_000001/option_002.jpg", "cases/UPC_000013/evidence/turn_000001/option_003.jpg", "cases/UPC_000013/evidence/turn_000001/option_004.jpg", "cases/UPC_000013/evidence/turn_000001/option_005.jpg", "cases/UPC_000013/evidence/turn_000001/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当模特穿着橄榄绿印花长裙、从右侧衣架取下那条浅粉色一字肩荷叶边长裙时，告诉我目前出现的所有裙子哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "粉色缎面吊带长裙" }, "wrong_answer": { "text": "淡紫花卉抹胸蓬裙" }, "answer_options": [ { "id": "8cd86eca-45c8-43b6-a563-28fef00fcbf8", "text": "淡紫花卉抹胸蓬裙", "image_filename": "13_0GxmzSerXIg_t14.7s_淡紫花卉抹胸蓬裙.jpg" }, { "id": "69db9c26-8080-49ce-a2b2-326aa37b4a71", "text": "白色碎花吊带中长裙", "image_filename": "13_0GxmzSerXIg_t79.7s_白色碎花吊带中长裙.jpg" }, { "id": "43cd558d-ec50-4fdb-a406-1d62800ff7a4", "text": "粉色缎面吊带长裙", "image_filename": "13_0GxmzSerXIg_t109.7s_粉色缎面吊带长裙.jpg" }, { "id": "bb4087e7-f07d-442b-8f9a-b54596824160", "text": "米灰条纹V领长裙", "image_filename": "13_0GxmzSerXIg_t181.7s_米灰条纹V领长裙.jpg" }, { "id": "f76d9a84-cebd-4d86-8cf6-956d17d7de85", "text": "橄榄绿印花长裙", "image_filename": "13_0GxmzSerXIg_t223.7s_橄榄绿印花长裙.jpg" }, { "id": "50dc4c7a-af24-4f07-93aa-db0ef907ba17", "text": "浅粉一字肩荷叶边裙", "image_filename": "13_0GxmzSerXIg_t241.7s_浅粉一字肩荷叶边裙.jpg" } ] } }, "preference_change_context": { "past_context": "I previously hosted weekly garden parties and favored lavender floral surface designs.", "current_context": "My weekly garden-party hosting has ended, and I now need a dress for varied occasions.", "why_old_basis_expired": "The event-specific reason for favoring a lavender floral design no longer applies." }, "affected_old_preference": "I preferred lavender floral surface designs.", "new_preference": "I now prefer a smooth plain surface without print or pleating.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "base color", "expected_user_reply": "I currently prefer pink.", "matching_answer_labels": [ "C", "F" ] }, { "label": "B", "feature": "surface design", "expected_user_reply": "I now prefer a smooth plain surface without print or pleating.", "matching_answer_labels": [ "C" ] }, { "label": "C", "feature": "overall length", "expected_user_reply": "I currently prefer a mid-calf length.", "matching_answer_labels": [ "B", "C", "E" ] }, { "label": "D", "feature": "shoulder style", "expected_user_reply": "I currently prefer thin shoulder straps.", "matching_answer_labels": [ "C", "E" ] }, { "label": "E", "feature": "overall silhouette", "expected_user_reply": "I currently prefer a body-skimming silhouette.", "matching_answer_labels": [ "C", "E" ] }, { "label": "F", "feature": "neckline treatment", "expected_user_reply": "I currently prefer a draped neckline.", "matching_answer_labels": [ "C", "D" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:19:34.333608+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861998+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the model, wearing an olive-green printed maxi dress, takes the light pink off-the-shoulder ruffled maxi dress off the clothing rack on the right, tell me which of all the dresses shown so far is most suitable for me?", "language": "en" } } } }, { "turn_id": "UPC_000013_turn_000002", "query": { "text": "When the model, wearing a purplish-red printed maxi dress, takes the pink floral tiered maxi dress off the clothing rack on the right, tell me which of all the dresses shown so far is most suitable for me?", "language": "en" }, "query_time_s": 283.5, "time_range": { "start_s": 283.5, "end_s": 526.5 }, "windows": { "waiting": null, "asking": { "start_s": 283.5, "end_s": 471.2, "start_frame": 8505, "end_frame": 14136 }, "answering": { "start_s": 471.2, "end_s": 483.2, "start_frame": 14136, "end_frame": 14496 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer solid-colored or floral-patterned dresses?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What dress hem length do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer sleeveless dresses or dresses with sleeves?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which dress color do you currently prefer: light blue, mauve, or another?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "How open do you currently prefer the dress neckline?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "How fitted do you currently prefer the dress waist?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "c256e654-7989-47fc-a552-ec94758b1f30", "text": "Light blue strapless fitted ankle-length dress with a straight neckline.", "entity_ids": [], "target_view_id": null }, { "option_id": "a6f39227-85f2-4a7d-86fe-603def2874e0", "text": "Mauve slip dress with ruffled neckline, rosette, and asymmetrical hem.", "entity_ids": [], "target_view_id": null }, { "option_id": "80cb2dac-57e5-4750-9784-ba2c3129f537", "text": "Pale yellow V-neck ankle-length dress with white shoulder bows.", "entity_ids": [], "target_view_id": null }, { "option_id": "75799f72-845b-47f3-a9e5-ceab998f8f4d", "text": "Teal ankle-length dress with flutter sleeves and deep V-back.", "entity_ids": [], "target_view_id": null }, { "option_id": "dac3cb38-0afc-4ae5-a3d8-dd9d7869fd6a", "text": "Dark burgundy sleeveless ankle-length dress with tonal floral pattern.", "entity_ids": [], "target_view_id": null }, { "option_id": "ac09f06e-8ae6-4814-9384-fbaebba5ff1e", "text": "Pink floral tiered floor-length dress with narrow straps.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "c256e654-7989-47fc-a552-ec94758b1f30", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer light blue.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "13_0GxmzSerXIg:stale_preference:001:8be255ed", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the model, wearing a purplish-red printed maxi dress, takes the pink floral tiered maxi dress off the clothing rack on the right, tell me which of all the dresses shown so far is most suitable for me?", "historical_preference": "I preferred mauve dresses.\nAt my former office, I chose mauve dresses to follow its muted-color dress code; I have moved to an office without dress-color restrictions.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 283.5, "original_segment_end_s": 526.5, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000013/evidence/turn_000002/option_001.jpg", "cases/UPC_000013/evidence/turn_000002/option_002.jpg", "cases/UPC_000013/evidence/turn_000002/option_003.jpg", "cases/UPC_000013/evidence/turn_000002/option_004.jpg", "cases/UPC_000013/evidence/turn_000002/option_005.jpg", "cases/UPC_000013/evidence/turn_000002/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当模特穿着紫红印花长裙、从右侧衣架取下那条粉色花卉层叠长裙时，告诉我目前出现的所有裙子哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "浅蓝抹胸包身长裙" }, "wrong_answer": { "text": "酒红荷叶边吊带裙" }, "answer_options": [ { "id": "c256e654-7989-47fc-a552-ec94758b1f30", "text": "浅蓝抹胸包身长裙", "image_filename": "13_0GxmzSerXIg_t313.7s_浅蓝抹胸包身长裙.jpg" }, { "id": "a6f39227-85f2-4a7d-86fe-603def2874e0", "text": "酒红荷叶边吊带裙", "image_filename": "13_0GxmzSerXIg_t337.7s_酒红荷叶边吊带裙.jpg" }, { "id": "80cb2dac-57e5-4750-9784-ba2c3129f537", "text": "鹅黄飞袖V领长裙", "image_filename": "13_0GxmzSerXIg_t373.7s_鹅黄飞袖V领长裙.jpg" }, { "id": "75799f72-845b-47f3-a9e5-ceab998f8f4d", "text": "青绿飞袖缎面长裙", "image_filename": "13_0GxmzSerXIg_t403.7s_青绿飞袖缎面长裙.jpg" }, { "id": "dac3cb38-0afc-4ae5-a3d8-dd9d7869fd6a", "text": "紫红印花无袖长裙", "image_filename": "13_0GxmzSerXIg_t434.7s_紫红印花无袖长裙.jpg" }, { "id": "ac09f06e-8ae6-4814-9384-fbaebba5ff1e", "text": "粉色花卉层叠长裙", "image_filename": "13_0GxmzSerXIg_t479.7s_粉色花卉层叠长裙.jpg" } ] } }, "preference_change_context": { "past_context": "At my former office, I chose mauve dresses to follow its muted-color dress code.", "current_context": "I have moved to an office without dress-color restrictions.", "why_old_basis_expired": "The former office's color policy no longer governs my dress choices." }, "affected_old_preference": "I preferred mauve dresses.", "new_preference": "I currently prefer light blue.", "preference_audit": { "old_matching_answer_labels": [ "B" ], "new_matching_answer_labels": [ "A" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "surface pattern", "expected_user_reply": "I currently prefer solid-colored dresses.", "matching_answer_labels": [ "A", "B", "C", "D" ] }, { "label": "B", "feature": "hem length", "expected_user_reply": "I currently prefer hems below the knee.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "C", "feature": "sleeve coverage", "expected_user_reply": "I currently prefer sleeveless dresses.", "matching_answer_labels": [ "A", "B", "E", "F" ] }, { "label": "D", "feature": "dress color", "expected_user_reply": "I currently prefer light blue.", "matching_answer_labels": [ "A" ] }, { "label": "E", "feature": "neckline openness", "expected_user_reply": "I currently prefer an open neckline below the collarbone.", "matching_answer_labels": [ "A", "B", "C", "F" ] }, { "label": "F", "feature": "waist shaping", "expected_user_reply": "I currently prefer a visibly fitted waist.", "matching_answer_labels": [ "A", "B", "C", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:19:20.926699+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862002+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the model, wearing a purplish-red printed maxi dress, takes the pink floral tiered maxi dress off the clothing rack on the right, tell me which of all the dresses shown so far is most suitable for me?", "language": "en" } } } }, { "turn_id": "UPC_000013_turn_000003", "query": { "text": "When the scene cuts to the model already changed into a magenta short-sleeved tie-waist maxi dress and walking toward the clothing rack while carrying an ice-blue dress in her hand, tell me which of all the dresses shown so far is most suitable for me?", "language": "en" }, "query_time_s": 526.5, "time_range": { "start_s": 526.5, "end_s": 745.2 }, "windows": { "waiting": null, "asking": { "start_s": 526.5, "end_s": 732.833, "start_frame": 15795, "end_frame": 21985 }, "answering": { "start_s": 732.833, "end_s": 745.2, "start_frame": 21985, "end_frame": 22356 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer solid-colored dresses or visibly patterned ones?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What hem length do you currently prefer for a dress?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer sleeveless dresses or dresses with sleeves?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which visible color family do you currently prefer for dresses?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What overall dress silhouette do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer a visible waist tie or no waist tie?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "e6d424ed-4319-4ad0-8a83-bf433b47462f", "text": "Sage green strapless ankle-grazing satin-look column dress.", "entity_ids": [], "target_view_id": null }, { "option_id": "9c508f6d-ea6f-4e3b-935b-bd78d2dddf35", "text": "Black sleeveless lower-calf dress with white polka dots and cowl neckline.", "entity_ids": [], "target_view_id": null }, { "option_id": "607b3445-78b4-4d5d-818e-ad185da7ee8b", "text": "Dark floral short-sleeved midi dress with pink and cream blossoms.", "entity_ids": [], "target_view_id": null }, { "option_id": "629ffe6b-3a2b-4941-91cb-415619d337c2", "text": "Brown long-sleeved above-knee dress with cream geometric floral pattern.", "entity_ids": [], "target_view_id": null }, { "option_id": "d325cb3c-887d-49a7-a6f9-4216e7eaf863", "text": "Ice-blue spaghetti-strap midi slip dress with layered shoulder ruffle.", "entity_ids": [], "target_view_id": null }, { "option_id": "ab564d38-9680-48e2-bf64-8c59f47a85ab", "text": "Mauve short-sleeved collared midi shirt dress with waist tie.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "629ffe6b-3a2b-4941-91cb-415619d337c2", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer an above-the-knee hem.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "13_0GxmzSerXIg:stale_preference:002:75407606", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the scene cuts to the model already changed into a magenta short-sleeved tie-waist maxi dress and walking toward the clothing rack while carrying an ice-blue dress in her hand, tell me which of all the dresses shown so far is most suitable for me?", "historical_preference": "I require an ankle-grazing hem.\nMy former office required ankle-grazing hems during client-facing work; I now work at a creative studio without a hem-length dress code.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 526.5, "original_segment_end_s": 745.2, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000013/evidence/turn_000003/option_001.jpg", "cases/UPC_000013/evidence/turn_000003/option_002.jpg", "cases/UPC_000013/evidence/turn_000003/option_003.jpg", "cases/UPC_000013/evidence/turn_000003/option_004.jpg", "cases/UPC_000013/evidence/turn_000003/option_005.jpg", "cases/UPC_000013/evidence/turn_000003/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到模特已换上玫红色短袖系带长裙、手里提着冰蓝色裙子走向衣架时，告诉我目前出现的所有裙子哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "棕色印花娃娃短裙" }, "wrong_answer": { "text": "豆绿缎面抹胸长裙" }, "answer_options": [ { "id": "e6d424ed-4319-4ad0-8a83-bf433b47462f", "text": "豆绿缎面抹胸长裙", "image_filename": "13_0GxmzSerXIg_t547.7s_豆绿缎面抹胸长裙.jpg" }, { "id": "9c508f6d-ea6f-4e3b-935b-bd78d2dddf35", "text": "黑底白波点开衩裙", "image_filename": "13_0GxmzSerXIg_t583.7s_黑底白波点开衩裙.jpg" }, { "id": "607b3445-78b4-4d5d-818e-ad185da7ee8b", "text": "藕粉碎花短袖中裙", "image_filename": "13_0GxmzSerXIg_t630.7s_藕粉碎花短袖中裙.jpg" }, { "id": "629ffe6b-3a2b-4941-91cb-415619d337c2", "text": "棕色印花娃娃短裙", "image_filename": "13_0GxmzSerXIg_t673.7s_棕色印花娃娃短裙.jpg" }, { "id": "d325cb3c-887d-49a7-a6f9-4216e7eaf863", "text": "冰蓝缎面吊带中长裙", "image_filename": "13_0GxmzSerXIg_t720.7s_冰蓝缎面吊带中长裙.jpg" }, { "id": "ab564d38-9680-48e2-bf64-8c59f47a85ab", "text": "玫红短袖系带长裙", "image_filename": "13_0GxmzSerXIg_t739.7s_玫红短袖系带长裙.jpg" } ] } }, "preference_change_context": { "past_context": "My former office required ankle-grazing hems during client-facing work.", "current_context": "I now work at a creative studio without a hem-length dress code.", "why_old_basis_expired": "The former workplace rule no longer applies, so my old hem-length requirement is stale." }, "affected_old_preference": "I require an ankle-grazing hem.", "new_preference": "I prefer an above-the-knee hem.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "surface pattern", "expected_user_reply": "I prefer visibly patterned dresses.", "matching_answer_labels": [ "B", "C", "D" ] }, { "label": "B", "feature": "hem length", "expected_user_reply": "I prefer an above-the-knee hem.", "matching_answer_labels": [ "D" ] }, { "label": "C", "feature": "sleeve coverage", "expected_user_reply": "I prefer dresses with sleeves.", "matching_answer_labels": [ "C", "D", "F" ] }, { "label": "D", "feature": "color family", "expected_user_reply": "I prefer brown-toned dresses.", "matching_answer_labels": [ "C", "D" ] }, { "label": "E", "feature": "overall silhouette", "expected_user_reply": "I prefer a flared silhouette.", "matching_answer_labels": [ "C", "D", "F" ] }, { "label": "F", "feature": "waist tie", "expected_user_reply": "I prefer no visible waist tie.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:19:33.029789+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862006+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene cuts to the model already changed into a magenta short-sleeved tie-waist maxi dress and walking toward the clothing rack while carrying an ice-blue dress in her hand, tell me which of all the dresses shown so far is most suitable for me?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/13_0GxmzSerXIg/13_0GxmzSerXIg.mp4", "duration_s": 748.233333, "width": 1920, "height": 1080, "fps": { "num": 30, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000014", "source": { "dataset": "YouTube", "video_id": "14_IUVwfKDvqKc", "filename": "14_IUVwfKDvqKc.mp4", "url": null, "input_filename": "14_IUVwfKDvqKc.mp4" }, "media": { "uri": "cases/UPC_000014/video.mp4", "duration_s": 333.041667, "width": 1920, "height": 1080, "frame_count": 7993, "fps": { "num": 24, "den": 1, "value": 24.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000014_turn_000001", "query": { "text": "When he first appears on screen wearing burgundy shorts with a white T-shirt, tell me which of all the outfits shown so far is most suitable for me?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 117.208 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 101.5, "start_frame": 0, "end_frame": 2436 }, "answering": { "start_s": 101.5, "end_s": 116.5, "start_frame": 2436, "end_frame": 2796 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What T-shirt base color do you currently prefer for this outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer minimal chest branding or a large graphic?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer streamlined shorts or prominent cargo pockets?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What sock color do you currently prefer with shorts?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What shorts color do you currently prefer: gray, olive, green, navy, or burgundy?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer your T-shirt worn untucked or tucked in?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_e", "correct_option_ids": [ "ask_e" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "ed09a8b8-59b4-405d-8d24-4e4a12a19be3", "text": "Man in charcoal Ford graphic T-shirt, gray cargo shorts, white sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "e8c3b869-3b0c-4103-ab85-0ecc3d75af1b", "text": "Man in black pocket T-shirt, olive cargo shorts, black sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "f5c5a889-499d-42e7-8443-461c6cb38a34", "text": "Man in white pocket T-shirt, green patterned shorts, green cap.", "entity_ids": [], "target_view_id": null }, { "option_id": "ea841323-81a5-4399-8921-a1bf7a3fd15f", "text": "Man in black lightning graphic T-shirt, navy shorts, white sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "61419dda-3aa6-4e16-840b-3990e68d9799", "text": "Man in white character graphic T-shirt, burgundy shorts, white sneakers.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "f5c5a889-499d-42e7-8443-461c6cb38a34", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer green shorts.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "14_IUVwfKDvqKc:stale_preference:000:8450a5dc", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When he first appears on screen wearing burgundy shorts with a white T-shirt, tell me which of all the outfits shown so far is most suitable for me?", "historical_preference": "I preferred gray shorts.\nWhile working in a conservative office, I preferred gray shorts; I now work from home instead of in a conservative office.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 117.208, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000014/evidence/turn_000001/option_001.jpg", "cases/UPC_000014/evidence/turn_000001/option_002.jpg", "cases/UPC_000014/evidence/turn_000001/option_003.jpg", "cases/UPC_000014/evidence/turn_000001/option_004.jpg", "cases/UPC_000014/evidence/turn_000001/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当他第一次穿上酒红色短裤搭配白色T恤出现在画面中时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "白T恤配墨绿短裤" }, "wrong_answer": { "text": "印花T恤配灰工装短裤" }, "answer_options": [ { "id": "ed09a8b8-59b4-405d-8d24-4e4a12a19be3", "text": "印花T恤配灰工装短裤", "image_filename": "14_IUVwfKDvqKc_t14.0s_印花T恤配灰工装短裤.jpg" }, { "id": "e8c3b869-3b0c-4103-ab85-0ecc3d75af1b", "text": "黑T恤配橄榄绿短裤", "image_filename": "14_IUVwfKDvqKc_t45.0s_黑T恤配橄榄绿短裤.jpg" }, { "id": "f5c5a889-499d-42e7-8443-461c6cb38a34", "text": "白T恤配墨绿短裤", "image_filename": "14_IUVwfKDvqKc_t63.0s_白T恤配墨绿短裤.jpg" }, { "id": "ea841323-81a5-4399-8921-a1bf7a3fd15f", "text": "深蓝印花T恤配藏青短裤", "image_filename": "14_IUVwfKDvqKc_t89.0s_深蓝印花T恤配藏青短裤.jpg" }, { "id": "61419dda-3aa6-4e16-840b-3990e68d9799", "text": "白T恤配酒红短裤", "image_filename": "14_IUVwfKDvqKc_t106.0s_白T恤配酒红短裤.jpg" } ] } }, "preference_change_context": { "past_context": "While working in a conservative office, I preferred gray shorts.", "current_context": "I now work from home instead of in a conservative office.", "why_old_basis_expired": "The former office expectations no longer determine my shorts-color preference." }, "affected_old_preference": "I preferred gray shorts.", "new_preference": "I currently prefer green shorts.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "T-shirt base color", "expected_user_reply": "I currently prefer a white T-shirt.", "matching_answer_labels": [ "C", "E" ] }, { "label": "B", "feature": "shirt graphic scale", "expected_user_reply": "I currently prefer minimal chest branding.", "matching_answer_labels": [ "B", "C" ] }, { "label": "C", "feature": "shorts pocket style", "expected_user_reply": "I currently prefer streamlined shorts without prominent cargo pockets.", "matching_answer_labels": [ "C", "D", "E" ] }, { "label": "D", "feature": "sock color", "expected_user_reply": "I currently prefer white socks.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "E", "feature": "shorts color", "expected_user_reply": "I currently prefer green shorts.", "matching_answer_labels": [ "C" ] }, { "label": "F", "feature": "T-shirt tuck styling", "expected_user_reply": "I currently prefer my T-shirt untucked.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:19:24.712554+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862010+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When he first appears on screen wearing burgundy shorts with a white T-shirt, tell me which of all the outfits shown so far is most suitable for me?", "language": "en" } } } }, { "turn_id": "UPC_000014_turn_000002", "query": { "text": "When he puts on an off-white hoodie for the first time, tell me which of all the outfits shown so far is most suitable for me?", "language": "en" }, "query_time_s": 117.208, "time_range": { "start_s": 117.208, "end_s": 226.208 }, "windows": { "waiting": null, "asking": { "start_s": 117.208, "end_s": 194.292, "start_frame": 2813, "end_frame": 4663 }, "answering": { "start_s": 194.292, "end_s": 209.0, "start_frame": 4663, "end_frame": 5016 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What color do you currently prefer for the outfit's bottoms?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which top color family do you currently prefer among off-white, tan, and gray?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What is your current preference regarding wearing a cap with the outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What footwear color scheme do you currently prefer with these outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer bottoms with or without visible cargo flap pockets?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer a plain top or one with visible branding?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "65ab69fe-74f6-4f7f-905d-a04a7cbfdab9", "text": "Man wearing cream T-shirt, brown cargo pants, black cap, monochrome sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "886696e7-568d-4e1e-bbb4-e1dbabd4f42d", "text": "Man wearing cream T-shirt, light-gray cargo pants, black cap, monochrome sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "dc720ae4-9c66-4eb8-bede-c1b392faea76", "text": "Man wearing tan logo T-shirt, white trousers, and white shoes.", "entity_ids": [], "target_view_id": null }, { "option_id": "fc99a1a0-c52b-4941-9c59-5242bab2ee27", "text": "Man wearing light-gray T-shirt, blue trousers, black logo cap, white shoes.", "entity_ids": [], "target_view_id": null }, { "option_id": "cb947377-4268-49de-a9b0-658885105f95", "text": "Man wearing off-white hoodie, olive-green shorts, white socks, chunky white sneakers.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "cb947377-4268-49de-a9b0-658885105f95", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer olive-green bottoms.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "14_IUVwfKDvqKc:stale_preference:001:d288542b", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When he puts on an off-white hoodie for the first time, tell me which of all the outfits shown so far is most suitable for me?", "historical_preference": "I needed brown bottoms.\nMy former workplace required brown uniform bottoms; My new workplace has no required bottom color.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 117.208, "original_segment_end_s": 226.208, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000014/evidence/turn_000002/option_001.jpg", "cases/UPC_000014/evidence/turn_000002/option_002.jpg", "cases/UPC_000014/evidence/turn_000002/option_003.jpg", "cases/UPC_000014/evidence/turn_000002/option_004.jpg", "cases/UPC_000014/evidence/turn_000002/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当他第一次套上米白色连帽卫衣时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "米白连帽衫配军绿短裤" }, "wrong_answer": { "text": "米白T恤配深棕工装裤" }, "answer_options": [ { "id": "65ab69fe-74f6-4f7f-905d-a04a7cbfdab9", "text": "米白T恤配深棕工装裤", "image_filename": "14_IUVwfKDvqKc_t130.0s_米白T恤配深棕工装裤.jpg" }, { "id": "886696e7-568d-4e1e-bbb4-e1dbabd4f42d", "text": "米白T恤配米色工装裤", "image_filename": "14_IUVwfKDvqKc_t146.0s_米白T恤配米色工装裤.jpg" }, { "id": "dc720ae4-9c66-4eb8-bede-c1b392faea76", "text": "棕色T恤配米色工装裤", "image_filename": "14_IUVwfKDvqKc_t156.0s_棕色T恤配米色工装裤.jpg" }, { "id": "fc99a1a0-c52b-4941-9c59-5242bab2ee27", "text": "浅灰T恤配蓝灰长裤", "image_filename": "14_IUVwfKDvqKc_t174.0s_浅灰T恤配蓝灰长裤.jpg" }, { "id": "cb947377-4268-49de-a9b0-658885105f95", "text": "米白连帽衫配军绿短裤", "image_filename": "14_IUVwfKDvqKc_t208.0s_米白连帽衫配军绿短裤.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace required brown uniform bottoms.", "current_context": "My new workplace has no required bottom color.", "why_old_basis_expired": "The former brown-bottom requirement no longer applies at my new workplace." }, "affected_old_preference": "I needed brown bottoms.", "new_preference": "I now prefer olive-green bottoms.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "bottom color", "expected_user_reply": "I now prefer olive-green bottoms.", "matching_answer_labels": [ "E" ] }, { "label": "B", "feature": "top color family", "expected_user_reply": "I currently prefer off-white tops.", "matching_answer_labels": [ "A", "B", "E" ] }, { "label": "C", "feature": "cap presence", "expected_user_reply": "I currently prefer not wearing a cap.", "matching_answer_labels": [ "C", "E" ] }, { "label": "D", "feature": "footwear color scheme", "expected_user_reply": "I currently prefer all-white footwear.", "matching_answer_labels": [ "C", "D", "E" ] }, { "label": "E", "feature": "cargo flap pocket presence", "expected_user_reply": "I prefer bottoms without visible cargo flap pockets.", "matching_answer_labels": [ "C", "D", "E" ] }, { "label": "F", "feature": "visible top branding", "expected_user_reply": "I currently prefer a plain top without visible branding.", "matching_answer_labels": [ "A", "B", "D", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:19:47.775703+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862013+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When he puts on an off-white hoodie for the first time, tell me which of all the outfits shown so far is most suitable for me?", "language": "en" } } } }, { "turn_id": "UPC_000014_turn_000003", "query": { "text": "When he first appears on screen wearing mint-green shorts with a dark short-sleeved T-shirt, tell me which of all the outfits shown so far is most suitable for me?", "language": "en" }, "query_time_s": 226.208, "time_range": { "start_s": 226.208, "end_s": 333.0 }, "windows": { "waiting": null, "asking": { "start_s": 226.208, "end_s": 315.292, "start_frame": 5429, "end_frame": 7567 }, "answering": { "start_s": 315.292, "end_s": 330.0, "start_frame": 7567, "end_frame": 7920 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What shorts color family do you currently prefer for these outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which top design do you currently prefer: collared, plain crewneck, or graphic crewneck?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer long sleeves or short sleeves?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What sneaker height do you currently prefer: low-top or high-top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer above-knee shorts or knee-length shorts?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What sock color do you currently prefer with these outfits?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "5a0f305a-f57d-4b65-aed4-a903552aad7e", "text": "Man wearing taupe collared long-sleeve top, beige shorts, and white sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "c1dcecb3-d95a-4558-a424-093f5e9c36ec", "text": "Man wearing orange graphic long-sleeve crewneck, black shorts, and white sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "08a11504-1fd8-42d4-ae3a-04a82ee336ab", "text": "Man wearing pale-yellow long-sleeve crewneck, gray shorts, and white high-tops.", "entity_ids": [], "target_view_id": null }, { "option_id": "25ae6d2a-6693-424b-86a1-8ceee419590c", "text": "Man wearing mint long-sleeve crewneck, gray shorts, and white sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "2554ce41-2f68-4e11-b996-7c03b12648f5", "text": "Man wearing charcoal short-sleeve T-shirt, mint shorts, and multicolored sneakers.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "5a0f305a-f57d-4b65-aed4-a903552aad7e", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a collared top.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "14_IUVwfKDvqKc:stale_preference:002:26713bcf", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When he first appears on screen wearing mint-green shorts with a dark short-sleeved T-shirt, tell me which of all the outfits shown so far is most suitable for me?", "historical_preference": "I used to prefer bold graphic crewneck tops.\nI previously chose top designs only for casual weekend outings; I now work from an office three days weekly.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 226.208, "original_segment_end_s": 333.0, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000014/evidence/turn_000003/option_001.jpg", "cases/UPC_000014/evidence/turn_000003/option_002.jpg", "cases/UPC_000014/evidence/turn_000003/option_003.jpg", "cases/UPC_000014/evidence/turn_000003/option_004.jpg", "cases/UPC_000014/evidence/turn_000003/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当他第一次穿上薄荷绿色短裤搭配深色短袖T恤出现在画面中时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "棕色翻领卫衣配米色短裤" }, "wrong_answer": { "text": "橙色长袖配黑色短裤" }, "answer_options": [ { "id": "5a0f305a-f57d-4b65-aed4-a903552aad7e", "text": "棕色翻领卫衣配米色短裤", "image_filename": "14_IUVwfKDvqKc_t241.0s_棕色翻领卫衣配米色短裤.jpg" }, { "id": "c1dcecb3-d95a-4558-a424-093f5e9c36ec", "text": "橙色长袖配黑色短裤", "image_filename": "14_IUVwfKDvqKc_t265.0s_橙色长袖配黑色短裤.jpg" }, { "id": "08a11504-1fd8-42d4-ae3a-04a82ee336ab", "text": "淡黄卫衣配灰色短裤", "image_filename": "14_IUVwfKDvqKc_t285.0s_淡黄卫衣配灰色短裤.jpg" }, { "id": "25ae6d2a-6693-424b-86a1-8ceee419590c", "text": "薄荷绿卫衣配灰色短裤", "image_filename": "14_IUVwfKDvqKc_t309.0s_薄荷绿卫衣配灰色短裤.jpg" }, { "id": "2554ce41-2f68-4e11-b996-7c03b12648f5", "text": "深灰T恤配薄荷绿短裤", "image_filename": "14_IUVwfKDvqKc_t322.0s_深灰T恤配薄荷绿短裤.jpg" } ] } }, "preference_change_context": { "past_context": "I previously chose top designs only for casual weekend outings.", "current_context": "I now work from an office three days weekly.", "why_old_basis_expired": "My former weekend-only basis no longer reflects my regular work setting." }, "affected_old_preference": "I used to prefer bold graphic crewneck tops.", "new_preference": "I now prefer a collared top.", "preference_audit": { "old_matching_answer_labels": [ "B" ], "new_matching_answer_labels": [ "A" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "shorts color family", "expected_user_reply": "I currently prefer light neutral shorts.", "matching_answer_labels": [ "A", "C", "D" ] }, { "label": "B", "feature": "top design", "expected_user_reply": "I now prefer a collared top.", "matching_answer_labels": [ "A" ] }, { "label": "C", "feature": "sleeve length", "expected_user_reply": "I currently prefer long sleeves.", "matching_answer_labels": [ "A", "B", "C", "D" ] }, { "label": "D", "feature": "sneaker height", "expected_user_reply": "I currently prefer low-top sneakers.", "matching_answer_labels": [ "A", "B", "D", "E" ] }, { "label": "E", "feature": "shorts length", "expected_user_reply": "I currently prefer above-knee shorts.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "F", "feature": "sock color", "expected_user_reply": "I currently prefer white socks.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:22:48.696808+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862017+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When he first appears on screen wearing mint-green shorts with a dark short-sleeved T-shirt, tell me which of all the outfits shown so far is most suitable for me?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/14_IUVwfKDvqKc/14_IUVwfKDvqKc.mp4", "duration_s": 333.041667, "width": 1920, "height": 1080, "fps": { "num": 24, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000015", "source": { "dataset": "YouTube", "video_id": "15_Z4BKrSazQh0", "filename": "15_Z4BKrSazQh0.mp4", "url": null, "input_filename": "15_Z4BKrSazQh0.mp4" }, "media": { "uri": "cases/UPC_000015/video.mp4", "duration_s": 860.985125, "width": 1920, "height": 1080, "frame_count": 20672, "fps": { "num": 24000, "den": 1001, "value": 23.976023976023978 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000015_turn_000001", "query": { "text": "When a red caption bar reading FRIED RICE appears in the lower-right corner of the screen and he is holding up an open box of yellow fried rice, tell me which of all the dishes shown so far is most suitable for me?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 161.203 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 144.811, "start_frame": 0, "end_frame": 3472 }, "answering": { "start_s": 144.811, "end_s": 150.817, "start_frame": 3472, "end_frame": 3616 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer golden-yellow food or paler food?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you now prefer one large piece, folded pieces, or many short thin pieces?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you prefer food displayed loose or inside visible packaging?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Would you rather see your food presented with or without chopsticks?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you prefer smooth surfaces or visibly irregular food surfaces?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Should your choice include clearly readable English text in the image?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "c2b3504d-d0b7-4983-90a3-3bb9d9a39dd8", "text": "Long golden breaded oblong held beside a man's open mouth.", "entity_ids": [], "target_view_id": null }, { "option_id": "57b84890-feef-44bb-9710-648dff03329c", "text": "Several folded golden-brown pieces pinched between fingers.", "entity_ids": [], "target_view_id": null }, { "option_id": "3ac80cc4-8624-467d-8072-1d1acd077383", "text": "Single smooth yellow rectangular piece held upright.", "entity_ids": [], "target_view_id": null }, { "option_id": "6b4838db-db67-46ce-9a0d-05c0ff0253dd", "text": "Red-and-white CRISPY NOODLES bag showing short yellow sticks.", "entity_ids": [], "target_view_id": null }, { "option_id": "c4da13cb-2fea-472c-a8ef-c1e7335e5b8f", "text": "Small pale folded piece held with a white paper tab.", "entity_ids": [], "target_view_id": null }, { "option_id": "37a73340-50aa-4580-99ea-af50d0f4bfb5", "text": "White rice lifted by chopsticks from an open red carton.", "entity_ids": [], "target_view_id": null }, { "option_id": "6dd325e0-97f2-4415-a246-05c0b1bc28a2", "text": "Bright green broccoli floret held with chopsticks near an open mouth.", "entity_ids": [], "target_view_id": null }, { "option_id": "1cc25793-fb7a-4af9-85cc-212b0da7facd", "text": "Open white-and-red carton filled with brown noodles and pale cabbage.", "entity_ids": [], "target_view_id": null }, { "option_id": "b2b116c1-31a3-4929-b810-bc134ff991d8", "text": "Open red-and-white carton containing tangled noodles and cabbage pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "2e7aa2cf-c17c-4a04-a4f4-d0b0dc7a0935", "text": "Open red-and-white carton filled with yellow rice and vegetable pieces.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "6b4838db-db67-46ce-9a0d-05c0ff0253dd", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer many short, thin pieces.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "15_Z4BKrSazQh0:stale_preference:000:953e9032", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When a red caption bar reading FRIED RICE appears in the lower-right corner of the screen and he is holding up an open box of yellow fried rice, tell me which of all the dishes shown so far is most suitable for me?", "historical_preference": "I prefer one large, thick oblong piece.\nI previously ate while walking to work and favored one large handheld piece; I now work from home and eat seated at a table.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 161.203, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000015/evidence/turn_000001/option_001.jpg", "cases/UPC_000015/evidence/turn_000001/option_002.jpg", "cases/UPC_000015/evidence/turn_000001/option_003.jpg", "cases/UPC_000015/evidence/turn_000001/option_004.jpg", "cases/UPC_000015/evidence/turn_000001/option_005.jpg", "cases/UPC_000015/evidence/turn_000001/option_006.jpg", "cases/UPC_000015/evidence/turn_000001/option_007.jpg", "cases/UPC_000015/evidence/turn_000001/option_008.jpg", "cases/UPC_000015/evidence/turn_000001/option_009.jpg", "cases/UPC_000015/evidence/turn_000001/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当屏幕右下角出现写着 FRIED RICE 的红色字幕条、他手里举着一盒打开的黄色炒饭时，告诉我目前出现的所有菜品哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "油炸脆面条" }, "wrong_answer": { "text": "鸡肉蛋卷" }, "answer_options": [ { "id": "c2b3504d-d0b7-4983-90a3-3bb9d9a39dd8", "text": "鸡肉蛋卷", "image_filename": "15_Z4BKrSazQh0_t0.9s_鸡肉蛋卷.jpg" }, { "id": "57b84890-feef-44bb-9710-648dff03329c", "text": "奶油芝士角", "image_filename": "15_Z4BKrSazQh0_t26.9s_奶油芝士角.jpg" }, { "id": "3ac80cc4-8624-467d-8072-1d1acd077383", "text": "蔬菜春卷", "image_filename": "15_Z4BKrSazQh0_t38.4s_蔬菜春卷.jpg" }, { "id": "6b4838db-db67-46ce-9a0d-05c0ff0253dd", "text": "油炸脆面条", "image_filename": "15_Z4BKrSazQh0_t69.9s_油炸脆面条.jpg" }, { "id": "c4da13cb-2fea-472c-a8ef-c1e7335e5b8f", "text": "幸运饼干", "image_filename": "15_Z4BKrSazQh0_t85.4s_幸运饼干.jpg" }, { "id": "37a73340-50aa-4580-99ea-af50d0f4bfb5", "text": "白米饭", "image_filename": "15_Z4BKrSazQh0_t105.9s_白米饭.jpg" }, { "id": "6dd325e0-97f2-4415-a246-05c0b1bc28a2", "text": "清炒绿叶菜", "image_filename": "15_Z4BKrSazQh0_t112.4s_清炒绿叶菜.jpg" }, { "id": "1cc25793-fb7a-4af9-85cc-212b0da7facd", "text": "捞面 Lo Mein", "image_filename": "15_Z4BKrSazQh0_t121.9s_捞面 Lo Mein.jpg" }, { "id": "b2b116c1-31a3-4929-b810-bc134ff991d8", "text": "炒面 Chow Mein", "image_filename": "15_Z4BKrSazQh0_t141.4s_炒面 Chow Mein.jpg" }, { "id": "2e7aa2cf-c17c-4a04-a4f4-d0b0dc7a0935", "text": "黄金蛋炒饭", "image_filename": "15_Z4BKrSazQh0_t145.1s_黄金蛋炒饭.jpg" } ] } }, "preference_change_context": { "past_context": "I previously ate while walking to work and favored one large handheld piece.", "current_context": "I now work from home and eat seated at a table.", "why_old_basis_expired": "My former need for a single large handheld piece no longer applies." }, "affected_old_preference": "I prefer one large, thick oblong piece.", "new_preference": "I prefer many short, thin pieces.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible food color", "expected_user_reply": "I prefer golden-yellow food.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "H", "I", "J" ] }, { "label": "B", "feature": "food piece configuration", "expected_user_reply": "I prefer many short, thin pieces.", "matching_answer_labels": [ "D" ] }, { "label": "C", "feature": "visible packaging presentation", "expected_user_reply": "I prefer food displayed inside visible packaging.", "matching_answer_labels": [ "D", "F", "H", "I", "J" ] }, { "label": "D", "feature": "chopstick presentation", "expected_user_reply": "I prefer food presented without chopsticks.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "H", "I", "J" ] }, { "label": "E", "feature": "visible surface texture", "expected_user_reply": "I prefer visibly irregular food surfaces.", "matching_answer_labels": [ "A", "B", "D", "F", "G", "H", "I", "J" ] }, { "label": "F", "feature": "readable English text", "expected_user_reply": "I prefer clearly readable English text.", "matching_answer_labels": [ "C", "D", "J" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:21:45.823958+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862022+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a red caption bar reading FRIED RICE appears in the lower-right corner of the screen and he is holding up an open box of yellow fried rice, tell me which of all the dishes shown so far is most suitable for me?", "language": "en" } } } }, { "turn_id": "UPC_000015_turn_000002", "query": { "text": "When he and the boy wearing a black wide-brimmed hat each break open a fortune cookie at the same time and light-colored fortune text appears at the bottom of the screen, tell me which of all the dishes shown so far is most suitable for me?", "language": "en" }, "query_time_s": 161.203, "time_range": { "start_s": 161.203, "end_s": 484.609 }, "windows": { "waiting": null, "asking": { "start_s": 161.203, "end_s": 423.882, "start_frame": 3865, "end_frame": 10163 }, "answering": { "start_s": 423.882, "end_s": 436.394, "start_frame": 10163, "end_frame": 10463 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you prefer food displayed with wooden chopsticks visibly present?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What serving form do you currently prefer for the food?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you prefer the visible food to have a brown color?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you prefer food shown without a visible takeout carton?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you prefer a compact, hand-manageable food portion?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you prefer food positioned close to the eater's mouth?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "efe858e8-445b-428b-adeb-b3c047ea3095", "text": "Open red takeout carton containing pale grains beside wooden chopsticks.", "entity_ids": [], "target_view_id": null }, { "option_id": "736b684e-168d-4e20-b5fa-7afb8c8878e3", "text": "Small glossy brown morsel held between wooden chopsticks.", "entity_ids": [], "target_view_id": null }, { "option_id": "8bf766cb-f2dd-4b2d-830c-d72754b2015e", "text": "Open red carton filled with glossy brown noodles.", "entity_ids": [], "target_view_id": null }, { "option_id": "1d92d124-2dd7-4575-8f36-e50009630fdc", "text": "Brown sauced food and yellow strips in red carton.", "entity_ids": [], "target_view_id": null }, { "option_id": "25c55191-7718-4386-ba69-30abd3f0cd73", "text": "Green vegetable pieces visible inside an open red carton.", "entity_ids": [], "target_view_id": null }, { "option_id": "8d20474d-dd9c-421f-b7d4-20b3a5ad0195", "text": "Man holds a bare wooden chopstick near his mouth.", "entity_ids": [], "target_view_id": null }, { "option_id": "987dcd00-a02b-4d53-aa67-3dc76b35af7b", "text": "Hands hold broken golden-brown fortune cookie and white paper slip.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "736b684e-168d-4e20-b5fa-7afb8c8878e3", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer one compact brown morsel presented between chopsticks.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "15_Z4BKrSazQh0:stale_preference:001:0abf69a2", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When he and the boy wearing a black wide-brimmed hat each break open a fortune cookie at the same time and light-colored fortune text appears at the bottom of the screen, tell me which of all the dishes shown so far is most suitable for me?", "historical_preference": "I preferred loose pale grains served in a takeout carton.\nMy former fixed desk-lunch routine favored loose pale grains served in a takeout carton; My schedule now includes varied meal settings instead of fixed boxed desk lunches.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 161.203, "original_segment_end_s": 484.609, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000015/evidence/turn_000002/option_001.jpg", "cases/UPC_000015/evidence/turn_000002/option_002.jpg", "cases/UPC_000015/evidence/turn_000002/option_003.jpg", "cases/UPC_000015/evidence/turn_000002/option_004.jpg", "cases/UPC_000015/evidence/turn_000002/option_005.jpg", "cases/UPC_000015/evidence/turn_000002/option_006.jpg", "cases/UPC_000015/evidence/turn_000002/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当他和戴黑色宽檐帽的男生同时各自掰开一块幸运饼干、屏幕下方出现浅色签语字幕时，告诉我目前出现的所有菜品哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "蜜汁核桃虾" }, "wrong_answer": { "text": "糙米饭" }, "answer_options": [ { "id": "efe858e8-445b-428b-adeb-b3c047ea3095", "text": "糙米饭", "image_filename": "15_Z4BKrSazQh0_t164.4s_糙米饭.jpg" }, { "id": "736b684e-168d-4e20-b5fa-7afb8c8878e3", "text": "蜜汁核桃虾", "image_filename": "15_Z4BKrSazQh0_t209.4s_蜜汁核桃虾.jpg" }, { "id": "8bf766cb-f2dd-4b2d-830c-d72754b2015e", "text": "茄子豆腐", "image_filename": "15_Z4BKrSazQh0_t254.9s_茄子豆腐.jpg" }, { "id": "1d92d124-2dd7-4575-8f36-e50009630fdc", "text": "上海安格斯牛排", "image_filename": "15_Z4BKrSazQh0_t279.4s_上海安格斯牛排.jpg" }, { "id": "25c55191-7718-4386-ba69-30abd3f0cd73", "text": "西兰花牛肉", "image_filename": "15_Z4BKrSazQh0_t337.4s_西兰花牛肉.jpg" }, { "id": "8d20474d-dd9c-421f-b7d4-20b3a5ad0195", "text": "宫保鸡丁", "image_filename": "15_Z4BKrSazQh0_t393.4s_宫保鸡丁.jpg" }, { "id": "987dcd00-a02b-4d53-aa67-3dc76b35af7b", "text": "幸运饼干", "image_filename": "15_Z4BKrSazQh0_t424.4s_幸运饼干.jpg" } ] } }, "preference_change_context": { "past_context": "My former fixed desk-lunch routine favored loose pale grains served in a takeout carton.", "current_context": "My schedule now includes varied meal settings instead of fixed boxed desk lunches.", "why_old_basis_expired": "The former desk-lunch format no longer governs how my food should be presented." }, "affected_old_preference": "I preferred loose pale grains served in a takeout carton.", "new_preference": "I prefer one compact brown morsel presented between chopsticks.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "B" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible utensil presence", "expected_user_reply": "I prefer food displayed with wooden chopsticks.", "matching_answer_labels": [ "A", "B", "D" ] }, { "label": "B", "feature": "serving form", "expected_user_reply": "I prefer one compact brown morsel presented between chopsticks.", "matching_answer_labels": [ "B" ] }, { "label": "C", "feature": "visible food color", "expected_user_reply": "I prefer visibly brown food.", "matching_answer_labels": [ "B", "C", "D", "G" ] }, { "label": "D", "feature": "takeout carton visibility", "expected_user_reply": "I prefer food shown without a visible takeout carton.", "matching_answer_labels": [ "B", "F", "G" ] }, { "label": "E", "feature": "visible portion scale", "expected_user_reply": "I prefer a compact, hand-manageable portion.", "matching_answer_labels": [ "B", "G" ] }, { "label": "F", "feature": "proximity to eater's mouth", "expected_user_reply": "I prefer food positioned close to the eater's mouth.", "matching_answer_labels": [ "B", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:19:56.771309+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862030+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When he and the boy wearing a black wide-brimmed hat each break open a fortune cookie at the same time and light-colored fortune text appears at the bottom of the screen, tell me which of all the dishes shown so far is most suitable for me?", "language": "en" } } } }, { "turn_id": "UPC_000015_turn_000003", "query": { "text": "When a red caption bar reading ORANGE CHICKEN appears in the lower-right corner of the screen and he is holding an open box of orange-red sauce-coated chicken pieces, tell me which of all the dishes shown so far is most suitable for me?", "language": "en" }, "query_time_s": 484.609, "time_range": { "start_s": 484.609, "end_s": 860.902 }, "windows": { "waiting": null, "asking": { "start_s": 484.609, "end_s": 850.808, "start_frame": 11619, "end_frame": 20399 }, "answering": { "start_s": 850.808, "end_s": 857.899, "start_frame": 20399, "end_frame": 20569 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer red-and-white packaging around the dish?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which visible food color palette do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer food presented inside an open carton?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer a glossy rather than matte food surface?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer presentations with a red caption bar?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer presentations without a visible eating utensil?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "b20024a2-d68f-43bb-b856-92396e284091", "text": "Open red-and-white carton containing tan pieces and near-black glossy strips.", "entity_ids": [], "target_view_id": null }, { "option_id": "bf709bd7-0eb7-4049-bdf7-07801f5467c0", "text": "Dark brown glossy piece held on a pale wooden skewer.", "entity_ids": [], "target_view_id": null }, { "option_id": "771110c9-8e36-4a8b-9ded-97cf3809b3f4", "text": "Pale folded cookie held above a red-and-white carton.", "entity_ids": [], "target_view_id": null }, { "option_id": "04b257a4-37fd-4e1b-bb72-c861c27987bd", "text": "Small red-and-white carton containing brown and tan pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "a32f0789-e034-4d0d-b380-72703021b6be", "text": "Open red-and-white carton containing green strips and a golden piece.", "entity_ids": [], "target_view_id": null }, { "option_id": "184bc818-a2dc-4ab8-b0b4-67cb674e8829", "text": "Open carton with brown pieces, green pepper, and white onion.", "entity_ids": [], "target_view_id": null }, { "option_id": "bc647cf5-0739-46b4-8f0b-93386e71449f", "text": "Open red-and-white carton containing glossy brown chunky food.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "184bc818-a2dc-4ab8-b0b4-67cb674e8829", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a brown, green, and white food palette.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "15_Z4BKrSazQh0:stale_preference:002:e5afcac2", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When a red caption bar reading ORANGE CHICKEN appears in the lower-right corner of the screen and he is holding an open box of orange-red sauce-coated chicken pieces, tell me which of all the dishes shown so far is most suitable for me?", "historical_preference": "I preferred a tan-and-near-black visible food palette.\nDuring dim night shifts, I needed a high-contrast tan-and-near-black palette to distinguish food pieces; I now eat daytime meals in a bright dining room.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 484.609, "original_segment_end_s": 860.902, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000015/evidence/turn_000003/option_001.jpg", "cases/UPC_000015/evidence/turn_000003/option_002.jpg", "cases/UPC_000015/evidence/turn_000003/option_003.jpg", "cases/UPC_000015/evidence/turn_000003/option_004.jpg", "cases/UPC_000015/evidence/turn_000003/option_005.jpg", "cases/UPC_000015/evidence/turn_000003/option_006.jpg", "cases/UPC_000015/evidence/turn_000003/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当屏幕右下角出现写着 ORANGE CHICKEN 的红色字幕条、他手里拿着一盒打开的橙红色裹酱鸡块时，告诉我目前出现的所有菜品哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "黑椒鸡丁" }, "wrong_answer": { "text": "照烧烤鸡排" }, "answer_options": [ { "id": "b20024a2-d68f-43bb-b856-92396e284091", "text": "照烧烤鸡排", "image_filename": "15_Z4BKrSazQh0_t485.4s_照烧烤鸡排.jpg" }, { "id": "bf709bd7-0eb7-4049-bdf7-07801f5467c0", "text": "北京牛肉", "image_filename": "15_Z4BKrSazQh0_t565.4s_北京牛肉.jpg" }, { "id": "771110c9-8e36-4a8b-9ded-97cf3809b3f4", "text": "幸运饼干", "image_filename": "15_Z4BKrSazQh0_t610.9s_幸运饼干.jpg" }, { "id": "04b257a4-37fd-4e1b-bb72-c861c27987bd", "text": "蘑菇鸡片", "image_filename": "15_Z4BKrSazQh0_t643.9s_蘑菇鸡片.jpg" }, { "id": "a32f0789-e034-4d0d-b380-72703021b6be", "text": "四季豆鸡胸", "image_filename": "15_Z4BKrSazQh0_t689.4s_四季豆鸡胸.jpg" }, { "id": "184bc818-a2dc-4ab8-b0b4-67cb674e8829", "text": "黑椒鸡丁", "image_filename": "15_Z4BKrSazQh0_t758.9s_黑椒鸡丁.jpg" }, { "id": "bc647cf5-0739-46b4-8f0b-93386e71449f", "text": "橙皮鸡", "image_filename": "15_Z4BKrSazQh0_t855.4s_橙皮鸡.jpg" } ] } }, "preference_change_context": { "past_context": "During dim night shifts, I needed a high-contrast tan-and-near-black palette to distinguish food pieces.", "current_context": "I now eat daytime meals in a bright dining room.", "why_old_basis_expired": "Bright daytime lighting removes the former visibility need for that contrasting palette." }, "affected_old_preference": "I preferred a tan-and-near-black visible food palette.", "new_preference": "I prefer a brown, green, and white food palette.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "F" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "packaging color", "expected_user_reply": "I prefer red-and-white packaging.", "matching_answer_labels": [ "A", "C", "D", "E", "F", "G" ] }, { "label": "B", "feature": "visible food color palette", "expected_user_reply": "I prefer a brown, green, and white food palette.", "matching_answer_labels": [ "F" ] }, { "label": "C", "feature": "container presentation", "expected_user_reply": "I prefer food presented inside an open carton.", "matching_answer_labels": [ "A", "D", "E", "F", "G" ] }, { "label": "D", "feature": "surface sheen", "expected_user_reply": "I prefer a glossy food surface.", "matching_answer_labels": [ "A", "B", "D", "E", "F", "G" ] }, { "label": "E", "feature": "caption-bar presence", "expected_user_reply": "I prefer presentations with a red caption bar.", "matching_answer_labels": [ "A", "E", "F" ] }, { "label": "F", "feature": "visible utensil presence", "expected_user_reply": "I prefer presentations without a visible eating utensil.", "matching_answer_labels": [ "A", "C", "D", "E", "F", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:20:12.559337+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862037+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a red caption bar reading ORANGE CHICKEN appears in the lower-right corner of the screen and he is holding an open box of orange-red sauce-coated chicken pieces, tell me which of all the dishes shown so far is most suitable for me?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/15_Z4BKrSazQh0/15_Z4BKrSazQh0.mp4", "duration_s": 860.985125, "width": 1920, "height": 1080, "fps": { "num": 24000, "den": 1001 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000016", "source": { "dataset": "YouTube", "video_id": "16_V1hN1ekwTP8", "filename": "16_V1hN1ekwTP8.mp4", "url": null, "input_filename": "16_V1hN1ekwTP8.mp4" }, "media": { "uri": "cases/UPC_000016/video.mp4", "duration_s": 584.000083, "width": 1920, "height": 1080, "frame_count": 14113, "fps": { "num": 24000, "den": 1001, "value": 23.976023976023978 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000016_turn_000001", "query": { "text": "When the scene cuts to a matchup screen with a white background and the yellow-bordered caption ROUND 1 HERSHEY'S vs. CRUNCH BAR appears at the bottom, tell me which of all the candies shown so far is most suitable for me?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 167.0 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 132.382, "start_frame": 0, "end_frame": 3174 }, "answering": { "start_s": 132.382, "end_s": 136.72, "start_frame": 3174, "end_frame": 3278 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What background color do you currently prefer behind the candy?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer a horizontal or vertical candy orientation?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What color do you prefer for the largest readable brand lettering?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer glossy or matte package material?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What overall geometric format do you currently prefer for the candy?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What visible presentation style do you currently prefer for the candy?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "dfc793bb-8c82-4e31-be43-7a15eb746263", "text": "Dome-shaped cut chocolate with pale nut pieces and BABY RUTH caption.", "entity_ids": [], "target_view_id": null }, { "option_id": "b4f5fb2a-e4bf-4ae9-b177-e883935aa071", "text": "Cut rectangular chocolate showing pale chunks above a SNICKERS caption.", "entity_ids": [], "target_view_id": null }, { "option_id": "fe0bc898-1200-41df-aa3f-67477c891292", "text": "Small TWIX minis candy in a shiny gold-and-red wrapper.", "entity_ids": [], "target_view_id": null }, { "option_id": "c52422c5-0251-4f7d-ad1a-9da5b914c34e", "text": "100 GRAND bar in a glossy red rectangular wrapper.", "entity_ids": [], "target_view_id": null }, { "option_id": "e2dd340c-f20e-4ec6-a39a-f18e51029975", "text": "Bare rectangular brown chocolate with a smooth, lightly scuffed surface.", "entity_ids": [], "target_view_id": null }, { "option_id": "cd497fb4-ae05-4c94-844a-64316144f7e1", "text": "Bare upright chocolate block with cracked, angular surface patches.", "entity_ids": [], "target_view_id": null }, { "option_id": "f69b2fe2-282e-4554-bbf5-f1dab9f88292", "text": "Silver-and-maroon foil with large white HERSHE lettering.", "entity_ids": [], "target_view_id": null }, { "option_id": "9379a600-7b1c-48cc-a003-2ed6582b73b7", "text": "CRUNCH bar in a glossy blue wrapper with gathered ends.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "9379a600-7b1c-48cc-a003-2ed6582b73b7", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a wrapper with distinctly gathered ends.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "16_V1hN1ekwTP8:stale_preference:000:c153959c", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the scene cuts to a matchup screen with a white background and the yellow-bordered caption ROUND 1 HERSHEY'S vs. CRUNCH BAR appears at the bottom, tell me which of all the candies shown so far is most suitable for me?", "historical_preference": "I prefer a dome-shaped cut cross-section.\nI worked in product photography requiring dome-shaped cut cross-sections; I now work in a shared office instead of a product-photography studio.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 167.0, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000016/evidence/turn_000001/option_001.jpg", "cases/UPC_000016/evidence/turn_000001/option_002.jpg", "cases/UPC_000016/evidence/turn_000001/option_003.jpg", "cases/UPC_000016/evidence/turn_000001/option_004.jpg", "cases/UPC_000016/evidence/turn_000001/option_005.jpg", "cases/UPC_000016/evidence/turn_000001/option_006.jpg", "cases/UPC_000016/evidence/turn_000001/option_007.jpg", "cases/UPC_000016/evidence/turn_000001/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到白底对阵画面、下方出现黄框字幕 ROUND 1 HERSHEY'S vs. CRUNCH BAR 时，告诉我目前出现的所有糖果哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "Crunch Bar" }, "wrong_answer": { "text": "Baby Ruth" }, "answer_options": [ { "id": "dfc793bb-8c82-4e31-be43-7a15eb746263", "text": "Baby Ruth" }, { "id": "b4f5fb2a-e4bf-4ae9-b177-e883935aa071", "text": "Snickers" }, { "id": "fe0bc898-1200-41df-aa3f-67477c891292", "text": "Twix" }, { "id": "c52422c5-0251-4f7d-ad1a-9da5b914c34e", "text": "100 Grand" }, { "id": "e2dd340c-f20e-4ec6-a39a-f18e51029975", "text": "Milky Way" }, { "id": "cd497fb4-ae05-4c94-844a-64316144f7e1", "text": "3 Musketeers" }, { "id": "f69b2fe2-282e-4554-bbf5-f1dab9f88292", "text": "Hershey's" }, { "id": "9379a600-7b1c-48cc-a003-2ed6582b73b7", "text": "Crunch Bar" } ] } }, "preference_change_context": { "past_context": "I worked in product photography requiring dome-shaped cut cross-sections.", "current_context": "I now work in a shared office instead of a product-photography studio.", "why_old_basis_expired": "My former cross-section requirement no longer applies outside product photography." }, "affected_old_preference": "I prefer a dome-shaped cut cross-section.", "new_preference": "I prefer a wrapper with distinctly gathered ends.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "H" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "background color", "expected_user_reply": "I prefer a white background.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H" ] }, { "label": "B", "feature": "candy orientation", "expected_user_reply": "I prefer a horizontal orientation.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "G", "H" ] }, { "label": "C", "feature": "largest brand-lettering color", "expected_user_reply": "I prefer red brand lettering.", "matching_answer_labels": [ "C", "H" ] }, { "label": "D", "feature": "package surface sheen", "expected_user_reply": "I prefer glossy package material.", "matching_answer_labels": [ "C", "D", "G", "H" ] }, { "label": "E", "feature": "overall geometric format", "expected_user_reply": "I prefer a rectangular format.", "matching_answer_labels": [ "B", "C", "D", "E", "F", "G", "H" ] }, { "label": "F", "feature": "visible candy presentation style", "expected_user_reply": "I prefer a wrapper with distinctly gathered ends.", "matching_answer_labels": [ "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:20:13.707425+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862044+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene cuts to a matchup screen with a white background and the yellow-bordered caption ROUND 1 HERSHEY'S vs. CRUNCH BAR appears at the bottom, tell me which of all the candies shown so far is most suitable for me?", "language": "en" } } } }, { "turn_id": "UPC_000016_turn_000002", "query": { "text": "When the scene cuts to a matchup screen with a white background and the yellow-bordered caption ROUND 1 REESE'S PEANUT BUTTER CUP vs. TOOTSIE ROLL appears at the bottom, tell me which of all the candies shown so far is most suitable for me?", "language": "en" }, "query_time_s": 167.0, "time_range": { "start_s": 167.0, "end_s": 291.374 }, "windows": { "waiting": null, "asking": { "start_s": 167.0, "end_s": 265.682, "start_frame": 4004, "end_frame": 6370 }, "answering": { "start_s": 265.682, "end_s": 274.357, "start_frame": 6370, "end_frame": 6578 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What exterior candy color do you currently find most visually appealing?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you prefer candies displayed whole, cut open, or both?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently want branded packaging visible around the candy?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which candy form do you currently prefer: bar, disc, pieces, or cup?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "How many candy pieces do you prefer seeing in the display?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What internal structure do you prefer: layered or single solid-looking filling?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "d5d00eb0-a9b9-403a-a6d0-113758ea243b", "text": "Bright yellow Butterfinger bar wrapper with large blue lettering.", "entity_ids": [], "target_view_id": null }, { "option_id": "51c4e7e4-4c37-4c78-a6ca-8e589dd7febb", "text": "Rectangular Kit Kat chocolate bar beside exposed layered cross-section.", "entity_ids": [], "target_view_id": null }, { "option_id": "7ae02615-eac4-409f-b21c-5227ae4de570", "text": "Dark brown M&M's Fun Size bag with white logo.", "entity_ids": [], "target_view_id": null }, { "option_id": "b431fbbf-1789-4c42-afe3-02b97ff7b905", "text": "Glass bowl filled with orange, yellow, and brown candy pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "5f0dcd9c-14eb-44d4-90a5-622adaec4207", "text": "Rounded milk-chocolate piece with pale filling and raised top.", "entity_ids": [], "target_view_id": null }, { "option_id": "e317e1ef-0a24-4e95-8c6d-1525a854c215", "text": "Dark round chocolate-coated disc with smooth white center.", "entity_ids": [], "target_view_id": null }, { "option_id": "98435e31-a2f3-4bfd-9dd5-9766ebd184ee", "text": "Ridged milk-chocolate cup showing dense tan center.", "entity_ids": [], "target_view_id": null }, { "option_id": "6f92160f-ac7b-4af0-a081-32a108a3c540", "text": "Cylindrical Tootsie Roll in black, red, and white wrapper.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "98435e31-a2f3-4bfd-9dd5-9766ebd184ee", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a ridged cup-shaped piece.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "16_V1hN1ekwTP8:stale_preference:001:e80d8e29", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the scene cuts to a matchup screen with a white background and the yellow-bordered caption ROUND 1 REESE'S PEANUT BUTTER CUP vs. TOOTSIE ROLL appears at the bottom, tell me which of all the candies shown so far is most suitable for me?", "historical_preference": "I prefer a wrapped bar format that fits my narrow commute pocket.\nI previously commuted daily and carried candy in a narrow coat pocket; I now work at a desk instead of commuting with a narrow pocket.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 167.0, "original_segment_end_s": 291.374, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000016/evidence/turn_000002/option_001.jpg", "cases/UPC_000016/evidence/turn_000002/option_002.jpg", "cases/UPC_000016/evidence/turn_000002/option_003.jpg", "cases/UPC_000016/evidence/turn_000002/option_004.jpg", "cases/UPC_000016/evidence/turn_000002/option_005.jpg", "cases/UPC_000016/evidence/turn_000002/option_006.jpg", "cases/UPC_000016/evidence/turn_000002/option_007.jpg", "cases/UPC_000016/evidence/turn_000002/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到白底对阵画面、下方出现黄框字幕 ROUND 1 REESE'S PEANUT BUTTER CUP vs. TOOTSIE ROLL 时，告诉我目前出现的所有糖果哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "里斯花生酱杯" }, "wrong_answer": { "text": "Butterfinger" }, "answer_options": [ { "id": "d5d00eb0-a9b9-403a-a6d0-113758ea243b", "text": "Butterfinger" }, { "id": "51c4e7e4-4c37-4c78-a6ca-8e589dd7febb", "text": "Kit Kat" }, { "id": "7ae02615-eac4-409f-b21c-5227ae4de570", "text": "M&M's" }, { "id": "b431fbbf-1789-4c42-afe3-02b97ff7b905", "text": "里斯花生豆", "image_filename": "16_V1hN1ekwTP8_t210.5s_里斯花生豆.jpg" }, { "id": "5f0dcd9c-14eb-44d4-90a5-622adaec4207", "text": "Almond Joy" }, { "id": "e317e1ef-0a24-4e95-8c6d-1525a854c215", "text": "York 薄荷饼", "image_filename": "16_V1hN1ekwTP8_t248.5s_York 薄荷饼.jpg" }, { "id": "98435e31-a2f3-4bfd-9dd5-9766ebd184ee", "text": "里斯花生酱杯", "image_filename": "16_V1hN1ekwTP8_t273.0s_里斯花生酱杯.jpg" }, { "id": "6f92160f-ac7b-4af0-a081-32a108a3c540", "text": "Tootsie Roll" } ] } }, "preference_change_context": { "past_context": "I previously commuted daily and carried candy in a narrow coat pocket.", "current_context": "I now work at a desk instead of commuting with a narrow pocket.", "why_old_basis_expired": "My current routine no longer requires a wrapped bar format for a narrow commute pocket." }, "affected_old_preference": "I prefer a wrapped bar format that fits my narrow commute pocket.", "new_preference": "I prefer a ridged cup-shaped piece.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "G" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "exterior candy color", "expected_user_reply": "I prefer a light brown chocolate-colored exterior.", "matching_answer_labels": [ "B", "E", "G" ] }, { "label": "B", "feature": "whole versus cut-open presentation", "expected_user_reply": "I prefer candies displayed both whole and cut open.", "matching_answer_labels": [ "B", "E", "F", "G" ] }, { "label": "C", "feature": "visible branded packaging", "expected_user_reply": "I prefer candy displayed without branded packaging.", "matching_answer_labels": [ "B", "D", "E", "F", "G" ] }, { "label": "D", "feature": "overall candy form", "expected_user_reply": "I prefer a ridged cup-shaped piece.", "matching_answer_labels": [ "G" ] }, { "label": "E", "feature": "number of displayed pieces", "expected_user_reply": "I prefer a display with multiple candy pieces.", "matching_answer_labels": [ "B", "D", "E", "F", "G" ] }, { "label": "F", "feature": "visible internal structure", "expected_user_reply": "I prefer a single solid-looking filling rather than visible layers.", "matching_answer_labels": [ "E", "F", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:20:07.816333+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862049+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene cuts to a matchup screen with a white background and the yellow-bordered caption ROUND 1 REESE'S PEANUT BUTTER CUP vs. TOOTSIE ROLL appears at the bottom, tell me which of all the candies shown so far is most suitable for me?", "language": "en" } } } }, { "turn_id": "UPC_000016_turn_000003", "query": { "text": "When the scene cuts to a matchup screen with a white background and the yellow-bordered caption ROUND 1 TOOTSIE POP vs. MILK DUDS appears at the bottom, tell me which of all the candies shown so far is most suitable for me?", "language": "en" }, "query_time_s": 291.374, "time_range": { "start_s": 291.374, "end_s": 415.707 }, "windows": { "waiting": null, "asking": { "start_s": 291.374, "end_s": 376.626, "start_frame": 6986, "end_frame": 9030 }, "answering": { "start_s": 376.626, "end_s": 389.18, "start_frame": 9030, "end_frame": 9331 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer candies shown unwrapped rather than inside wrappers?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "How many candy pieces do you prefer shown together?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer rounded or rectangular candy shapes?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which overall visible color scheme do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you prefer displays with no prominent product name visible?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you prefer multiple candies aligned across one horizontal row?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "c0054e0c-3b37-4fac-b426-ff72d967c622", "text": "Red Airheads Cherry candy wrapper with oversized white-and-navy lettering.", "entity_ids": [], "target_view_id": null }, { "option_id": "f0ea08a6-ee09-448d-99a6-b99b41c2376e", "text": "Pink Laffy Taffy Cherry wrapper with black-and-white script.", "entity_ids": [], "target_view_id": null }, { "option_id": "0829a59a-adbf-427d-90cc-303fd88a7ab7", "text": "Purple and red unwrapped rectangular candy pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "c327cd5c-7433-4d88-a920-db954990bd65", "text": "Four unwrapped rectangular candy pieces in orange, red, yellow, and pink.", "entity_ids": [], "target_view_id": null }, { "option_id": "21c397f5-4477-4fa5-a4b1-701b0cbf03fe", "text": "Clustered round lollipops in red, brown, and blue wrappers.", "entity_ids": [], "target_view_id": null }, { "option_id": "cd100fe6-281f-4c63-a0a2-00958dcad48e", "text": "Four brown oval candies, including two cut-open pieces.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "cd100fe6-281f-4c63-a0a2-00958dcad48e", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer an exclusively brown palette.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "16_V1hN1ekwTP8:stale_preference:002:568c441b", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the scene cuts to a matchup screen with a white background and the yellow-bordered caption ROUND 1 TOOTSIE POP vs. MILK DUDS appears at the bottom, tell me which of all the candies shown so far is most suitable for me?", "historical_preference": "I preferred an exclusively red, white, and navy palette.\nI chose candy to coordinate with a red, white, and navy event palette; The color-themed event has ended, and I am choosing candy for everyday use.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 291.374, "original_segment_end_s": 415.707, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000016/evidence/turn_000003/option_001.jpg", "cases/UPC_000016/evidence/turn_000003/option_002.jpg", "cases/UPC_000016/evidence/turn_000003/option_003.jpg", "cases/UPC_000016/evidence/turn_000003/option_004.jpg", "cases/UPC_000016/evidence/turn_000003/option_005.jpg", "cases/UPC_000016/evidence/turn_000003/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到白底对阵画面、下方出现黄框字幕 ROUND 1 TOOTSIE POP vs. MILK DUDS 时，告诉我目前出现的所有糖果哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "Milk Duds" }, "wrong_answer": { "text": "Airheads" }, "answer_options": [ { "id": "c0054e0c-3b37-4fac-b426-ff72d967c622", "text": "Airheads" }, { "id": "f0ea08a6-ee09-448d-99a6-b99b41c2376e", "text": "Laffy Taffy" }, { "id": "0829a59a-adbf-427d-90cc-303fd88a7ab7", "text": "Now & Later" }, { "id": "c327cd5c-7433-4d88-a920-db954990bd65", "text": "Starburst" }, { "id": "21c397f5-4477-4fa5-a4b1-701b0cbf03fe", "text": "Tootsie Pop" }, { "id": "cd100fe6-281f-4c63-a0a2-00958dcad48e", "text": "Milk Duds" } ] } }, "preference_change_context": { "past_context": "I chose candy to coordinate with a red, white, and navy event palette.", "current_context": "The color-themed event has ended, and I am choosing candy for everyday use.", "why_old_basis_expired": "The event palette no longer provides a reason to reuse my former color preference." }, "affected_old_preference": "I preferred an exclusively red, white, and navy palette.", "new_preference": "I currently prefer an exclusively brown palette.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "F" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "wrapping state", "expected_user_reply": "I currently prefer candies shown unwrapped.", "matching_answer_labels": [ "C", "D", "F" ] }, { "label": "B", "feature": "visible piece count", "expected_user_reply": "I currently prefer four pieces shown together.", "matching_answer_labels": [ "D", "F" ] }, { "label": "C", "feature": "candy shape", "expected_user_reply": "I currently prefer rounded candy shapes.", "matching_answer_labels": [ "E", "F" ] }, { "label": "D", "feature": "overall visible color scheme", "expected_user_reply": "I currently prefer an exclusively brown palette.", "matching_answer_labels": [ "F" ] }, { "label": "E", "feature": "prominent product-name visibility", "expected_user_reply": "I prefer no prominent product name visible.", "matching_answer_labels": [ "C", "D", "E", "F" ] }, { "label": "F", "feature": "horizontal arrangement", "expected_user_reply": "I prefer multiple candies aligned in one horizontal row.", "matching_answer_labels": [ "C", "D", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:20:51.111240+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862053+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene cuts to a matchup screen with a white background and the yellow-bordered caption ROUND 1 TOOTSIE POP vs. MILK DUDS appears at the bottom, tell me which of all the candies shown so far is most suitable for me?", "language": "en" } } } }, { "turn_id": "UPC_000016_turn_000004", "query": { "text": "When the scene cuts to a matchup screen with a white background and the yellow-bordered caption ROUND 1 SWEDISH FISH vs. SOUR PATCH KIDS appears at the bottom, tell me which of all the candies shown so far is most suitable for me?", "language": "en" }, "query_time_s": 415.707, "time_range": { "start_s": 415.707, "end_s": 583.875 }, "windows": { "waiting": null, "asking": { "start_s": 415.707, "end_s": 567.901, "start_frame": 9967, "end_frame": 13616 }, "answering": { "start_s": 567.901, "end_s": 580.872, "start_frame": 13616, "end_frame": 13927 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer candies with smooth or visibly textured surfaces?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Should your candies appear translucent or fully opaque?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer larger candy pieces over tiny pieces?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What overall candy color scheme do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you prefer rounded candy contours or sharply angular shapes?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Should your candies be laid out or displayed in a bowl?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "ad425a50-053e-46ae-8c40-da0504093827", "text": "Orange peanut-shaped candies with dimpled shell surfaces.", "entity_ids": [], "target_view_id": null }, { "option_id": "311dd4e1-6690-421f-9949-e4b341415c55", "text": "Glossy pink and white capsule-shaped candies in a glass bowl.", "entity_ids": [], "target_view_id": null }, { "option_id": "493f81d1-62c5-4e6b-a1dc-7531cf70a7b5", "text": "Tiny irregular pink and dark purple candies in a glass bowl.", "entity_ids": [], "target_view_id": null }, { "option_id": "dbfa4341-9bf2-402a-9b88-42afe30190e1", "text": "Pastel round and rectangular tablet candies in a glass bowl.", "entity_ids": [], "target_view_id": null }, { "option_id": "b21b1d56-f857-4893-b7c6-e2986b0d7850", "text": "Glossy multicolored oval candies marked S in a glass bowl.", "entity_ids": [], "target_view_id": null }, { "option_id": "29d05df0-5bd7-4c70-add0-ff918e1f6bf6", "text": "Translucent multicolored rounded candies in a glass bowl.", "entity_ids": [], "target_view_id": null }, { "option_id": "842de805-fd45-4707-89fb-2f094090645b", "text": "Layered white, red, and yellow triangular candies.", "entity_ids": [], "target_view_id": null }, { "option_id": "d528716d-5798-4d67-a6ed-dcb5b9f83215", "text": "Red Twizzlers Strawberry bag with red twisted candy visible.", "entity_ids": [], "target_view_id": null }, { "option_id": "688475e2-19ab-4984-818c-6d4051e6a79d", "text": "Translucent bright red fish-shaped candies with molded details.", "entity_ids": [], "target_view_id": null }, { "option_id": "8d7caab6-2e12-4a71-9f49-a2d55d6a8ee6", "text": "Neon yellow-green SOUR PATCH Kids candy bag.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "688475e2-19ab-4984-818c-6d4051e6a79d", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a bright red monochrome candy palette.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "16_V1hN1ekwTP8:stale_preference:003:e9ba3dc7", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 3, "canonical_question": "When the scene cuts to a matchup screen with a white background and the yellow-bordered caption ROUND 1 SWEDISH FISH vs. SOUR PATCH KIDS appears at the bottom, tell me which of all the candies shown so far is most suitable for me?", "historical_preference": "I preferred a monochrome orange candy palette.\nI needed a monochrome orange candy palette for an orange-themed office event; The orange-themed office event has ended, and I am preparing candy for a different gathering.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 415.707, "original_segment_end_s": 583.875, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000016/evidence/turn_000004/option_001.jpg", "cases/UPC_000016/evidence/turn_000004/option_002.jpg", "cases/UPC_000016/evidence/turn_000004/option_003.jpg", "cases/UPC_000016/evidence/turn_000004/option_004.jpg", "cases/UPC_000016/evidence/turn_000004/option_005.jpg", "cases/UPC_000016/evidence/turn_000004/option_006.jpg", "cases/UPC_000016/evidence/turn_000004/option_007.jpg", "cases/UPC_000016/evidence/turn_000004/option_008.jpg", "cases/UPC_000016/evidence/turn_000004/option_009.jpg", "cases/UPC_000016/evidence/turn_000004/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到白底对阵画面、下方出现黄框字幕 ROUND 1 SWEDISH FISH vs. SOUR PATCH KIDS 时，告诉我目前出现的所有糖果哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "Swedish Fish" }, "wrong_answer": { "text": "马戏花生糖" }, "answer_options": [ { "id": "ad425a50-053e-46ae-8c40-da0504093827", "text": "马戏花生糖", "image_filename": "16_V1hN1ekwTP8_t434.0s_马戏花生糖.jpg" }, { "id": "311dd4e1-6690-421f-9949-e4b341415c55", "text": "Good&Plenty" }, { "id": "493f81d1-62c5-4e6b-a1dc-7531cf70a7b5", "text": "Nerds" }, { "id": "dbfa4341-9bf2-402a-9b88-42afe30190e1", "text": "Smarties" }, { "id": "b21b1d56-f857-4893-b7c6-e2986b0d7850", "text": "Skittles" }, { "id": "29d05df0-5bd7-4c70-add0-ff918e1f6bf6", "text": "Dots 软糖", "image_filename": "16_V1hN1ekwTP8_t517.0s_Dots 软糖.jpg" }, { "id": "842de805-fd45-4707-89fb-2f094090645b", "text": "Candy Corn" }, { "id": "d528716d-5798-4d67-a6ed-dcb5b9f83215", "text": "Twizzlers" }, { "id": "688475e2-19ab-4984-818c-6d4051e6a79d", "text": "Swedish Fish" }, { "id": "8d7caab6-2e12-4a71-9f49-a2d55d6a8ee6", "text": "Sour Patch" } ] } }, "preference_change_context": { "past_context": "I needed a monochrome orange candy palette for an orange-themed office event.", "current_context": "The orange-themed office event has ended, and I am preparing candy for a different gathering.", "why_old_basis_expired": "The completed event no longer provides a reason to retain its orange color requirement." }, "affected_old_preference": "I preferred a monochrome orange candy palette.", "new_preference": "I prefer a bright red monochrome candy palette.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "I" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "surface texture", "expected_user_reply": "I prefer visibly textured candy surfaces.", "matching_answer_labels": [ "A", "C", "H", "I" ] }, { "label": "B", "feature": "visual translucency", "expected_user_reply": "I prefer translucent candies.", "matching_answer_labels": [ "F", "I" ] }, { "label": "C", "feature": "piece size", "expected_user_reply": "I prefer larger candy pieces over tiny pieces.", "matching_answer_labels": [ "A", "B", "D", "E", "F", "G", "H", "I" ] }, { "label": "D", "feature": "overall candy color scheme", "expected_user_reply": "I prefer a bright red monochrome candy palette.", "matching_answer_labels": [ "I" ] }, { "label": "E", "feature": "contour shape", "expected_user_reply": "I prefer rounded candy contours.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "I" ] }, { "label": "F", "feature": "display vessel", "expected_user_reply": "I prefer candies laid out without a bowl.", "matching_answer_labels": [ "A", "G", "I" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:20:42.301413+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862057+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene cuts to a matchup screen with a white background and the yellow-bordered caption ROUND 1 SWEDISH FISH vs. SOUR PATCH KIDS appears at the bottom, tell me which of all the candies shown so far is most suitable for me?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/16_V1hN1ekwTP8/16_V1hN1ekwTP8.mp4", "duration_s": 584.000083, "width": 1920, "height": 1080, "fps": { "num": 24000, "den": 1001 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000017", "source": { "dataset": "YouTube", "video_id": "17_R2NTVLOhBfc", "filename": "17_R2NTVLOhBfc.mp4", "url": null, "input_filename": "17_R2NTVLOhBfc.mp4" }, "media": { "uri": "cases/UPC_000017/video.mp4", "duration_s": 735.733333, "width": 1920, "height": 1080, "frame_count": 22119, "fps": { "num": 30, "den": 1, "value": 30.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000017_turn_000001", "query": { "text": "When she holds the pink strawberry-iced doughnut up directly in front of the camera and the ORIGINAL W/ STRAWBERRY ICING label appears in the lower-left corner, tell me which of all the doughnuts shown so far is most suitable for me?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 133.467 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 116.767, "start_frame": 0, "end_frame": 3503 }, "answering": { "start_s": 116.767, "end_s": 122.067, "start_frame": 3503, "end_frame": 3662 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What overall icing-and-decoration style do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you prefer the donut held up by hand?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you want one donut or multiple donuts visible?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you prefer a person's face to remain visible beside the donut?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you prefer fully visible or partially cropped donut framing?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Would you rather have a container visible in the scene?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "0dc03448-ffc5-4ec7-b281-5955a694c3cc", "text": "Plain amber-glazed ring donut held close to the camera.", "entity_ids": [], "target_view_id": null }, { "option_id": "f887b99b-e8ba-41df-89bc-8a730cac0e0e", "text": "Plain dark-iced ring donut held in front of a woman.", "entity_ids": [], "target_view_id": null }, { "option_id": "dd3b451e-c063-4ae1-a26b-86807a844cfd", "text": "Partially visible dark-iced ring donut with sparse multicolored sprinkles.", "entity_ids": [], "target_view_id": null }, { "option_id": "ce29298c-f9f0-4dab-a8e3-c6e588f750cd", "text": "Plain pale-iced ring donut displayed on an open hand.", "entity_ids": [], "target_view_id": null }, { "option_id": "3d5cb09b-a29c-48a0-abf4-788faf73ce2d", "text": "Two ring donuts with dense multicolored sprinkles, one dark-iced.", "entity_ids": [], "target_view_id": null }, { "option_id": "95b4ba4e-1a42-49e5-96da-cb1cf6501091", "text": "Pink-iced ring donut held beside a woman's face.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "dd3b451e-c063-4ae1-a26b-86807a844cfd", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer dark icing with sparse multicolored sprinkles.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "17_R2NTVLOhBfc:stale_preference:000:2a08dea8", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When she holds the pink strawberry-iced doughnut up directly in front of the camera and the ORIGINAL W/ STRAWBERRY ICING label appears in the lower-left corner, tell me which of all the doughnuts shown so far is most suitable for me?", "historical_preference": "I prefer a plain amber glaze without added decoration.\nMy formal office event required an understated, undecorated topping style; My formal office event has been replaced by a casual weekend gathering with no decoration rules.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 133.467, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000017/evidence/turn_000001/option_001.jpg", "cases/UPC_000017/evidence/turn_000001/option_002.jpg", "cases/UPC_000017/evidence/turn_000001/option_003.jpg", "cases/UPC_000017/evidence/turn_000001/option_004.jpg", "cases/UPC_000017/evidence/turn_000001/option_005.jpg", "cases/UPC_000017/evidence/turn_000001/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当她把粉色草莓糖霜甜甜圈举高到镜头正前方、左下角出现 ORIGINAL W/ STRAWBERRY ICING 标签时，告诉我目前出现的所有甜甜圈哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "巧克力糖霜彩针" }, "wrong_answer": { "text": "原味糖霜圈" }, "answer_options": [ { "id": "0dc03448-ffc5-4ec7-b281-5955a694c3cc", "text": "原味糖霜圈", "image_filename": "17_R2NTVLOhBfc_t3.8s_原味糖霜圈.jpg" }, { "id": "f887b99b-e8ba-41df-89bc-8a730cac0e0e", "text": "巧克力糖霜圈", "image_filename": "17_R2NTVLOhBfc_t37.8s_巧克力糖霜圈.jpg" }, { "id": "dd3b451e-c063-4ae1-a26b-86807a844cfd", "text": "巧克力糖霜彩针", "image_filename": "17_R2NTVLOhBfc_t51.8s_巧克力糖霜彩针.jpg" }, { "id": "ce29298c-f9f0-4dab-a8e3-c6e588f750cd", "text": "香草糖霜圈", "image_filename": "17_R2NTVLOhBfc_t81.3s_香草糖霜圈.jpg" }, { "id": "3d5cb09b-a29c-48a0-abf4-788faf73ce2d", "text": "香草糖霜彩针", "image_filename": "17_R2NTVLOhBfc_t103.8s_香草糖霜彩针.jpg" }, { "id": "95b4ba4e-1a42-49e5-96da-cb1cf6501091", "text": "草莓糖霜圈", "image_filename": "17_R2NTVLOhBfc_t118.3s_草莓糖霜圈.jpg" } ] } }, "preference_change_context": { "past_context": "My formal office event required an understated, undecorated topping style.", "current_context": "My formal office event has been replaced by a casual weekend gathering with no decoration rules.", "why_old_basis_expired": "The former event's decoration restriction no longer applies to the new gathering." }, "affected_old_preference": "I prefer a plain amber glaze without added decoration.", "new_preference": "I prefer dark icing with sparse multicolored sprinkles.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "overall icing color and decoration style", "expected_user_reply": "I prefer dark icing with sparse multicolored sprinkles.", "matching_answer_labels": [ "C" ] }, { "label": "B", "feature": "hand-held presentation", "expected_user_reply": "I prefer the donut held up by hand.", "matching_answer_labels": [ "A", "B", "C", "D", "F" ] }, { "label": "C", "feature": "number of visible donuts", "expected_user_reply": "I prefer one donut visible.", "matching_answer_labels": [ "A", "B", "C", "D", "F" ] }, { "label": "D", "feature": "face placement in the composition", "expected_user_reply": "I prefer a face visible beside the donut.", "matching_answer_labels": [ "C", "D", "F" ] }, { "label": "E", "feature": "cropping and framing", "expected_user_reply": "I prefer partially cropped donut framing.", "matching_answer_labels": [ "C", "E" ] }, { "label": "F", "feature": "visible container presence", "expected_user_reply": "I prefer no container visible in the scene.", "matching_answer_labels": [ "A", "B", "C", "D", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:20:43.587559+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862061+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When she holds the pink strawberry-iced doughnut up directly in front of the camera and the ORIGINAL W/ STRAWBERRY ICING label appears in the lower-left corner, tell me which of all the doughnuts shown so far is most suitable for me?", "language": "en" } } } }, { "turn_id": "UPC_000017_turn_000002", "query": { "text": "When the BROWNIE BATTER label appears in the lower-left corner of the screen and he is holding a doughnut covered in chocolate sauce, tell me which of all the doughnuts shown so far is most suitable for me?", "language": "en" }, "query_time_s": 133.467, "time_range": { "start_s": 133.467, "end_s": 301.2 }, "windows": { "waiting": null, "asking": { "start_s": 133.467, "end_s": 262.7, "start_frame": 4004, "end_frame": 7881 }, "answering": { "start_s": 262.7, "end_s": 269.767, "start_frame": 7881, "end_frame": 8093 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you prefer a whole ring or a small broken piece?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you prefer a glossy sheen or a more matte-looking surface?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you want visible sprinkles or no sprinkles on your doughnut?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you prefer a clearly visible central opening in your doughnut?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you prefer a smooth surface or a visibly textured one?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which doughnut surface color do you currently prefer: cream, golden, medium brown, or dark brown?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "cef73cb4-e2d2-456b-a0db-93c3063c5017", "text": "Small broken doughnut piece with pale frosting and multicolored sprinkles.", "entity_ids": [], "target_view_id": null }, { "option_id": "215819cc-0d45-4169-84f6-452d5bc2818e", "text": "Whole golden-brown ring doughnut with a smooth glossy glaze.", "entity_ids": [], "target_view_id": null }, { "option_id": "34ac6530-1e04-4469-ab2b-b77ec7b19e47", "text": "Whole ring doughnut with a smooth dark chocolate-colored glossy coating.", "entity_ids": [], "target_view_id": null }, { "option_id": "27c57b20-7c84-4293-991c-d58e6b08e78a", "text": "Whole ring doughnut with a very dark lightly mottled surface.", "entity_ids": [], "target_view_id": null }, { "option_id": "278fd65a-ea54-4c27-b07c-42ae7652a48e", "text": "Whole ring doughnut with a plain medium-brown slightly uneven surface.", "entity_ids": [], "target_view_id": null }, { "option_id": "329f37bd-434d-4bcd-94f6-33baa41f9d62", "text": "Round doughnut covered in dark glossy coating and chocolate-colored sprinkles.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "278fd65a-ea54-4c27-b07c-42ae7652a48e", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a medium-brown surface.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "17_R2NTVLOhBfc:stale_preference:001:f6617763", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the BROWNIE BATTER label appears in the lower-left corner of the screen and he is holding a doughnut covered in chocolate sauce, tell me which of all the doughnuts shown so far is most suitable for me?", "historical_preference": "I preferred a cream-colored surface.\nI previously chose doughnuts for a pastel-themed party where cream-colored items suited the display; I now choose doughnuts for routine morning meetings with no event color scheme.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 133.467, "original_segment_end_s": 301.2, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000017/evidence/turn_000002/option_001.jpg", "cases/UPC_000017/evidence/turn_000002/option_002.jpg", "cases/UPC_000017/evidence/turn_000002/option_003.jpg", "cases/UPC_000017/evidence/turn_000002/option_004.jpg", "cases/UPC_000017/evidence/turn_000002/option_005.jpg", "cases/UPC_000017/evidence/turn_000002/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面左下角出现 BROWNIE BATTER 标签、他拿着淋满巧克力酱的甜甜圈时，告诉我目前出现的所有甜甜圈哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "蓝莓蛋糕圈" }, "wrong_answer": { "text": "草莓糖霜彩针" }, "answer_options": [ { "id": "cef73cb4-e2d2-456b-a0db-93c3063c5017", "text": "草莓糖霜彩针", "image_filename": "17_R2NTVLOhBfc_t135.2s_草莓糖霜彩针.jpg" }, { "id": "215819cc-0d45-4169-84f6-452d5bc2818e", "text": "枫糖糖霜圈", "image_filename": "17_R2NTVLOhBfc_t150.3s_枫糖糖霜圈.jpg" }, { "id": "34ac6530-1e04-4469-ab2b-b77ec7b19e47", "text": "巧克力霜蛋糕圈", "image_filename": "17_R2NTVLOhBfc_t193.8s_巧克力霜蛋糕圈.jpg" }, { "id": "27c57b20-7c84-4293-991c-d58e6b08e78a", "text": "巧克力蛋糕圈", "image_filename": "17_R2NTVLOhBfc_t216.8s_巧克力蛋糕圈.jpg" }, { "id": "278fd65a-ea54-4c27-b07c-42ae7652a48e", "text": "蓝莓蛋糕圈", "image_filename": "17_R2NTVLOhBfc_t238.8s_蓝莓蛋糕圈.jpg" }, { "id": "329f37bd-434d-4bcd-94f6-33baa41f9d62", "text": "布朗尼面糊圈", "image_filename": "17_R2NTVLOhBfc_t263.3s_布朗尼面糊圈.jpg" } ] } }, "preference_change_context": { "past_context": "I previously chose doughnuts for a pastel-themed party where cream-colored items suited the display.", "current_context": "I now choose doughnuts for routine morning meetings with no event color scheme.", "why_old_basis_expired": "The party-specific color scheme no longer applies to the new occasion." }, "affected_old_preference": "I preferred a cream-colored surface.", "new_preference": "I prefer a medium-brown surface.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "whole versus broken form", "expected_user_reply": "I prefer a whole ring.", "matching_answer_labels": [ "B", "C", "D", "E" ] }, { "label": "B", "feature": "surface sheen", "expected_user_reply": "I prefer a matte-looking surface.", "matching_answer_labels": [ "A", "E" ] }, { "label": "C", "feature": "visible sprinkles", "expected_user_reply": "I prefer no visible sprinkles.", "matching_answer_labels": [ "B", "C", "D", "E" ] }, { "label": "D", "feature": "visible central opening", "expected_user_reply": "I prefer a clearly visible central opening.", "matching_answer_labels": [ "B", "C", "D", "E" ] }, { "label": "E", "feature": "surface texture", "expected_user_reply": "I prefer a visibly textured surface.", "matching_answer_labels": [ "A", "D", "E", "F" ] }, { "label": "F", "feature": "surface color", "expected_user_reply": "I prefer a medium-brown surface.", "matching_answer_labels": [ "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:21:03.923859+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862064+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the BROWNIE BATTER label appears in the lower-left corner of the screen and he is holding a doughnut covered in chocolate sauce, tell me which of all the doughnuts shown so far is most suitable for me?", "language": "en" } } } }, { "turn_id": "UPC_000017_turn_000003", "query": { "text": "When he holds the doughnut completely coated in powdered sugar up directly in front of the camera and the POWDERED CAKE label appears in the lower-left corner, tell me which of all the doughnuts shown so far is most suitable for me?", "language": "en" }, "query_time_s": 301.2, "time_range": { "start_s": 301.2, "end_s": 462.033 }, "windows": { "waiting": null, "asking": { "start_s": 301.2, "end_s": 446.1, "start_frame": 9036, "end_frame": 13383 }, "answering": { "start_s": 446.1, "end_s": 451.1, "start_frame": 13383, "end_frame": 13533 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which visible base color do you currently prefer for your doughnut?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "How much coating coverage do you currently want on your doughnut?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What center-opening size do you currently prefer in your doughnut?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What surface relief do you currently prefer: twisted, concentric-ridged, or plain?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which visible topping texture do you currently prefer on your doughnut?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What outer silhouette do you currently prefer for your doughnut?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "48b9e8df-61fe-4dcf-8222-afe6f656754d", "text": "Golden-brown ring doughnut with cracked surface and raised concentric inner ridge.", "entity_ids": [], "target_view_id": null }, { "option_id": "9d5b0752-a6d4-4fbd-b10a-8d44833b2c58", "text": "Pale golden twisted ring doughnut with deep spiral ridges.", "entity_ids": [], "target_view_id": null }, { "option_id": "8cabeaa4-627a-4834-9796-d383e2194113", "text": "Plain brown ring doughnut with smooth face and scalloped inner edge.", "entity_ids": [], "target_view_id": null }, { "option_id": "5ad57672-72c1-4096-b0cb-2e27d1c99f18", "text": "Tan ring doughnut densely coated with fine beige crumbs.", "entity_ids": [], "target_view_id": null }, { "option_id": "fc04d427-280b-4402-8f4f-eead607ecfff", "text": "Ring doughnut heavily covered in a white flaky coating.", "entity_ids": [], "target_view_id": null }, { "option_id": "c387c963-fc89-4967-b140-d81c36d85302", "text": "Brown ring doughnut densely covered with chopped tan pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "f646001b-275d-44ab-98f4-a43220b89467", "text": "Pale ring doughnut coated with patchy white powder.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "48b9e8df-61fe-4dcf-8222-afe6f656754d", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a raised concentric inner ridge.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "17_R2NTVLOhBfc:stale_preference:002:08ceae0a", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When he holds the doughnut completely coated in powdered sugar up directly in front of the camera and the POWDERED CAKE label appears in the lower-left corner, tell me which of all the doughnuts shown so far is most suitable for me?", "historical_preference": "I prefer a deeply twisted spiral surface.\nI previously needed a visually elaborate doughnut for an office display contest; My office display contest has ended, so I am choosing for an ordinary break.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 301.2, "original_segment_end_s": 462.033, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000017/evidence/turn_000003/option_001.jpg", "cases/UPC_000017/evidence/turn_000003/option_002.jpg", "cases/UPC_000017/evidence/turn_000003/option_003.jpg", "cases/UPC_000017/evidence/turn_000003/option_004.jpg", "cases/UPC_000017/evidence/turn_000003/option_005.jpg", "cases/UPC_000017/evidence/turn_000003/option_006.jpg", "cases/UPC_000017/evidence/turn_000003/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当他把裹满白糖粉的甜甜圈举到镜头正前方、左下角出现 POWDERED CAKE 标签时，告诉我目前出现的所有甜甜圈哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "老式甜甜圈" }, "wrong_answer": { "text": "法式麻花圈" }, "answer_options": [ { "id": "48b9e8df-61fe-4dcf-8222-afe6f656754d", "text": "老式甜甜圈", "image_filename": "17_R2NTVLOhBfc_t313.3s_老式甜甜圈.jpg" }, { "id": "9d5b0752-a6d4-4fbd-b10a-8d44833b2c58", "text": "法式麻花圈", "image_filename": "17_R2NTVLOhBfc_t333.8s_法式麻花圈.jpg" }, { "id": "8cabeaa4-627a-4834-9796-d383e2194113", "text": "原味蛋糕圈", "image_filename": "17_R2NTVLOhBfc_t360.8s_原味蛋糕圈.jpg" }, { "id": "5ad57672-72c1-4096-b0cb-2e27d1c99f18", "text": "烤椰丝圈", "image_filename": "17_R2NTVLOhBfc_t377.8s_烤椰丝圈.jpg" }, { "id": "fc04d427-280b-4402-8f4f-eead607ecfff", "text": "白椰蓉圈", "image_filename": "17_R2NTVLOhBfc_t401.8s_白椰蓉圈.jpg" }, { "id": "c387c963-fc89-4967-b140-d81c36d85302", "text": "花生碎圈", "image_filename": "17_R2NTVLOhBfc_t419.3s_花生碎圈.jpg" }, { "id": "f646001b-275d-44ab-98f4-a43220b89467", "text": "糖粉蛋糕圈", "image_filename": "17_R2NTVLOhBfc_t447.8s_糖粉蛋糕圈.jpg" } ] } }, "preference_change_context": { "past_context": "I previously needed a visually elaborate doughnut for an office display contest.", "current_context": "My office display contest has ended, so I am choosing for an ordinary break.", "why_old_basis_expired": "The contest-based reason for prioritizing a twisted surface no longer applies." }, "affected_old_preference": "I prefer a deeply twisted spiral surface.", "new_preference": "I prefer a raised concentric inner ridge.", "preference_audit": { "old_matching_answer_labels": [ "B" ], "new_matching_answer_labels": [ "A" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible base color", "expected_user_reply": "I prefer a golden-brown base.", "matching_answer_labels": [ "A", "B", "C" ] }, { "label": "B", "feature": "coating coverage", "expected_user_reply": "I prefer little or no coating coverage.", "matching_answer_labels": [ "A", "B", "C" ] }, { "label": "C", "feature": "center-opening size", "expected_user_reply": "I prefer a medium-sized center opening.", "matching_answer_labels": [ "A", "C", "E", "G" ] }, { "label": "D", "feature": "surface relief pattern", "expected_user_reply": "I prefer a raised concentric inner ridge.", "matching_answer_labels": [ "A" ] }, { "label": "E", "feature": "visible topping texture", "expected_user_reply": "I prefer coarse, visibly separate topping pieces.", "matching_answer_labels": [ "A", "D", "F" ] }, { "label": "F", "feature": "outer silhouette", "expected_user_reply": "I prefer a broadly circular outer silhouette.", "matching_answer_labels": [ "A", "C", "D", "E", "F", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:20:41.780893+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862068+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When he holds the doughnut completely coated in powdered sugar up directly in front of the camera and the POWDERED CAKE label appears in the lower-left corner, tell me which of all the doughnuts shown so far is most suitable for me?", "language": "en" } } } }, { "turn_id": "UPC_000017_turn_000004", "query": { "text": "When the CHOCO. CAKE W/ CHOCO. ICING label appears in the lower-left corner of the screen and he holds a doughnut with dark chocolate icing in front of the camera, tell me which of all the doughnuts shown so far is most suitable for me?", "language": "en" }, "query_time_s": 462.033, "time_range": { "start_s": 462.033, "end_s": 735.667 }, "windows": { "waiting": null, "asking": { "start_s": 462.033, "end_s": 728.533, "start_frame": 13861, "end_frame": 21856 }, "answering": { "start_s": 728.533, "end_s": 732.667, "start_frame": 21856, "end_frame": 21980 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What doughnut base color do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which visible coating color do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer a round or elongated doughnut shape?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which glaze appearance do you currently prefer: translucent, patchy white, or opaque?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer an intact doughnut or a cut-open one?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer visible chocolate topping or none?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "f7b1ac61-c062-49b9-83e4-c28c53e77156", "text": "Round golden doughnut with glossy translucent glaze and central depression.", "entity_ids": [], "target_view_id": null }, { "option_id": "a7ecb56a-a6ff-474d-a658-8065ccc507e1", "text": "Cut golden doughnut piece with glossy amber filling exposed.", "entity_ids": [], "target_view_id": null }, { "option_id": "8150159b-f6cf-4462-b738-9365cb78faa4", "text": "Two torn golden doughnut halves revealing thick white filling.", "entity_ids": [], "target_view_id": null }, { "option_id": "926ad801-6786-4635-a7d9-b8d767779fff", "text": "Round golden doughnut with irregular, patchy white glaze.", "entity_ids": [], "target_view_id": null }, { "option_id": "9802c93e-4f32-420b-93f9-ec276cf8aebc", "text": "Torn golden doughnut piece exposing thick white filling.", "entity_ids": [], "target_view_id": null }, { "option_id": "d525830e-f492-4b66-8054-c1e7b6cb714d", "text": "Round golden doughnut covered with smooth dark chocolate icing.", "entity_ids": [], "target_view_id": null }, { "option_id": "f07e928c-de0a-41c2-ab37-6f5b84614962", "text": "Elongated rectangular doughnut with smooth opaque pale pink icing.", "entity_ids": [], "target_view_id": null }, { "option_id": "46926a80-b5fa-406d-a38b-b962eb598e7a", "text": "Round doughnut covered in glossy dark chocolate coating.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "926ad801-6786-4635-a7d9-b8d767779fff", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a patchy white glaze.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "17_R2NTVLOhBfc:stale_preference:003:d7073164", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 3, "canonical_question": "When the CHOCO. CAKE W/ CHOCO. ICING label appears in the lower-left corner of the screen and he holds a doughnut with dark chocolate icing in front of the camera, tell me which of all the doughnuts shown so far is most suitable for me?", "historical_preference": "I preferred a smooth translucent glaze.\nI filmed in a dim kitchen and favored smooth translucent glaze that caught limited light; I now film in a brightly lit studio instead of a dim kitchen.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 462.033, "original_segment_end_s": 735.667, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000017/evidence/turn_000004/option_001.jpg", "cases/UPC_000017/evidence/turn_000004/option_002.jpg", "cases/UPC_000017/evidence/turn_000004/option_003.jpg", "cases/UPC_000017/evidence/turn_000004/option_004.jpg", "cases/UPC_000017/evidence/turn_000004/option_005.jpg", "cases/UPC_000017/evidence/turn_000004/option_006.jpg", "cases/UPC_000017/evidence/turn_000004/option_007.jpg", "cases/UPC_000017/evidence/turn_000004/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面左下角出现 CHOCO. CAKE W/ CHOCO. ICING 标签、他把深色巧克力淋面的甜甜圈举在镜头前时，告诉我目前出现的所有甜甜圈哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "巧克力奶油夹心" }, "wrong_answer": { "text": "果酱夹心圈" }, "answer_options": [ { "id": "f7b1ac61-c062-49b9-83e4-c28c53e77156", "text": "果酱夹心圈", "image_filename": "17_R2NTVLOhBfc_t474.3s_果酱夹心圈.jpg" }, { "id": "a7ecb56a-a6ff-474d-a658-8065ccc507e1", "text": "柠檬卡仕达夹心", "image_filename": "17_R2NTVLOhBfc_t533.3s_柠檬卡仕达夹心.jpg" }, { "id": "8150159b-f6cf-4462-b738-9365cb78faa4", "text": "香草奶油夹心", "image_filename": "17_R2NTVLOhBfc_t587.3s_香草奶油夹心.jpg" }, { "id": "926ad801-6786-4635-a7d9-b8d767779fff", "text": "巧克力奶油夹心", "image_filename": "17_R2NTVLOhBfc_t634.6s_巧克力奶油夹心.jpg" }, { "id": "9802c93e-4f32-420b-93f9-ec276cf8aebc", "text": "巴伐利亚奶油圈", "image_filename": "17_R2NTVLOhBfc_t654.3s_巴伐利亚奶油圈.jpg" }, { "id": "d525830e-f492-4b66-8054-c1e7b6cb714d", "text": "波士顿奶油圈", "image_filename": "17_R2NTVLOhBfc_t685.8s_波士顿奶油圈.jpg" }, { "id": "f07e928c-de0a-41c2-ab37-6f5b84614962", "text": "白糖霜长条圈", "image_filename": "17_R2NTVLOhBfc_t714.8s_白糖霜长条圈.jpg" }, { "id": "46926a80-b5fa-406d-a38b-b962eb598e7a", "text": "巧克力蛋糕淋巧霜", "image_filename": "17_R2NTVLOhBfc_t729.8s_巧克力蛋糕淋巧霜.jpg" } ] } }, "preference_change_context": { "past_context": "I filmed in a dim kitchen and favored smooth translucent glaze that caught limited light.", "current_context": "I now film in a brightly lit studio instead of a dim kitchen.", "why_old_basis_expired": "The brighter setting removes my low-light reason for defaulting to translucent glaze." }, "affected_old_preference": "I preferred a smooth translucent glaze.", "new_preference": "I prefer a patchy white glaze.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "doughnut base color", "expected_user_reply": "I prefer a golden-brown base.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "B", "feature": "coating color", "expected_user_reply": "I prefer a light-colored coating.", "matching_answer_labels": [ "A", "D", "G" ] }, { "label": "C", "feature": "outline shape", "expected_user_reply": "I prefer a round shape.", "matching_answer_labels": [ "A", "D", "F", "H" ] }, { "label": "D", "feature": "glaze appearance", "expected_user_reply": "I prefer a patchy white glaze.", "matching_answer_labels": [ "D" ] }, { "label": "E", "feature": "intactness", "expected_user_reply": "I prefer an intact doughnut.", "matching_answer_labels": [ "A", "D", "F", "G", "H" ] }, { "label": "F", "feature": "chocolate topping presence", "expected_user_reply": "I prefer no visible chocolate topping.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:21:18.226979+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862072+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the CHOCO. CAKE W/ CHOCO. ICING label appears in the lower-left corner of the screen and he holds a doughnut with dark chocolate icing in front of the camera, tell me which of all the doughnuts shown so far is most suitable for me?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/17_R2NTVLOhBfc/17_R2NTVLOhBfc.mp4", "duration_s": 735.733333, "width": 1920, "height": 1080, "fps": { "num": 30, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000018", "source": { "dataset": "YouTube", "video_id": "18_kwLRPJHOpLs", "filename": "18_kwLRPJHOpLs.mp4", "url": null, "input_filename": "18_kwLRPJHOpLs.mp4" }, "media": { "uri": "cases/UPC_000018/video.mp4", "duration_s": 198.966667, "width": 1920, "height": 1080, "frame_count": 5997, "fps": { "num": 30, "den": 1, "value": 30.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000018_turn_000001", "query": { "text": "When the image wipes to a bedroom with a gray-brown main wall and a yellow-green side wall, with the number plate in the upper-left corner showing 6, tell me which of all the bedroom color schemes that have appeared so far is best suited to me?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 45.4 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 37.4, "start_frame": 0, "end_frame": 1122 }, "answering": { "start_s": 37.4, "end_s": 45.4, "start_frame": 1122, "end_frame": 1362 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which artwork subject do you currently prefer above the bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "How many wall spotlights do you currently prefer above the bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What headboard design do you currently prefer for the bedroom?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What main-and-side wall color pairing do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What accent pillow color do you currently prefer on the bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What bedside table material appearance do you currently prefer?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "911f78d4-1309-4d08-8160-85d991a40592", "text": "Bedroom with dark teal main wall and pale green side walls.", "entity_ids": [], "target_view_id": null }, { "option_id": "f3aebd6d-dac6-48d5-949d-72d721183c02", "text": "Bedroom with dusty pink main wall and pale pink side walls.", "entity_ids": [], "target_view_id": null }, { "option_id": "e8455428-f2d9-49c6-b57c-76e61325d2ef", "text": "Bedroom with turquoise main wall and pale gray side walls.", "entity_ids": [], "target_view_id": null }, { "option_id": "bdde990e-c572-4b53-8ab2-105e87942b8c", "text": "Bedroom with deep purple main wall and pink side walls.", "entity_ids": [], "target_view_id": null }, { "option_id": "f3023c80-bb0d-4fac-b68f-96ca9998cb17", "text": "Bedroom with lavender main wall and white side walls.", "entity_ids": [], "target_view_id": null }, { "option_id": "d13adb30-e3cf-4aae-9830-b83badd8870b", "text": "Bedroom with gray-brown main wall and yellow-green side walls.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "d13adb30-e3cf-4aae-9830-b83badd8870b", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a gray-brown main wall with yellow-green side walls.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "18_kwLRPJHOpLs:stale_preference:000:913d16f8", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the image wipes to a bedroom with a gray-brown main wall and a yellow-green side wall, with the number plate in the upper-left corner showing 6, tell me which of all the bedroom color schemes that have appeared so far is best suited to me?", "historical_preference": "I preferred a dark teal main wall with pale green side walls.\nMy former bedroom received little daylight, so I preferred a saturated cool wall pairing; I have moved to a bedroom with abundant natural daylight.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 45.4, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000018/evidence/turn_000001/option_001.jpg", "cases/UPC_000018/evidence/turn_000001/option_002.jpg", "cases/UPC_000018/evidence/turn_000001/option_003.jpg", "cases/UPC_000018/evidence/turn_000001/option_004.jpg", "cases/UPC_000018/evidence/turn_000001/option_005.jpg", "cases/UPC_000018/evidence/turn_000001/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面擦除切换成灰褐色主墙配黄绿色侧墙、左上角编号牌显示 6 的卧室时，告诉我目前出现的所有卧室配色方案哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "灰褐墙配黄绿侧墙" }, "wrong_answer": { "text": "孔雀蓝墙配橄榄绿" }, "answer_options": [ { "id": "911f78d4-1309-4d08-8160-85d991a40592", "text": "孔雀蓝墙配橄榄绿", "image_filename": "18_kwLRPJHOpLs_t2.9s_孔雀蓝墙配橄榄绿.jpg" }, { "id": "f3aebd6d-dac6-48d5-949d-72d721183c02", "text": "玫粉墙配米粉侧墙", "image_filename": "18_kwLRPJHOpLs_t12.4s_玫粉墙配米粉侧墙.jpg" }, { "id": "e8455428-f2d9-49c6-b57c-76e61325d2ef", "text": "亮青绿墙配浅灰白", "image_filename": "18_kwLRPJHOpLs_t18.4s_亮青绿墙配浅灰白.jpg" }, { "id": "bdde990e-c572-4b53-8ab2-105e87942b8c", "text": "紫红墙配浅紫侧墙", "image_filename": "18_kwLRPJHOpLs_t25.4s_紫红墙配浅紫侧墙.jpg" }, { "id": "f3023c80-bb0d-4fac-b68f-96ca9998cb17", "text": "淡蓝墙配纯白侧墙", "image_filename": "18_kwLRPJHOpLs_t33.4s_淡蓝墙配纯白侧墙.jpg" }, { "id": "d13adb30-e3cf-4aae-9830-b83badd8870b", "text": "灰褐墙配黄绿侧墙", "image_filename": "18_kwLRPJHOpLs_t40.9s_灰褐墙配黄绿侧墙.jpg" } ] } }, "preference_change_context": { "past_context": "My former bedroom received little daylight, so I preferred a saturated cool wall pairing.", "current_context": "I have moved to a bedroom with abundant natural daylight.", "why_old_basis_expired": "The low-light conditions behind my former wall-color preference no longer apply." }, "affected_old_preference": "I preferred a dark teal main wall with pale green side walls.", "new_preference": "I now prefer a gray-brown main wall with yellow-green side walls.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "F" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "artwork subject", "expected_user_reply": "I prefer a reclining metallic figure print.", "matching_answer_labels": [ "B", "C", "D", "F" ] }, { "label": "B", "feature": "wall spotlight count", "expected_user_reply": "I prefer three wall spotlights.", "matching_answer_labels": [ "A", "B", "C", "D", "F" ] }, { "label": "C", "feature": "headboard design", "expected_user_reply": "I prefer a wide beige horizontally paneled headboard.", "matching_answer_labels": [ "B", "C", "D", "F" ] }, { "label": "D", "feature": "main-and-side wall color pairing", "expected_user_reply": "I now prefer a gray-brown main wall with yellow-green side walls.", "matching_answer_labels": [ "F" ] }, { "label": "E", "feature": "accent pillow color", "expected_user_reply": "I prefer gray accent pillows.", "matching_answer_labels": [ "D", "F" ] }, { "label": "F", "feature": "bedside table material appearance", "expected_user_reply": "I prefer dark wood-look bedside tables.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:17:04.546724+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861841+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the image wipes to a bedroom with a gray-brown main wall and a yellow-green side wall, with the number plate in the upper-left corner showing 6, tell me which of all the bedroom color schemes that have appeared so far is best suited to me?", "language": "en" } } } }, { "turn_id": "UPC_000018_turn_000002", "query": { "text": "When the image wipes to a bedroom with a saturated bright yellow main wall and a light beige-gray side wall, with the number plate in the upper-left corner showing 12, tell me which of all the bedroom color schemes that have appeared so far is best suited to me?", "language": "en" }, "query_time_s": 45.4, "time_range": { "start_s": 45.4, "end_s": 93.9 }, "windows": { "waiting": null, "asking": { "start_s": 45.4, "end_s": 85.2, "start_frame": 1362, "end_frame": 2556 }, "answering": { "start_s": 85.2, "end_s": 93.9, "start_frame": 2556, "end_frame": 2817 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which main-wall color do you currently prefer: peach, brown, teal, rust, pink, or yellow?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What side-wall color do you currently prefer for the bedroom?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "How many overhead accent spotlights do you prefer above the bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What headboard color do you currently prefer in the bedroom?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What subject do you prefer for the framed wall artwork?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which bedside-table finish do you currently prefer beside the bed?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "97934e30-0ad5-446b-b40d-a06d2cea416d", "text": "Bedroom with soft peach main wall, beige side walls, badge 7.", "entity_ids": [], "target_view_id": null }, { "option_id": "0676af8b-7c70-4d9c-b7ec-17fa82d876fa", "text": "Bedroom with dark brown main wall, beige side walls, badge 8.", "entity_ids": [], "target_view_id": null }, { "option_id": "e53884a0-7d40-4e0f-9b71-1a2f5ca2ec32", "text": "Bedroom with deep teal main wall, light gray sides, badge 9.", "entity_ids": [], "target_view_id": null }, { "option_id": "e383f5a8-f206-4e59-bea5-7101b3100896", "text": "Bedroom with rust-red main wall, beige side walls, badge 10.", "entity_ids": [], "target_view_id": null }, { "option_id": "b784f93d-3d36-4790-9058-7ea3e1d85e71", "text": "Bedroom with vivid pink main wall, pale blue-gray sides, badge 11.", "entity_ids": [], "target_view_id": null }, { "option_id": "b3c15c1a-c35d-437c-863f-32372366fd68", "text": "Bedroom with bright yellow main wall, beige-gray sides, badge 12.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "e53884a0-7d40-4e0f-9b71-1a2f5ca2ec32", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a deep teal main wall.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "18_kwLRPJHOpLs:stale_preference:001:0d5a82e6", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the image wipes to a bedroom with a saturated bright yellow main wall and a light beige-gray side wall, with the number plate in the upper-left corner showing 12, tell me which of all the bedroom color schemes that have appeared so far is best suited to me?", "historical_preference": "I prefer a soft peach main wall.\nMy former bedroom received little natural daylight, so I favored a pale warm main wall; I have moved to a bedroom with abundant natural daylight.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 45.4, "original_segment_end_s": 93.9, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000018/evidence/turn_000002/option_001.jpg", "cases/UPC_000018/evidence/turn_000002/option_002.jpg", "cases/UPC_000018/evidence/turn_000002/option_003.jpg", "cases/UPC_000018/evidence/turn_000002/option_004.jpg", "cases/UPC_000018/evidence/turn_000002/option_005.jpg", "cases/UPC_000018/evidence/turn_000002/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面擦除切换成饱和明黄色主墙配浅米灰色侧墙、左上角编号牌显示 12 的卧室时，告诉我目前出现的所有卧室配色方案哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "深孔雀蓝配浅灰墙" }, "wrong_answer": { "text": "蜜桃粉墙配浅粉白" }, "answer_options": [ { "id": "97934e30-0ad5-446b-b40d-a06d2cea416d", "text": "蜜桃粉墙配浅粉白", "image_filename": "18_kwLRPJHOpLs_t48.4s_蜜桃粉墙配浅粉白.jpg" }, { "id": "0676af8b-7c70-4d9c-b7ec-17fa82d876fa", "text": "棕褐墙配米白侧墙", "image_filename": "18_kwLRPJHOpLs_t56.4s_棕褐墙配米白侧墙.jpg" }, { "id": "e53884a0-7d40-4e0f-9b71-1a2f5ca2ec32", "text": "深孔雀蓝配浅灰墙", "image_filename": "18_kwLRPJHOpLs_t64.4s_深孔雀蓝配浅灰墙.jpg" }, { "id": "e383f5a8-f206-4e59-bea5-7101b3100896", "text": "砖红棕墙配米粉色", "image_filename": "18_kwLRPJHOpLs_t72.4s_砖红棕墙配米粉色.jpg" }, { "id": "b784f93d-3d36-4790-9058-7ea3e1d85e71", "text": "玫红墙配灰蓝白墙", "image_filename": "18_kwLRPJHOpLs_t81.4s_玫红墙配灰蓝白墙.jpg" }, { "id": "b3c15c1a-c35d-437c-863f-32372366fd68", "text": "明黄墙配米灰侧墙", "image_filename": "18_kwLRPJHOpLs_t88.4s_明黄墙配米灰侧墙.jpg" } ] } }, "preference_change_context": { "past_context": "My former bedroom received little natural daylight, so I favored a pale warm main wall.", "current_context": "I have moved to a bedroom with abundant natural daylight.", "why_old_basis_expired": "The former need to compensate for limited daylight no longer applies." }, "affected_old_preference": "I prefer a soft peach main wall.", "new_preference": "I prefer a deep teal main wall.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "main-wall color", "expected_user_reply": "I prefer a deep teal main wall.", "matching_answer_labels": [ "C" ] }, { "label": "B", "feature": "side-wall color", "expected_user_reply": "I prefer light gray side walls.", "matching_answer_labels": [ "C", "E" ] }, { "label": "C", "feature": "overhead accent spotlight count", "expected_user_reply": "I prefer three overhead accent spotlights.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "D", "feature": "headboard color", "expected_user_reply": "I prefer a beige headboard.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "E", "feature": "framed artwork subject", "expected_user_reply": "I prefer reclining Buddha artwork.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "F", "feature": "bedside-table finish", "expected_user_reply": "I prefer a dark wood appearance.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:16:55.886682+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861864+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the image wipes to a bedroom with a saturated bright yellow main wall and a light beige-gray side wall, with the number plate in the upper-left corner showing 12, tell me which of all the bedroom color schemes that have appeared so far is best suited to me?", "language": "en" } } } }, { "turn_id": "UPC_000018_turn_000003", "query": { "text": "When the image wipes to a bedroom with a coral-pink main wall and a light mint-green side wall, with the number plate in the upper-left corner showing 17, tell me which of all the bedroom color schemes that have appeared so far is best suited to me?", "language": "en" }, "query_time_s": 93.9, "time_range": { "start_s": 93.9, "end_s": 133.4 }, "windows": { "waiting": null, "asking": { "start_s": 93.9, "end_s": 125.8, "start_frame": 2817, "end_frame": 3774 }, "answering": { "start_s": 125.8, "end_s": 133.4, "start_frame": 3774, "end_frame": 4002 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which main-wall and side-wall color arrangement do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What headboard color do you currently prefer among these bedroom schemes?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "How many ceiling spotlights do you currently prefer above the bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What style of wall artwork do you currently prefer in bedrooms?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What blanket color do you currently prefer for your bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What nightstand finish do you currently prefer beside your bed?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "270e350e-7adf-4c01-aa1a-7224f29da485", "text": "Bedroom with pale mint main wall, peach side walls, and badge 13.", "entity_ids": [], "target_view_id": null }, { "option_id": "2a5799dc-e05c-47f0-b940-dffa19148118", "text": "Bedroom with dark plum main wall, pink side walls, and badge 14.", "entity_ids": [], "target_view_id": null }, { "option_id": "0ffebec0-6c08-48a9-9af6-d3bcdbb80666", "text": "Bedroom with taupe main wall, pale gray-green side walls, and badge 15.", "entity_ids": [], "target_view_id": null }, { "option_id": "b09b731f-5896-45f6-9183-a7757c7a1d97", "text": "Bedroom with olive main wall, cream side walls, and badge 16.", "entity_ids": [], "target_view_id": null }, { "option_id": "99c2a1ff-7dfb-43da-93cc-332bf72e3c66", "text": "Bedroom with coral-pink main wall, pale mint side walls, and badge 17.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "99c2a1ff-7dfb-43da-93cc-332bf72e3c66", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a coral-pink main wall with pale mint-green side walls.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "18_kwLRPJHOpLs:stale_preference:002:ac00ad63", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the image wipes to a bedroom with a coral-pink main wall and a light mint-green side wall, with the number plate in the upper-left corner showing 17, tell me which of all the bedroom color schemes that have appeared so far is best suited to me?", "historical_preference": "I preferred a pale mint-green main wall with peach side walls.\nMy former bedroom was dim, so I favored a light wall arrangement; My new bedroom receives abundant daylight.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 93.9, "original_segment_end_s": 133.4, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000018/evidence/turn_000003/option_001.jpg", "cases/UPC_000018/evidence/turn_000003/option_002.jpg", "cases/UPC_000018/evidence/turn_000003/option_003.jpg", "cases/UPC_000018/evidence/turn_000003/option_004.jpg", "cases/UPC_000018/evidence/turn_000003/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面擦除切换成珊瑚粉色主墙配浅薄荷绿色侧墙、左上角编号牌显示 17 的卧室时，告诉我目前出现的所有卧室配色方案哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "珊瑚粉墙配薄荷绿" }, "wrong_answer": { "text": "淡灰绿墙配蜜桃色" }, "answer_options": [ { "id": "270e350e-7adf-4c01-aa1a-7224f29da485", "text": "淡灰绿墙配蜜桃色", "image_filename": "18_kwLRPJHOpLs_t97.4s_淡灰绿墙配蜜桃色.jpg" }, { "id": "2a5799dc-e05c-47f0-b940-dffa19148118", "text": "深紫红墙配藕粉墙", "image_filename": "18_kwLRPJHOpLs_t105.4s_深紫红墙配藕粉墙.jpg" }, { "id": "0ffebec0-6c08-48a9-9af6-d3bcdbb80666", "text": "灰褐粉墙配浅灰墙", "image_filename": "18_kwLRPJHOpLs_t113.4s_灰褐粉墙配浅灰墙.jpg" }, { "id": "b09b731f-5896-45f6-9183-a7757c7a1d97", "text": "橄榄卡其配米白墙", "image_filename": "18_kwLRPJHOpLs_t121.4s_橄榄卡其配米白墙.jpg" }, { "id": "99c2a1ff-7dfb-43da-93cc-332bf72e3c66", "text": "珊瑚粉墙配薄荷绿", "image_filename": "18_kwLRPJHOpLs_t128.9s_珊瑚粉墙配薄荷绿.jpg" } ] } }, "preference_change_context": { "past_context": "My former bedroom was dim, so I favored a light wall arrangement.", "current_context": "My new bedroom receives abundant daylight.", "why_old_basis_expired": "The brighter setting removes the low-light reason for automatically retaining my former palette." }, "affected_old_preference": "I preferred a pale mint-green main wall with peach side walls.", "new_preference": "I prefer a coral-pink main wall with pale mint-green side walls.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "main-wall and side-wall color arrangement", "expected_user_reply": "I prefer a coral-pink main wall with pale mint-green side walls.", "matching_answer_labels": [ "E" ] }, { "label": "B", "feature": "headboard color", "expected_user_reply": "I prefer a pale beige headboard.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "C", "feature": "ceiling spotlight count", "expected_user_reply": "I prefer three ceiling spotlights above the bed.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "D", "feature": "wall artwork style", "expected_user_reply": "I prefer monochrome figurative wall artwork.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "E", "feature": "blanket color", "expected_user_reply": "I prefer a gray bed blanket.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "F", "feature": "nightstand finish", "expected_user_reply": "I prefer a dark wood-appearance nightstand finish.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:17:00.568673+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861872+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the image wipes to a bedroom with a coral-pink main wall and a light mint-green side wall, with the number plate in the upper-left corner showing 17, tell me which of all the bedroom color schemes that have appeared so far is best suited to me?", "language": "en" } } } }, { "turn_id": "UPC_000018_turn_000004", "query": { "text": "When the image wipes to a bedroom with a nearly black dark navy-blue main wall and a light pink side wall, with the number plate in the upper-left corner showing 25, tell me which of all the bedroom color schemes that have appeared so far is best suited to me?", "language": "en" }, "query_time_s": 133.4, "time_range": { "start_s": 133.4, "end_s": 195.9 }, "windows": { "waiting": null, "asking": { "start_s": 133.4, "end_s": 188.0, "start_frame": 4002, "end_frame": 5640 }, "answering": { "start_s": 188.0, "end_s": 195.9, "start_frame": 5640, "end_frame": 5877 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer plain or patterned decorative pillows?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer floral or reclining-figure wall artwork?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer beige or dark wooden bedside tables?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which main accent-wall color depth do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer two or three visible front pillows?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer white or colored spotlight illumination?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "d316b269-02c4-404d-984e-18f7454e40f1", "text": "Bedroom with lime accent wall, cream sides, and plaque 18.", "entity_ids": [], "target_view_id": null }, { "option_id": "3172b6e8-4fe7-4c7d-965c-98429fc2e4a7", "text": "Bedroom with muted coral accent wall, pale pink sides, plaque 19.", "entity_ids": [], "target_view_id": null }, { "option_id": "3bb42734-1484-4449-a6e3-b114c5aaecef", "text": "Bedroom with yellow accent wall, beige sides, patterned pillows, plaque 20.", "entity_ids": [], "target_view_id": null }, { "option_id": "166b4a0b-de3a-447c-9117-f3a012e1e0a7", "text": "Bedroom with pale green accent wall, beige sides, floral artwork, plaque 21.", "entity_ids": [], "target_view_id": null }, { "option_id": "c8094785-9782-4fb3-80be-acc613195639", "text": "Bedroom with mint accent wall, gray sides, matching pillows, plaque 22.", "entity_ids": [], "target_view_id": null }, { "option_id": "7a9f8ae8-7c57-4148-b615-ed8345e051fc", "text": "Bedroom with burgundy accent wall, pink sides, matching pillows, plaque 23.", "entity_ids": [], "target_view_id": null }, { "option_id": "4bc1d752-69c7-4cfb-b4e6-5298e0c69baf", "text": "Bedroom with dark teal accent wall, cream sides, matching pillows, plaque 24.", "entity_ids": [], "target_view_id": null }, { "option_id": "7b13c41e-f840-4796-b0bd-dcdaf5145d3f", "text": "Bedroom with near-black navy accent wall, pink sides, matching pillows, plaque 25.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "7b13c41e-f840-4796-b0bd-dcdaf5145d3f", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a near-black deep navy main accent wall.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "18_kwLRPJHOpLs:stale_preference:003:d4573a9f", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 3, "canonical_question": "When the image wipes to a bedroom with a nearly black dark navy-blue main wall and a light pink side wall, with the number plate in the upper-left corner showing 25, tell me which of all the bedroom color schemes that have appeared so far is best suited to me?", "historical_preference": "I prefer a very light lime main accent wall.\nMy former dim basement apartment made a very light accent wall my requirement; I have moved to a sunny above-ground home.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 133.4, "original_segment_end_s": 195.9, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000018/evidence/turn_000004/option_001.jpg", "cases/UPC_000018/evidence/turn_000004/option_002.jpg", "cases/UPC_000018/evidence/turn_000004/option_003.jpg", "cases/UPC_000018/evidence/turn_000004/option_004.jpg", "cases/UPC_000018/evidence/turn_000004/option_005.jpg", "cases/UPC_000018/evidence/turn_000004/option_006.jpg", "cases/UPC_000018/evidence/turn_000004/option_007.jpg", "cases/UPC_000018/evidence/turn_000004/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面擦除切换成近黑的深藏蓝色主墙配浅粉色侧墙、左上角编号牌显示 25 的卧室时，告诉我目前出现的所有卧室配色方案哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "深藏蓝墙配浅粉墙" }, "wrong_answer": { "text": "荧光黄绿配米黄墙" }, "answer_options": [ { "id": "d316b269-02c4-404d-984e-18f7454e40f1", "text": "荧光黄绿配米黄墙", "image_filename": "18_kwLRPJHOpLs_t136.9s_荧光黄绿配米黄墙.jpg" }, { "id": "3172b6e8-4fe7-4c7d-965c-98429fc2e4a7", "text": "砖粉墙配浅粉白墙", "image_filename": "18_kwLRPJHOpLs_t144.4s_砖粉墙配浅粉白墙.jpg" }, { "id": "3bb42734-1484-4449-a6e3-b114c5aaecef", "text": "柠檬黄墙配米灰墙", "image_filename": "18_kwLRPJHOpLs_t152.4s_柠檬黄墙配米灰墙.jpg" }, { "id": "166b4a0b-de3a-447c-9117-f3a012e1e0a7", "text": "浅豆绿墙配浅蓝白", "image_filename": "18_kwLRPJHOpLs_t160.4s_浅豆绿墙配浅蓝白.jpg" }, { "id": "c8094785-9782-4fb3-80be-acc613195639", "text": "薄荷绿墙配浅灰绿", "image_filename": "18_kwLRPJHOpLs_t168.4s_薄荷绿墙配浅灰绿.jpg" }, { "id": "7a9f8ae8-7c57-4148-b615-ed8345e051fc", "text": "酒红玫墙配浅粉墙", "image_filename": "18_kwLRPJHOpLs_t176.4s_酒红玫墙配浅粉墙.jpg" }, { "id": "4bc1d752-69c7-4cfb-b4e6-5298e0c69baf", "text": "墨绿青墙配米色墙", "image_filename": "18_kwLRPJHOpLs_t183.4s_墨绿青墙配米色墙.jpg" }, { "id": "7b13c41e-f840-4796-b0bd-dcdaf5145d3f", "text": "深藏蓝墙配浅粉墙", "image_filename": "18_kwLRPJHOpLs_t191.4s_深藏蓝墙配浅粉墙.jpg" } ] } }, "preference_change_context": { "past_context": "My former dim basement apartment made a very light accent wall my requirement.", "current_context": "I have moved to a sunny above-ground home.", "why_old_basis_expired": "The new home is no longer dim, so the former light-wall requirement has expired." }, "affected_old_preference": "I prefer a very light lime main accent wall.", "new_preference": "I now prefer a near-black deep navy main accent wall.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "H" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "decorative pillow pattern", "expected_user_reply": "I prefer solid-colored decorative pillows.", "matching_answer_labels": [ "A", "B", "D", "E", "F", "G", "H" ] }, { "label": "B", "feature": "wall artwork subject", "expected_user_reply": "I prefer reclining-figure wall artwork.", "matching_answer_labels": [ "A", "B", "C", "E", "F", "G", "H" ] }, { "label": "C", "feature": "bedside table color", "expected_user_reply": "I prefer dark wooden bedside tables.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H" ] }, { "label": "D", "feature": "main accent-wall color depth", "expected_user_reply": "I now prefer a near-black deep navy main accent wall.", "matching_answer_labels": [ "H" ] }, { "label": "E", "feature": "visible front pillow count", "expected_user_reply": "I prefer two visible front pillows.", "matching_answer_labels": [ "A", "B", "D", "E", "F", "G", "H" ] }, { "label": "F", "feature": "spotlight illumination color", "expected_user_reply": "I prefer colored spotlight illumination.", "matching_answer_labels": [ "A", "C", "F", "G", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:16:46.424653+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.861877+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the image wipes to a bedroom with a nearly black dark navy-blue main wall and a light pink side wall, with the number plate in the upper-left corner showing 25, tell me which of all the bedroom color schemes that have appeared so far is best suited to me?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/18_kwLRPJHOpLs/18_kwLRPJHOpLs.mp4", "duration_s": 198.966667, "width": 1920, "height": 1080, "fps": { "num": 30, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000019", "source": { "dataset": "YouTube", "video_id": "19_mqWWBDIo4MQ", "filename": "19_mqWWBDIo4MQ.mp4", "url": null, "input_filename": "19_mqWWBDIo4MQ.mp4" }, "media": { "uri": "cases/UPC_000019/video.mp4", "duration_s": 754.433333, "width": 1920, "height": 1080, "frame_count": 22741, "fps": { "num": 30, "den": 1, "value": 30.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000019_turn_000001", "query": { "text": "When the view cuts to the light beige three-seat sofa and the subtitle “MANNARP sofa, beige $549” appears, now that you have moved from a dim apartment to a much brighter home, tell me which of all the sofas shown so far best suits you?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 152.1 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 140.0, "start_frame": 0, "end_frame": 4200 }, "answering": { "start_s": 140.0, "end_s": 152.1, "start_frame": 4200, "end_frame": 4563 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "How many visible seating sections do you currently want the sofa to have?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer rounded, squared, or angular upholstered arm profiles?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "How many distinct back-cushion sections do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer smooth, nubby, or visibly woven upholstery?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What accent-pillow pattern do you currently prefer with the sofa?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which upholstery color family do you currently prefer: cream, tan, or brown?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "8825d75e-1232-42b5-b7cb-821cc26d0f14", "text": "Cream nubby three-seat sofa with chunky rounded arms and segmented cushions.", "entity_ids": [], "target_view_id": null }, { "option_id": "d2460eae-d483-47bb-9218-3145af48c10f", "text": "White nubby two-seat sofa with curved arms and colorful pillows.", "entity_ids": [], "target_view_id": null }, { "option_id": "268ad00d-1ea8-49a5-8d30-3b58693c7b29", "text": "Warm tan three-section sofa with smooth upholstery and tall rounded arms.", "entity_ids": [], "target_view_id": null }, { "option_id": "9a196bef-1f1b-4c8b-9e8e-6bf66637cc15", "text": "Dark brown two-section sofa with broad rounded arms and velvet-like surface.", "entity_ids": [], "target_view_id": null }, { "option_id": "91682876-cece-4d5f-b231-ceef542da052", "text": "White deep sofa with loose back cushions and low blocky arms.", "entity_ids": [], "target_view_id": null }, { "option_id": "190be648-51a8-40b0-a739-727c5b45d3e5", "text": "Taupe sofa with oversized layered back cushions and slim squared arms.", "entity_ids": [], "target_view_id": null }, { "option_id": "fb372bff-1584-4dfb-b759-d0efe809ec81", "text": "Light beige loveseat with angular arms, slim black legs, layered cushions.", "entity_ids": [], "target_view_id": null }, { "option_id": "44c579ed-4d36-45d4-89f0-440838c9f9ce", "text": "Pale beige sofa with broad seat, squared arms, two back cushions.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "268ad00d-1ea8-49a5-8d30-3b58693c7b29", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer warm tan upholstery.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "19_mqWWBDIo4MQ:stale_preference:000:a1b9d085", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the view cuts to the light beige three-seat sofa and the subtitle “MANNARP sofa, beige $549” appears, now that you have moved from a dim apartment to a much brighter home, tell me which of all the sofas shown so far best suits you?", "historical_preference": "I previously preferred warm cream upholstery.\nI previously lived in a dim apartment and favored light-reflecting cream upholstery; I have moved from a dim apartment to a much brighter home.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 152.1, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000019/evidence/turn_000001/option_001.jpg", "cases/UPC_000019/evidence/turn_000001/option_002.jpg", "cases/UPC_000019/evidence/turn_000001/option_003.jpg", "cases/UPC_000019/evidence/turn_000001/option_004.jpg", "cases/UPC_000019/evidence/turn_000001/option_005.jpg", "cases/UPC_000019/evidence/turn_000001/option_006.jpg", "cases/UPC_000019/evidence/turn_000001/option_007.jpg", "cases/UPC_000019/evidence/turn_000001/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到浅米色三人沙发并出现字幕“MANNARP sofa, beige $549”时，告诉我目前出现的所有沙发哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "米黄丝绒三段模块沙发" }, "wrong_answer": { "text": "白色泰迪绒三段模块沙发" }, "answer_options": [ { "id": "8825d75e-1232-42b5-b7cb-821cc26d0f14", "text": "白色泰迪绒三段模块沙发", "image_filename": "19_mqWWBDIo4MQ_t17.4s_白色泰迪绒三段模块沙发.jpg" }, { "id": "d2460eae-d483-47bb-9218-3145af48c10f", "text": "白色两段模块沙发+脚凳", "image_filename": "19_mqWWBDIo4MQ_t44.4s_白色两段模块沙发+脚凳.jpg" }, { "id": "268ad00d-1ea8-49a5-8d30-3b58693c7b29", "text": "米黄丝绒三段模块沙发", "image_filename": "19_mqWWBDIo4MQ_t52.4s_米黄丝绒三段模块沙发.jpg" }, { "id": "9a196bef-1f1b-4c8b-9e8e-6bf66637cc15", "text": "深棕丝绒两段模块沙发", "image_filename": "19_mqWWBDIo4MQ_t75.4s_深棕丝绒两段模块沙发.jpg" }, { "id": "91682876-cece-4d5f-b231-ceef542da052", "text": "浅米色单体三人沙发", "image_filename": "19_mqWWBDIo4MQ_t102.4s_浅米色单体三人沙发.jpg" }, { "id": "190be648-51a8-40b0-a739-727c5b45d3e5", "text": "灰米色灯芯绒双人沙发", "image_filename": "19_mqWWBDIo4MQ_t128.4s_灰米色灯芯绒双人沙发.jpg" }, { "id": "fb372bff-1584-4dfb-b759-d0efe809ec81", "text": "米色羊毛感双人沙发", "image_filename": "19_mqWWBDIo4MQ_t134.4s_米色羊毛感双人沙发.jpg" }, { "id": "44c579ed-4d36-45d4-89f0-440838c9f9ce", "text": "米色羊毛感三人沙发", "image_filename": "19_mqWWBDIo4MQ_t142.4s_米色羊毛感三人沙发.jpg" } ] } }, "preference_change_context": { "past_context": "I previously lived in a dim apartment and favored light-reflecting cream upholstery.", "current_context": "I have moved from a dim apartment to a much brighter home.", "why_old_basis_expired": "The brighter natural light removes the lighting-based reason for automatically choosing cream upholstery." }, "affected_old_preference": "I previously preferred warm cream upholstery.", "new_preference": "I currently prefer warm tan upholstery.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible seating-section count", "expected_user_reply": "I prefer three visible seating sections.", "matching_answer_labels": [ "A", "C" ] }, { "label": "B", "feature": "upholstered arm profile", "expected_user_reply": "I prefer rounded upholstered arm profiles.", "matching_answer_labels": [ "A", "B", "C", "D" ] }, { "label": "C", "feature": "back-cushion section count", "expected_user_reply": "I prefer three distinct back-cushion sections.", "matching_answer_labels": [ "A", "C" ] }, { "label": "D", "feature": "visible upholstery texture", "expected_user_reply": "I prefer smooth upholstery.", "matching_answer_labels": [ "C", "D", "E", "F" ] }, { "label": "E", "feature": "accent-pillow pattern", "expected_user_reply": "I prefer multicolored geometric accent pillows.", "matching_answer_labels": [ "A", "B", "C", "D" ] }, { "label": "F", "feature": "upholstery color family", "expected_user_reply": "I currently prefer warm tan upholstery.", "matching_answer_labels": [ "C" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:23:10.480774+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862130+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the view cuts to the light beige three-seat sofa and the subtitle “MANNARP sofa, beige $549” appears, now that you have moved from a dim apartment to a much brighter home, tell me which of all the sofas shown so far best suits you?", "language": "en" } } } }, { "turn_id": "UPC_000019_turn_000002", "query": { "text": "When the full dark-blue corduroy three-seat sectional appears with the caption “JÄTTEBO sectional, 3-seat, dark blue,” now that you have moved from your cool-toned studio into an unfurnished home, tell me which sofa shown so far suits you best?", "language": "en" }, "query_time_s": 152.1, "time_range": { "start_s": 152.1, "end_s": 359.1 }, "windows": { "waiting": null, "asking": { "start_s": 152.1, "end_s": 326.5, "start_frame": 4563, "end_frame": 9795 }, "answering": { "start_s": 326.5, "end_s": 338.4, "start_frame": 9795, "end_frame": 10152 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which upholstery color do you currently prefer among the visible sofas?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer smooth upholstery or visibly ribbed corduroy?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer standard seating or a chaise extension?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer narrow arms or broad block-shaped arms?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer a low backrest or a taller backrest?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer sofas with or without a visible headrest?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "f23d23f3-e4b0-4a77-801f-8dcaeb7bdbc5", "text": "Pale blue-gray two-seat sofa with box cushions and exposed wooden legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "5c293816-c9ec-43eb-b9f1-772005874d82", "text": "Light beige sofa with three back cushions and slim wooden legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "ec4f5627-6d8d-4676-af03-7016179f81cf", "text": "Rust-orange chaise sectional with three back cushions and wooden arm tray.", "entity_ids": [], "target_view_id": null }, { "option_id": "9ab302aa-2a97-45d7-a572-4a8404b7132e", "text": "Gray chaise sectional with three back cushions and narrow rectangular arms.", "entity_ids": [], "target_view_id": null }, { "option_id": "eaf1f11e-ed63-4e57-ab96-a8d37ddb9167", "text": "Gray sofa with two broad back cushions and rectangular arms.", "entity_ids": [], "target_view_id": null }, { "option_id": "53d1782e-72e2-4430-9659-1bea7631f9ab", "text": "Warm beige ribbed corduroy modular sofa with broad arms and headrest.", "entity_ids": [], "target_view_id": null }, { "option_id": "3ba0ea38-5392-4da5-8ef5-f980a85ac765", "text": "Olive-green ribbed corduroy chaise sectional with block-shaped backrests.", "entity_ids": [], "target_view_id": null }, { "option_id": "017ca09e-fc78-46f5-9de7-30a5ac64f863", "text": "Gray chaise sofa with two headrests and broad rectangular arms.", "entity_ids": [], "target_view_id": null }, { "option_id": "a1faf4be-cf3d-4959-8968-5944efedc964", "text": "Dark-blue and olive-green ribbed modular seats with block-shaped backs.", "entity_ids": [], "target_view_id": null }, { "option_id": "6fb8476d-0414-4603-935c-68cfd36fc779", "text": "Dark-blue ribbed corduroy sectional with chaise and geometric pillows.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "53d1782e-72e2-4430-9659-1bea7631f9ab", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer medium warm beige upholstery.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "19_mqWWBDIo4MQ:stale_preference:001:fa11eb72", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the full dark-blue corduroy three-seat sectional appears with the caption “JÄTTEBO sectional, 3-seat, dark blue,” now that you have moved from your cool-toned studio into an unfurnished home, tell me which sofa shown so far suits you best?", "historical_preference": "I preferred pale blue-gray upholstery.\nIn my cool-toned studio, I chose pale blue-gray upholstery to coordinate with the fixed decor; I have moved from that studio into an unfurnished home.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 152.1, "original_segment_end_s": 359.1, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000019/evidence/turn_000002/option_001.jpg", "cases/UPC_000019/evidence/turn_000002/option_002.jpg", "cases/UPC_000019/evidence/turn_000002/option_003.jpg", "cases/UPC_000019/evidence/turn_000002/option_004.jpg", "cases/UPC_000019/evidence/turn_000002/option_005.jpg", "cases/UPC_000019/evidence/turn_000002/option_006.jpg", "cases/UPC_000019/evidence/turn_000002/option_007.jpg", "cases/UPC_000019/evidence/turn_000002/option_008.jpg", "cases/UPC_000019/evidence/turn_000002/option_009.jpg", "cases/UPC_000019/evidence/turn_000002/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到整张深蓝色灯芯绒三座组合沙发并出现字幕“JÄTTEBO sectional, 3-seat, dark blue”时，告诉我目前出现的所有沙发哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "灰米色灯芯绒三座组合沙发" }, "wrong_answer": { "text": "灰色布艺三人沙发" }, "answer_options": [ { "id": "f23d23f3-e4b0-4a77-801f-8dcaeb7bdbc5", "text": "灰色布艺三人沙发", "image_filename": "19_mqWWBDIo4MQ_t163.4s_灰色布艺三人沙发.jpg" }, { "id": "5c293816-c9ec-43eb-b9f1-772005874d82", "text": "浅米色布艺三人沙发", "image_filename": "19_mqWWBDIo4MQ_t170.4s_浅米色布艺三人沙发.jpg" }, { "id": "ec4f5627-6d8d-4676-af03-7016179f81cf", "text": "砖红色双人沙发带贵妃榻", "image_filename": "19_mqWWBDIo4MQ_t179.4s_砖红色双人沙发带贵妃榻.jpg" }, { "id": "9ab302aa-2a97-45d7-a572-4a8404b7132e", "text": "灰色贵妃沙发配橙色脚凳", "image_filename": "19_mqWWBDIo4MQ_t239.4s_灰色贵妃沙发配橙色脚凳.jpg" }, { "id": "eaf1f11e-ed63-4e57-ab96-a8d37ddb9167", "text": "New标牌灰米色双人沙发", "image_filename": "19_mqWWBDIo4MQ_t247.4s_New标牌灰米色双人沙发.jpg" }, { "id": "53d1782e-72e2-4430-9659-1bea7631f9ab", "text": "灰米色灯芯绒三座组合沙发", "image_filename": "19_mqWWBDIo4MQ_t270.4s_灰米色灯芯绒三座组合沙发.jpg" }, { "id": "3ba0ea38-5392-4da5-8ef5-f980a85ac765", "text": "绿色灯芯绒贵妃榻模块沙发", "image_filename": "19_mqWWBDIo4MQ_t284.4s_绿色灯芯绒贵妃榻模块沙发.jpg" }, { "id": "017ca09e-fc78-46f5-9de7-30a5ac64f863", "text": "灰色2.5座带贵妃榻沙发", "image_filename": "19_mqWWBDIo4MQ_t292.4s_灰色2.5座带贵妃榻沙发.jpg" }, { "id": "a1faf4be-cf3d-4959-8968-5944efedc964", "text": "蓝绿拼色带储物模块沙发", "image_filename": "19_mqWWBDIo4MQ_t305.4s_蓝绿拼色带储物模块沙发.jpg" }, { "id": "6fb8476d-0414-4603-935c-68cfd36fc779", "text": "深蓝灯芯绒三座组合沙发", "image_filename": "19_mqWWBDIo4MQ_t328.4s_深蓝灯芯绒三座组合沙发.jpg" } ] } }, "preference_change_context": { "past_context": "In my cool-toned studio, I chose pale blue-gray upholstery to coordinate with the fixed decor.", "current_context": "I have moved from that studio into an unfurnished home.", "why_old_basis_expired": "The fixed cool-toned decor that motivated my former color preference is gone." }, "affected_old_preference": "I preferred pale blue-gray upholstery.", "new_preference": "I prefer medium warm beige upholstery.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "F" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "upholstery color", "expected_user_reply": "I prefer medium warm beige upholstery.", "matching_answer_labels": [ "F" ] }, { "label": "B", "feature": "upholstery texture", "expected_user_reply": "I prefer visibly ribbed corduroy upholstery.", "matching_answer_labels": [ "F", "G", "I", "J" ] }, { "label": "C", "feature": "seating configuration", "expected_user_reply": "I prefer standard seating without a chaise.", "matching_answer_labels": [ "A", "B", "E", "F" ] }, { "label": "D", "feature": "arm width and shape", "expected_user_reply": "I prefer broad block-shaped arms.", "matching_answer_labels": [ "F", "G", "H" ] }, { "label": "E", "feature": "backrest height", "expected_user_reply": "I prefer a low backrest.", "matching_answer_labels": [ "F", "G", "I" ] }, { "label": "F", "feature": "visible headrest", "expected_user_reply": "I prefer a visible headrest.", "matching_answer_labels": [ "F", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:23:19.016982+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862134+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the full dark-blue corduroy three-seat sectional appears with the caption “JÄTTEBO sectional, 3-seat, dark blue,” now that you have moved from your cool-toned studio into an unfurnished home, tell me which sofa shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000019_turn_000003", "query": { "text": "When the view cuts to the full gray sofa bed with black-and-white checked pillows and a knitted throw, now that you have moved from a corner-alcove apartment to a larger open rectangular room, tell me which of all the sofas shown best suits you?", "language": "en" }, "query_time_s": 359.1, "time_range": { "start_s": 359.1, "end_s": 440.3 }, "windows": { "waiting": null, "asking": { "start_s": 359.1, "end_s": 420.9, "start_frame": 10773, "end_frame": 12627 }, "answering": { "start_s": 420.9, "end_s": 431.4, "start_frame": 12627, "end_frame": 12942 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which dominant color tone do you currently prefer for the furniture?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What accent-pillow pattern do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which throw texture do you currently prefer: smooth or visibly woven?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "How much visible textile layering do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What furniture configuration do you currently prefer, including arms and underframe exposure?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer furniture with or without visible side arms?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_e", "correct_option_ids": [ "ask_e" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "d51323e7-87d7-441d-9928-c53903f46578", "text": "Cream L-shaped sectional sofa with oversized back cushions.", "entity_ids": [], "target_view_id": null }, { "option_id": "4a34913a-6727-40a9-b80f-7e6b36ea8af0", "text": "Cream slipcovered sofa with square arms and floral accent pillow.", "entity_ids": [], "target_view_id": null }, { "option_id": "8de47f7d-b85b-470c-993c-95cc199fbee9", "text": "Beige sofa with rounded arms and striped accent cushion.", "entity_ids": [], "target_view_id": null }, { "option_id": "ad5aa797-7bfc-4134-9378-2fc7fc49096e", "text": "Cream sofa bed layered with checked bedding and orange pillows.", "entity_ids": [], "target_view_id": null }, { "option_id": "15f2ba28-5fe9-4f4b-8d18-71c64853dfe5", "text": "Fully extended bed with blue-white printed bedding and navy throw.", "entity_ids": [], "target_view_id": null }, { "option_id": "6260175e-974c-4271-a3f6-b1fe37305874", "text": "Gray extended sofa bed with dark knitted and patterned throws.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "15f2ba28-5fe9-4f4b-8d18-71c64853dfe5", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a fully flat armless setup with an exposed underframe.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "19_mqWWBDIo4MQ:stale_preference:002:11abe19f", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the view cuts to the full gray sofa bed with black-and-white checked pillows and a knitted throw, now that you have moved from a corner-alcove apartment to a larger open rectangular room, tell me which of all the sofas shown best suits you?", "historical_preference": "I required an L-shaped sectional configuration.\nMy former apartment had a corner alcove that required an L-shaped arrangement; I have moved to a larger open rectangular room.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 359.1, "original_segment_end_s": 440.3, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000019/evidence/turn_000003/option_001.jpg", "cases/UPC_000019/evidence/turn_000003/option_002.jpg", "cases/UPC_000019/evidence/turn_000003/option_003.jpg", "cases/UPC_000019/evidence/turn_000003/option_004.jpg", "cases/UPC_000019/evidence/turn_000003/option_005.jpg", "cases/UPC_000019/evidence/turn_000003/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到灰色沙发床全景（黑白格纹抱枕、床尾针织毯）时，告诉我目前出现的所有沙发哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "浅蓝色布套沙发床" }, "wrong_answer": { "text": "本白色带贵妃榻三人沙发" }, "answer_options": [ { "id": "d51323e7-87d7-441d-9928-c53903f46578", "text": "本白色带贵妃榻三人沙发", "image_filename": "19_mqWWBDIo4MQ_t368.4s_本白色带贵妃榻三人沙发.jpg" }, { "id": "4a34913a-6727-40a9-b80f-7e6b36ea8af0", "text": "本白色布套三人沙发", "image_filename": "19_mqWWBDIo4MQ_t373.4s_本白色布套三人沙发.jpg" }, { "id": "8de47f7d-b85b-470c-993c-95cc199fbee9", "text": "本白色布套双人沙发", "image_filename": "19_mqWWBDIo4MQ_t388.4s_本白色布套双人沙发.jpg" }, { "id": "ad5aa797-7bfc-4134-9378-2fc7fc49096e", "text": "本白色格纹床品沙发床", "image_filename": "19_mqWWBDIo4MQ_t394.4s_本白色格纹床品沙发床.jpg" }, { "id": "15f2ba28-5fe9-4f4b-8d18-71c64853dfe5", "text": "浅蓝色布套沙发床", "image_filename": "19_mqWWBDIo4MQ_t408.4s_浅蓝色布套沙发床.jpg" }, { "id": "6260175e-974c-4271-a3f6-b1fe37305874", "text": "灰色布套沙发床", "image_filename": "19_mqWWBDIo4MQ_t424.4s_灰色布套沙发床.jpg" } ] } }, "preference_change_context": { "past_context": "My former apartment had a corner alcove that required an L-shaped arrangement.", "current_context": "I have moved to a larger open rectangular room.", "why_old_basis_expired": "The new room no longer imposes the former corner-fitting requirement." }, "affected_old_preference": "I required an L-shaped sectional configuration.", "new_preference": "I now prefer a fully flat armless setup with an exposed underframe.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "dominant color tone", "expected_user_reply": "I prefer light neutral tones.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "B", "feature": "accent-pillow pattern", "expected_user_reply": "I prefer checked accent pillows.", "matching_answer_labels": [ "E", "F" ] }, { "label": "C", "feature": "throw texture", "expected_user_reply": "I prefer visibly woven throws.", "matching_answer_labels": [ "C", "D", "E", "F" ] }, { "label": "D", "feature": "visible textile layering", "expected_user_reply": "I prefer multiple visible textile layers.", "matching_answer_labels": [ "D", "E", "F" ] }, { "label": "E", "feature": "furniture configuration", "expected_user_reply": "I now prefer a fully flat armless setup with an exposed underframe.", "matching_answer_labels": [ "E" ] }, { "label": "F", "feature": "visible side arms", "expected_user_reply": "I have no preference about visible side arms.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:23:51.709317+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862138+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the view cuts to the full gray sofa bed with black-and-white checked pillows and a knitted throw, now that you have moved from a corner-alcove apartment to a larger open rectangular room, tell me which of all the sofas shown best suits you?", "language": "en" } } } }, { "turn_id": "UPC_000019_turn_000004", "query": { "text": "When the scene cuts to a gray-green loveseat with a chaise and the subtitle \"UPPLAND loveseat with chaise, gray-green\" appears, now that you have moved to your own unfurnished apartment without upholstery restrictions, tell me which of all the sofas shown currently suits you best?", "language": "en" }, "query_time_s": 440.3, "time_range": { "start_s": 440.3, "end_s": 548.4 }, "windows": { "waiting": null, "asking": { "start_s": 440.3, "end_s": 539.3, "start_frame": 13209, "end_frame": 16179 }, "answering": { "start_s": 539.3, "end_s": 548.3, "start_frame": 16179, "end_frame": 16449 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which arm profile do you currently prefer, broad straight or rolled?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "How many separate seat cushions do you currently want?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which upholstery material appearance do you currently prefer, fabric or leather?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer a standard sofa or an opened sofa bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer segmented cushions or a continuous seat?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which base style do you currently prefer, exposed legs or concealed?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "db3e33a7-27d0-4af0-a45f-d39fba0b47d8", "text": "Two-tone gray woven sofa with broad arms and three loose cushions.", "entity_ids": [], "target_view_id": null }, { "option_id": "df9cea06-e4f6-45ad-afc3-dff7a1f88ec8", "text": "Medium-gray woven loveseat with boxy arms and two seat cushions.", "entity_ids": [], "target_view_id": null }, { "option_id": "fb7a1cb1-1a60-4f89-aea8-c63d6b5658d1", "text": "Black leather sofa with broad arms and three segmented seats.", "entity_ids": [], "target_view_id": null }, { "option_id": "964c8ec9-5875-4bc9-9fb6-d0d251c0ac9a", "text": "Dark-gray fabric sofa bed with broad arms and loose cushions.", "entity_ids": [], "target_view_id": null }, { "option_id": "3c1bdc39-5613-4307-89d8-a299ea85336a", "text": "Beige fabric sofa bed displayed open with layered bedding.", "entity_ids": [], "target_view_id": null }, { "option_id": "9efbf3bd-b9ab-4403-abb7-4b3b948cfe5f", "text": "White fabric sofa with rounded arms and two seat cushions.", "entity_ids": [], "target_view_id": null }, { "option_id": "1d6a1813-040c-452d-85e3-d999d79d8c0a", "text": "Beige fabric sofa with rolled arms and three seat cushions.", "entity_ids": [], "target_view_id": null }, { "option_id": "cfd6366d-cd51-43e4-8290-34bd1f72d6e2", "text": "Gray-green fabric loveseat with chaise and rounded arms.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "fb7a1cb1-1a60-4f89-aea8-c63d6b5658d1", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer leather upholstery.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "19_mqWWBDIo4MQ:stale_preference:003:68b5a155", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 3, "canonical_question": "When the scene cuts to a gray-green loveseat with a chaise and the subtitle \"UPPLAND loveseat with chaise, gray-green\" appears, now that you have moved to your own unfurnished apartment without upholstery restrictions, tell me which of all the sofas shown currently suits you best?", "historical_preference": "I preferred contrasting gray woven fabric upholstery.\nMy former rental prohibited leather upholstery, so I favored contrasting gray woven fabric; I have moved to my own unfurnished apartment without upholstery restrictions.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 440.3, "original_segment_end_s": 548.4, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000019/evidence/turn_000004/option_001.jpg", "cases/UPC_000019/evidence/turn_000004/option_002.jpg", "cases/UPC_000019/evidence/turn_000004/option_003.jpg", "cases/UPC_000019/evidence/turn_000004/option_004.jpg", "cases/UPC_000019/evidence/turn_000004/option_005.jpg", "cases/UPC_000019/evidence/turn_000004/option_006.jpg", "cases/UPC_000019/evidence/turn_000004/option_007.jpg", "cases/UPC_000019/evidence/turn_000004/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到灰绿色双人沙发带贵妃榻并出现字幕“UPPLAND loveseat with chaise, gray-green”时，告诉我目前出现的所有沙发哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "黑色皮革三人沙发" }, "wrong_answer": { "text": "中灰色三人沙发" }, "answer_options": [ { "id": "db3e33a7-27d0-4af0-a45f-d39fba0b47d8", "text": "中灰色三人沙发", "image_filename": "19_mqWWBDIo4MQ_t456.4s_中灰色三人沙发.jpg" }, { "id": "df9cea06-e4f6-45ad-afc3-dff7a1f88ec8", "text": "中灰色双人沙发", "image_filename": "19_mqWWBDIo4MQ_t465.4s_中灰色双人沙发.jpg" }, { "id": "fb7a1cb1-1a60-4f89-aea8-c63d6b5658d1", "text": "黑色皮革三人沙发", "image_filename": "19_mqWWBDIo4MQ_t472.4s_黑色皮革三人沙发.jpg" }, { "id": "964c8ec9-5875-4bc9-9fb6-d0d251c0ac9a", "text": "深灰布艺沙发床", "image_filename": "19_mqWWBDIo4MQ_t488.4s_深灰布艺沙发床.jpg" }, { "id": "3c1bdc39-5613-4307-89d8-a299ea85336a", "text": "米色展开沙发床", "image_filename": "19_mqWWBDIo4MQ_t497.4s_米色展开沙发床.jpg" }, { "id": "9efbf3bd-b9ab-4403-abb7-4b3b948cfe5f", "text": "白色棉布套三人沙发", "image_filename": "19_mqWWBDIo4MQ_t520.4s_白色棉布套三人沙发.jpg" }, { "id": "1d6a1813-040c-452d-85e3-d999d79d8c0a", "text": "浅米色三人沙发配脚凳", "image_filename": "19_mqWWBDIo4MQ_t524.4s_浅米色三人沙发配脚凳.jpg" }, { "id": "cfd6366d-cd51-43e4-8290-34bd1f72d6e2", "text": "灰绿色双人沙发带贵妃榻", "image_filename": "19_mqWWBDIo4MQ_t541.4s_灰绿色双人沙发带贵妃榻.jpg" } ] } }, "preference_change_context": { "past_context": "My former rental prohibited leather upholstery, so I favored contrasting gray woven fabric.", "current_context": "I have moved to my own unfurnished apartment without upholstery restrictions.", "why_old_basis_expired": "The former rental's upholstery restriction no longer applies in my apartment." }, "affected_old_preference": "I preferred contrasting gray woven fabric upholstery.", "new_preference": "I now prefer leather upholstery.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "arm profile", "expected_user_reply": "I prefer broad straight arms.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "B", "feature": "seat cushion count", "expected_user_reply": "I prefer three separate seat cushions.", "matching_answer_labels": [ "A", "C", "G" ] }, { "label": "C", "feature": "upholstery material appearance", "expected_user_reply": "I now prefer leather upholstery.", "matching_answer_labels": [ "C" ] }, { "label": "D", "feature": "sofa configuration", "expected_user_reply": "I prefer a standard sofa configuration.", "matching_answer_labels": [ "A", "B", "C", "F", "G" ] }, { "label": "E", "feature": "seat cushion segmentation", "expected_user_reply": "I prefer segmented seat cushions.", "matching_answer_labels": [ "A", "B", "C", "D", "F", "G", "H" ] }, { "label": "F", "feature": "base visibility", "expected_user_reply": "I prefer a concealed upholstered base.", "matching_answer_labels": [ "A", "C", "D", "E", "F", "G", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:23:27.320801+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862142+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene cuts to a gray-green loveseat with a chaise and the subtitle \"UPPLAND loveseat with chaise, gray-green\" appears, now that you have moved to your own unfurnished apartment without upholstery restrictions, tell me which of all the sofas shown currently suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000019_turn_000005", "query": { "text": "When the view cuts to a black tufted leather sofa bed and the subtitle “MORABO leather sofa beds, black & brown” appears, now that you have moved from a dim studio to a larger, well-lit living room, tell me which of all the sofas currently shown suits you best?", "language": "en" }, "query_time_s": 548.4, "time_range": { "start_s": 548.4, "end_s": 754.4 }, "windows": { "waiting": null, "asking": { "start_s": 548.4, "end_s": 743.4, "start_frame": 16452, "end_frame": 22302 }, "answering": { "start_s": 743.4, "end_s": 749.333, "start_frame": 22302, "end_frame": 22480 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which upholstery color do you prefer now: dark, light, or warm-toned?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer woven fabric or leather-appearance upholstery?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which sofa layout do you prefer now: straight or chaise sectional?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which arm profile do you prefer now: rounded, sloped, or square?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you prefer loose seat cushions or visibly fixed seating surfaces?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which stitching arrangement do you prefer now: back-only channels, diamonds, or all-over grids?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "f825eca9-d40c-4127-8506-578e57f824ba", "text": "Dark charcoal woven sofa with rounded arms and broad vertical back channels.", "entity_ids": [], "target_view_id": null }, { "option_id": "d3ff071b-2a8d-4a97-9c16-ba5098a414e0", "text": "Pale gray-green sofa with rolled arms and narrow vertical back channels.", "entity_ids": [], "target_view_id": null }, { "option_id": "5d10c907-af9c-43c1-b5f5-4bb48a4bade9", "text": "Light gray chaise sectional with loose cushions and dark tapered legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "20cf70ae-6b89-408b-bde1-88cbdac43ec3", "text": "Brown-red corner sectional with open chaise and colorful throw pillows.", "entity_ids": [], "target_view_id": null }, { "option_id": "adbee427-411d-479d-a4d4-7391c329c367", "text": "Light gray chaise sofa bed with boxy cushions and broad arms.", "entity_ids": [], "target_view_id": null }, { "option_id": "a732815d-fdb0-42fb-bd86-927a4549ccee", "text": "Light gray chaise sectional beside a matching square upholstered ottoman.", "entity_ids": [], "target_view_id": null }, { "option_id": "e1009a41-e58c-4f3f-bbbb-4bc8e3a9c8be", "text": "Black leather-appearance sofa with low square arms and loose cushions.", "entity_ids": [], "target_view_id": null }, { "option_id": "824915b4-ce97-4940-90a3-5a5745fe2530", "text": "Dark charcoal chaise sectional with square-grid tufted seats and backs.", "entity_ids": [], "target_view_id": null }, { "option_id": "5ae2c5cf-eb44-4ca1-b68e-7b15b89b0031", "text": "Black leather-appearance sofa bed with button tufting and square arms.", "entity_ids": [], "target_view_id": null }, { "option_id": "3b82fe58-1649-458e-ae19-5da162629df3", "text": "Brown leather-appearance sofa bed with buttoned back and square arms.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "824915b4-ce97-4940-90a3-5a5745fe2530", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer square-grid stitching across both seats and backs.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "19_mqWWBDIo4MQ:stale_preference:004:69d549b2", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 4, "canonical_question": "When the view cuts to a black tufted leather sofa bed and the subtitle “MORABO leather sofa beds, black & brown” appears, now that you have moved from a dim studio to a larger, well-lit living room, tell me which of all the sofas currently shown suits you best?", "historical_preference": "I preferred broad, widely spaced vertical back channels with plain seats.\nMy former dim studio made visually sparse upholstery detailing a practical requirement; I have moved to a larger, well-lit living room.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 548.4, "original_segment_end_s": 754.4, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000019/evidence/turn_000005/option_001.jpg", "cases/UPC_000019/evidence/turn_000005/option_002.jpg", "cases/UPC_000019/evidence/turn_000005/option_003.jpg", "cases/UPC_000019/evidence/turn_000005/option_004.jpg", "cases/UPC_000019/evidence/turn_000005/option_005.jpg", "cases/UPC_000019/evidence/turn_000005/option_006.jpg", "cases/UPC_000019/evidence/turn_000005/option_007.jpg", "cases/UPC_000019/evidence/turn_000005/option_008.jpg", "cases/UPC_000019/evidence/turn_000005/option_009.jpg", "cases/UPC_000019/evidence/turn_000005/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到黑色簇绒皮革沙发床并出现字幕“MORABO leather sofa beds, black & brown”时，告诉我目前出现的所有沙发哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "深灰簇绒双人沙发带贵妃榻" }, "wrong_answer": { "text": "深灰卷扶手三人沙发" }, "answer_options": [ { "id": "f825eca9-d40c-4127-8506-578e57f824ba", "text": "深灰卷扶手三人沙发", "image_filename": "19_mqWWBDIo4MQ_t559.4s_深灰卷扶手三人沙发.jpg" }, { "id": "d3ff071b-2a8d-4a97-9c16-ba5098a414e0", "text": "浅灰绿卷扶手双人沙发", "image_filename": "19_mqWWBDIo4MQ_t567.4s_浅灰绿卷扶手双人沙发.jpg" }, { "id": "5d10c907-af9c-43c1-b5f5-4bb48a4bade9", "text": "深灰色开放端转角沙发", "image_filename": "19_mqWWBDIo4MQ_t600.4s_深灰色开放端转角沙发.jpg" }, { "id": "20cf70ae-6b89-408b-bde1-88cbdac43ec3", "text": "砖红色开放端转角沙发", "image_filename": "19_mqWWBDIo4MQ_t615.4s_砖红色开放端转角沙发.jpg" }, { "id": "adbee427-411d-479d-a4d4-7391c329c367", "text": "灰色带贵妃榻沙发床", "image_filename": "19_mqWWBDIo4MQ_t646.4s_灰色带贵妃榻沙发床.jpg" }, { "id": "a732815d-fdb0-42fb-bd86-927a4549ccee", "text": "米灰色双人沙发带贵妃榻", "image_filename": "19_mqWWBDIo4MQ_t682.4s_米灰色双人沙发带贵妃榻.jpg" }, { "id": "e1009a41-e58c-4f3f-bbbb-4bc8e3a9c8be", "text": "黑色皮革低扶手三人沙发", "image_filename": "19_mqWWBDIo4MQ_t695.4s_黑色皮革低扶手三人沙发.jpg" }, { "id": "824915b4-ce97-4940-90a3-5a5745fe2530", "text": "深灰簇绒双人沙发带贵妃榻", "image_filename": "19_mqWWBDIo4MQ_t717.4s_深灰簇绒双人沙发带贵妃榻.jpg" }, { "id": "5ae2c5cf-eb44-4ca1-b68e-7b15b89b0031", "text": "黑色皮革沙发床", "image_filename": "19_mqWWBDIo4MQ_t744.4s_黑色皮革沙发床.jpg" }, { "id": "3b82fe58-1649-458e-ae19-5da162629df3", "text": "棕色皮革沙发床", "image_filename": "19_mqWWBDIo4MQ_t749.4s_棕色皮革沙发床.jpg" } ] } }, "preference_change_context": { "past_context": "My former dim studio made visually sparse upholstery detailing a practical requirement.", "current_context": "I have moved to a larger, well-lit living room.", "why_old_basis_expired": "The larger, brighter room removes the former need to minimize visible upholstery detailing." }, "affected_old_preference": "I preferred broad, widely spaced vertical back channels with plain seats.", "new_preference": "I prefer square-grid stitching across both seats and backs.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "H" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "upholstery color", "expected_user_reply": "I prefer dark charcoal upholstery.", "matching_answer_labels": [ "A", "H" ] }, { "label": "B", "feature": "upholstery material appearance", "expected_user_reply": "I prefer woven fabric upholstery.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "H" ] }, { "label": "C", "feature": "sofa layout", "expected_user_reply": "I prefer a chaise sectional layout.", "matching_answer_labels": [ "C", "D", "E", "F", "H" ] }, { "label": "D", "feature": "arm profile", "expected_user_reply": "I prefer square arms.", "matching_answer_labels": [ "G", "H", "I", "J" ] }, { "label": "E", "feature": "seat cushion attachment", "expected_user_reply": "I prefer visibly fixed seating surfaces.", "matching_answer_labels": [ "A", "B", "H", "I", "J" ] }, { "label": "F", "feature": "upholstery stitching arrangement", "expected_user_reply": "I prefer square-grid stitching across both seats and backs.", "matching_answer_labels": [ "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:23:53.557646+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862147+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the view cuts to a black tufted leather sofa bed and the subtitle “MORABO leather sofa beds, black & brown” appears, now that you have moved from a dim studio to a larger, well-lit living room, tell me which of all the sofas currently shown suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/19_mqWWBDIo4MQ/19_mqWWBDIo4MQ.mp4", "duration_s": 754.433333, "width": 1920, "height": 1080, "fps": { "num": 30, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000020", "source": { "dataset": "YouTube", "video_id": "20_EmXCCcy57oA", "filename": "20_EmXCCcy57oA.mp4", "url": null, "input_filename": "20_EmXCCcy57oA.mp4" }, "media": { "uri": "cases/UPC_000020/video.mp4", "duration_s": 842.96, "width": 1920, "height": 1080, "frame_count": 21074, "fps": { "num": 25, "den": 1, "value": 25.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000020_turn_000001", "query": { "text": "When the video cuts to a white-background product card showing a PAX wardrobe with its name and price, now that you have moved to a home without your former green color scheme, tell me which of all the sofas and storage furniture shown currently suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 214.36 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 195.24, "start_frame": 0, "end_frame": 4881 }, "answering": { "start_s": 195.24, "end_s": 199.84, "start_frame": 4881, "end_frame": 4996 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you prefer a fully upholstered form or an open-frame form?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What upholstery surface do you prefer: visibly woven, ribbed, or smooth?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which furniture color do you currently prefer: dark gray, green, or orange?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you prefer three backrest sections or fewer broad sections?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer broad box-shaped arms or narrow angular arms?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you prefer furniture with visible drawers or without visible drawers?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "a3926b79-5d6b-4fbf-a482-0bf1cba7e1f7", "text": "Dark gray fabric sectional sofa with right-side chaise and three back cushions.", "entity_ids": [], "target_view_id": null }, { "option_id": "8b4661df-b907-4c5c-9cc8-d8c0effe133b", "text": "Olive-green ribbed sofa with broad box arms and divided seat.", "entity_ids": [], "target_view_id": null }, { "option_id": "ae291579-6ade-4f5f-b447-a3869f35f50f", "text": "Cognac-brown smooth sofa with tufted back and slim raised legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "4eb2749b-868f-4396-8d2e-705a25167169", "text": "Light gray fabric sofa on exposed black metal frame and legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "b7ce1e64-ccd0-4724-a840-bd5807726888", "text": "White open metal wardrobe frame with shelves, rails, and two drawers.", "entity_ids": [], "target_view_id": null }, { "option_id": "b7258de1-0e9a-4027-96ad-8e46e23035b4", "text": "White open wardrobe carcass with shelves, hanging bays, and three drawers.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "a3926b79-5d6b-4fbf-a482-0bf1cba7e1f7", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer dark gray furniture.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "20_EmXCCcy57oA:stale_preference:000:c5bf1a5e", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the video cuts to a white-background product card showing a PAX wardrobe with its name and price, now that you have moved to a home without your former green color scheme, tell me which of all the sofas and storage furniture shown currently suits you best?", "historical_preference": "I preferred green furniture.\nMy former living room had a green color scheme that motivated matching green furniture; I have moved to a home without my former green color scheme.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 214.36, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000020/evidence/turn_000001/option_001.jpg", "cases/UPC_000020/evidence/turn_000001/option_002.jpg", "cases/UPC_000020/evidence/turn_000001/option_003.jpg", "cases/UPC_000020/evidence/turn_000001/option_004.jpg", "cases/UPC_000020/evidence/turn_000001/option_005.jpg", "cases/UPC_000020/evidence/turn_000001/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到白底产品卡、出现 PAX 衣柜和它的名称与价格时，告诉我目前出现的所有沙发和储物家具哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "FRIHETEN沙发床" }, "wrong_answer": { "text": "JÄTTEBO模块沙发" }, "answer_options": [ { "id": "a3926b79-5d6b-4fbf-a482-0bf1cba7e1f7", "text": "FRIHETEN沙发床", "image_filename": "20_EmXCCcy57oA_t2.2s_FRIHETEN沙发床.jpg" }, { "id": "8b4661df-b907-4c5c-9cc8-d8c0effe133b", "text": "JÄTTEBO模块沙发", "image_filename": "20_EmXCCcy57oA_t35.2s_JÄTTEBO模块沙发.jpg" }, { "id": "ae291579-6ade-4f5f-b447-a3869f35f50f", "text": "MORABO沙发", "image_filename": "20_EmXCCcy57oA_t83.2s_MORABO沙发.jpg" }, { "id": "4eb2749b-868f-4396-8d2e-705a25167169", "text": "ÄPPLARYD沙发", "image_filename": "20_EmXCCcy57oA_t132.2s_ÄPPLARYD沙发.jpg" }, { "id": "b7ce1e64-ccd0-4724-a840-bd5807726888", "text": "ELVARLI开放衣柜", "image_filename": "20_EmXCCcy57oA_t154.2s_ELVARLI开放衣柜.jpg" }, { "id": "b7258de1-0e9a-4027-96ad-8e46e23035b4", "text": "PAX衣柜", "image_filename": "20_EmXCCcy57oA_t197.2s_PAX衣柜.jpg" } ] } }, "preference_change_context": { "past_context": "My former living room had a green color scheme that motivated matching green furniture.", "current_context": "I have moved to a home without my former green color scheme.", "why_old_basis_expired": "The green-matching reason no longer applies in my new home." }, "affected_old_preference": "I preferred green furniture.", "new_preference": "I now prefer dark gray furniture.", "preference_audit": { "old_matching_answer_labels": [ "B" ], "new_matching_answer_labels": [ "A" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "overall construction openness", "expected_user_reply": "I prefer a fully upholstered form.", "matching_answer_labels": [ "A", "B", "C", "D" ] }, { "label": "B", "feature": "upholstery surface texture", "expected_user_reply": "I prefer visibly woven upholstery.", "matching_answer_labels": [ "A", "D" ] }, { "label": "C", "feature": "furniture color", "expected_user_reply": "I now prefer dark gray furniture.", "matching_answer_labels": [ "A" ] }, { "label": "D", "feature": "backrest section count", "expected_user_reply": "I prefer three backrest sections.", "matching_answer_labels": [ "A", "B" ] }, { "label": "E", "feature": "arm shape", "expected_user_reply": "I prefer broad box-shaped arms.", "matching_answer_labels": [ "A", "B", "C" ] }, { "label": "F", "feature": "visible drawer presence", "expected_user_reply": "I prefer no visible drawers.", "matching_answer_labels": [ "A", "B", "C", "D" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:22:55.230219+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862076+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the video cuts to a white-background product card showing a PAX wardrobe with its name and price, now that you have moved to a home without your former green color scheme, tell me which of all the sofas and storage furniture shown currently suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000020_turn_000002", "query": { "text": "When the video cuts to a white-background product card showing the NORDLI bed frame, its name, and price, now that you have moved from a dark-wood-trimmed room to an unfurnished room, tell me which of all the storage units and bed frames shown suits you best?", "language": "en" }, "query_time_s": 214.36, "time_range": { "start_s": 214.36, "end_s": 411.0 }, "windows": { "waiting": null, "asking": { "start_s": 214.36, "end_s": 358.64, "start_frame": 5359, "end_frame": 8966 }, "answering": { "start_s": 358.64, "end_s": 364.24, "start_frame": 8966, "end_frame": 9106 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What furniture function do you currently prefer for this room?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which visible storage format do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What overall furniture profile do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which overall line style do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which visible furniture color palette do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What degree of storage openness do you currently prefer?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_e", "correct_option_ids": [ "ask_e" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "bcb00116-3713-4e37-94ad-85c25792d12f", "text": "Dark brown low cabinet with vertically slatted front doors.", "entity_ids": [], "target_view_id": null }, { "option_id": "f651613e-3056-4242-9b6a-a295869e7368", "text": "White stepped open wardrobe with rails, shelves, and three drawers.", "entity_ids": [], "target_view_id": null }, { "option_id": "80d92322-dcfb-4736-a27d-a157386f1948", "text": "Pale wood rectangular shelving unit with eight open cubbies.", "entity_ids": [], "target_view_id": null }, { "option_id": "aadb1b43-4fe4-4d39-845e-06260fa2ea2b", "text": "White paneled daybed frame with wood slats and three drawers.", "entity_ids": [], "target_view_id": null }, { "option_id": "d0139dc8-044f-47da-8645-e1d3502ed98c", "text": "Black bed frame with tall headboard and open side drawer.", "entity_ids": [], "target_view_id": null }, { "option_id": "0a24c490-fbd8-4f30-843d-6760f429db02", "text": "White low bed base with two visible pull-out drawers.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "aadb1b43-4fe4-4d39-845e-06260fa2ea2b", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer white panels, exposed pale wood, and dark hardware.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "20_EmXCCcy57oA:stale_preference:001:33295d0f", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the video cuts to a white-background product card showing the NORDLI bed frame, its name, and price, now that you have moved from a dark-wood-trimmed room to an unfurnished room, tell me which of all the storage units and bed frames shown suits you best?", "historical_preference": "I preferred dark brown furniture panels.\nMy former room had dark wood trim, so I favored matching furniture colors; I have moved from a dark-wood-trimmed room to an unfurnished room.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 214.36, "original_segment_end_s": 411.0, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000020/evidence/turn_000002/option_001.jpg", "cases/UPC_000020/evidence/turn_000002/option_002.jpg", "cases/UPC_000020/evidence/turn_000002/option_003.jpg", "cases/UPC_000020/evidence/turn_000002/option_004.jpg", "cases/UPC_000020/evidence/turn_000002/option_005.jpg", "cases/UPC_000020/evidence/turn_000002/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到白底产品卡、出现 NORDLI 床架和它的名称与价格时，告诉我目前出现的所有储物柜和床架哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "HEMNES坐卧床" }, "wrong_answer": { "text": "BESTÅ电视柜" }, "answer_options": [ { "id": "bcb00116-3713-4e37-94ad-85c25792d12f", "text": "BESTÅ电视柜", "image_filename": "20_EmXCCcy57oA_t216.2s_BESTÅ电视柜.jpg" }, { "id": "f651613e-3056-4242-9b6a-a295869e7368", "text": "PLATSA模块衣柜", "image_filename": "20_EmXCCcy57oA_t244.2s_PLATSA模块衣柜.jpg" }, { "id": "80d92322-dcfb-4736-a27d-a157386f1948", "text": "KALLAX格子架", "image_filename": "20_EmXCCcy57oA_t282.2s_KALLAX格子架.jpg" }, { "id": "aadb1b43-4fe4-4d39-845e-06260fa2ea2b", "text": "HEMNES坐卧床", "image_filename": "20_EmXCCcy57oA_t316.2s_HEMNES坐卧床.jpg" }, { "id": "d0139dc8-044f-47da-8645-e1d3502ed98c", "text": "MALM储物床架", "image_filename": "20_EmXCCcy57oA_t340.2s_MALM储物床架.jpg" }, { "id": "0a24c490-fbd8-4f30-843d-6760f429db02", "text": "NORDLI床架", "image_filename": "20_EmXCCcy57oA_t361.2s_NORDLI床架.jpg" } ] } }, "preference_change_context": { "past_context": "My former room had dark wood trim, so I favored matching furniture colors.", "current_context": "I have moved from a dark-wood-trimmed room to an unfurnished room.", "why_old_basis_expired": "The dark trim that supported my former color preference is no longer present." }, "affected_old_preference": "I preferred dark brown furniture panels.", "new_preference": "I prefer white panels, exposed pale wood, and dark hardware.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "furniture function", "expected_user_reply": "I prefer a piece designed for sleeping.", "matching_answer_labels": [ "D", "E", "F" ] }, { "label": "B", "feature": "storage format", "expected_user_reply": "I prefer built-in pull-out drawers.", "matching_answer_labels": [ "B", "D", "E", "F" ] }, { "label": "C", "feature": "overall profile", "expected_user_reply": "I prefer a low-profile piece.", "matching_answer_labels": [ "A", "D", "E", "F" ] }, { "label": "D", "feature": "line style", "expected_user_reply": "I prefer straight, rectangular lines.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "E", "feature": "furniture color palette", "expected_user_reply": "I prefer white panels, exposed pale wood, and dark hardware.", "matching_answer_labels": [ "D" ] }, { "label": "F", "feature": "storage openness", "expected_user_reply": "I prefer storage hidden behind solid fronts.", "matching_answer_labels": [ "A", "D", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:21:33.683501+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862080+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the video cuts to a white-background product card showing the NORDLI bed frame, its name, and price, now that you have moved from a dark-wood-trimmed room to an unfurnished room, tell me which of all the storage units and bed frames shown suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000020_turn_000003", "query": { "text": "When the video cuts to a white-background product card showing the OLSERÖD side table, its name, and price, now that you have moved from a cramped studio into a larger home, tell me which of all the tables shown currently suits you best?", "language": "en" }, "query_time_s": 411.0, "time_range": { "start_s": 411.0, "end_s": 619.16 }, "windows": { "waiting": null, "asking": { "start_s": 411.0, "end_s": 586.64, "start_frame": 10275, "end_frame": 14666 }, "answering": { "start_s": 586.64, "end_s": 592.24, "start_frame": 14666, "end_frame": 14806 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What frame color do you currently prefer for the table?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which tabletop shape do you currently prefer among the shown designs?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "How many straight legs do you currently prefer on your table?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What tabletop mechanism do you currently prefer: fixed, folding, or lift-up?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What type of under-table storage do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What tabletop edge profile do you currently prefer visually?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "cf3e4fef-2c6b-4215-af2f-e7a5f88005a4", "text": "Natural pine drop-leaf table with three drawers and folding side panels.", "entity_ids": [], "target_view_id": null }, { "option_id": "0ab2c429-9c56-4e8c-b775-f4b1adc2a538", "text": "White rectangular tabletop with a single silver support.", "entity_ids": [], "target_view_id": null }, { "option_id": "f528c432-f3e8-4c8f-bc3c-c7b4eee9cf81", "text": "Dark gray rectangular tabletop with one silver pedestal support.", "entity_ids": [], "target_view_id": null }, { "option_id": "f16ae1de-7fc1-4323-a420-a0463aa4ee91", "text": "Round pale wood table with four tapered legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "1a2d3fa0-7a1b-43a4-9f5c-66697b592225", "text": "Warm brown rectangular wood table with four slender legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "4e9dd3d0-61c3-4ec1-a692-2ab4982c21e8", "text": "Black rectangular lift-top table with four legs and exposed hinges.", "entity_ids": [], "target_view_id": null }, { "option_id": "9004c62c-893c-4c7f-99e0-41c7a12b2371", "text": "Peach circular tray table with white handle and slim white legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "de1d4240-f660-4d54-b3e4-4cabad048d1e", "text": "Beige rectangular tabletop on black cantilever frame with tan sling.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "4e9dd3d0-61c3-4ec1-a692-2ab4982c21e8", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a lift-up tabletop.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "20_EmXCCcy57oA:stale_preference:002:af3d3751", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the video cuts to a white-background product card showing the OLSERÖD side table, its name, and price, now that you have moved from a cramped studio into a larger home, tell me which of all the tables shown currently suits you best?", "historical_preference": "I prefer a folding drop-leaf tabletop.\nMy cramped studio made a folding tabletop preferable for conserving space; I have moved from a cramped studio into a larger home.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 411.0, "original_segment_end_s": 619.16, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000020/evidence/turn_000003/option_001.jpg", "cases/UPC_000020/evidence/turn_000003/option_002.jpg", "cases/UPC_000020/evidence/turn_000003/option_003.jpg", "cases/UPC_000020/evidence/turn_000003/option_004.jpg", "cases/UPC_000020/evidence/turn_000003/option_005.jpg", "cases/UPC_000020/evidence/turn_000003/option_006.jpg", "cases/UPC_000020/evidence/turn_000003/option_007.jpg", "cases/UPC_000020/evidence/turn_000003/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到白底产品卡、出现 OLSERÖD 边桌和它的名称与价格时，告诉我目前出现的所有桌子哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "TRULSTORP茶几" }, "wrong_answer": { "text": "NORDEN折叠桌" }, "answer_options": [ { "id": "cf3e4fef-2c6b-4215-af2f-e7a5f88005a4", "text": "NORDEN折叠桌", "image_filename": "20_EmXCCcy57oA_t413.2s_NORDEN折叠桌.jpg" }, { "id": "0ab2c429-9c56-4e8c-b775-f4b1adc2a538", "text": "NORBERG白壁挂桌", "image_filename": "20_EmXCCcy57oA_t450.2s_NORBERG白壁挂桌.jpg" }, { "id": "f528c432-f3e8-4c8f-bc3c-c7b4eee9cf81", "text": "BJURSTA深色壁挂桌", "image_filename": "20_EmXCCcy57oA_t450.2s_BJURSTA深色壁挂桌.jpg" }, { "id": "f16ae1de-7fc1-4323-a420-a0463aa4ee91", "text": "SKANSNÄS圆桌", "image_filename": "20_EmXCCcy57oA_t476.2s_SKANSNÄS圆桌.jpg" }, { "id": "1a2d3fa0-7a1b-43a4-9f5c-66697b592225", "text": "EKEDALEN伸缩桌", "image_filename": "20_EmXCCcy57oA_t506.2s_EKEDALEN伸缩桌.jpg" }, { "id": "4e9dd3d0-61c3-4ec1-a692-2ab4982c21e8", "text": "TRULSTORP茶几", "image_filename": "20_EmXCCcy57oA_t538.2s_TRULSTORP茶几.jpg" }, { "id": "9004c62c-893c-4c7f-99e0-41c7a12b2371", "text": "BURVIK边桌", "image_filename": "20_EmXCCcy57oA_t564.2s_BURVIK边桌.jpg" }, { "id": "de1d4240-f660-4d54-b3e4-4cabad048d1e", "text": "OLSERÖD边桌", "image_filename": "20_EmXCCcy57oA_t588.2s_OLSERÖD边桌.jpg" } ] } }, "preference_change_context": { "past_context": "My cramped studio made a folding tabletop preferable for conserving space.", "current_context": "I have moved from a cramped studio into a larger home.", "why_old_basis_expired": "The larger home removes the space constraint behind my folding-top preference." }, "affected_old_preference": "I prefer a folding drop-leaf tabletop.", "new_preference": "I prefer a lift-up tabletop.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "F" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "frame color", "expected_user_reply": "I prefer black frames.", "matching_answer_labels": [ "F", "H" ] }, { "label": "B", "feature": "tabletop shape", "expected_user_reply": "I prefer a rectangular tabletop.", "matching_answer_labels": [ "A", "B", "C", "E", "F", "H" ] }, { "label": "C", "feature": "leg configuration", "expected_user_reply": "I prefer four straight legs.", "matching_answer_labels": [ "D", "E", "F" ] }, { "label": "D", "feature": "tabletop mechanism", "expected_user_reply": "I prefer a lift-up tabletop.", "matching_answer_labels": [ "F" ] }, { "label": "E", "feature": "under-table storage", "expected_user_reply": "I prefer visible storage beneath the tabletop.", "matching_answer_labels": [ "A", "F", "H" ] }, { "label": "F", "feature": "tabletop edge profile", "expected_user_reply": "I prefer straight, square-edged tabletops.", "matching_answer_labels": [ "A", "B", "C", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:21:24.325166+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862084+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the video cuts to a white-background product card showing the OLSERÖD side table, its name, and price, now that you have moved from a cramped studio into a larger home, tell me which of all the tables shown currently suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000020_turn_000004", "query": { "text": "When the video cuts to white-background product cards showing the KUGGIS and SOCKERBIT storage-box names and prices, now that you work in a compact studio and no longer move supplies between rooms, tell me which of all the carts, stools, chairs, and storage boxes shown suits you best?", "language": "en" }, "query_time_s": 619.16, "time_range": { "start_s": 619.16, "end_s": 768.0 }, "windows": { "waiting": null, "asking": { "start_s": 619.16, "end_s": 753.04, "start_frame": 15479, "end_frame": 18826 }, "answering": { "start_s": 753.04, "end_s": 758.04, "start_frame": 18826, "end_frame": 18951 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which visible color family do you currently prefer for the item?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What visible wheel style do you currently prefer on a movable item?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "How many visible storage levels do you currently want?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer a tall narrow or low compact profile?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What corner shape do you currently prefer, rounded or sharply squared?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer open access or a fully enclosed container?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "885ae4ec-a74b-4627-9dc4-d695ef692910", "text": "Off-white three-tier cart with four shiny metal swivel casters.", "entity_ids": [], "target_view_id": null }, { "option_id": "db59c216-4fd3-4b26-b126-405f6c4370b4", "text": "Black three-tier cart with rectangular handles and four small casters.", "entity_ids": [], "target_view_id": null }, { "option_id": "19fd5808-6c9d-41b1-b422-d3df2335c015", "text": "Slim off-white three-tier cart with small frame-matching wheels.", "entity_ids": [], "target_view_id": null }, { "option_id": "4e584510-94bd-483a-805c-23c5400d8454", "text": "Pale wood stool with triangular rounded seat and three curved legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "d1d6aef8-8072-450b-b0f7-47f7dc4468ad", "text": "Off-white molded chair with tall back and four wood-grain legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "ba33d3b0-74e7-4e15-a4a5-7694946b4d9c", "text": "White open compartment organizer with two front drawer knobs.", "entity_ids": [], "target_view_id": null }, { "option_id": "2d2cd8db-80c4-4b5b-afdb-1bc26ef23150", "text": "White open-top rectangular box with black circular finger hole.", "entity_ids": [], "target_view_id": null }, { "option_id": "44cf75f4-7f85-4434-b710-2b4a68fcf2b0", "text": "White rectangular storage bin with fitted lid and subtly ribbed sides.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "19fd5808-6c9d-41b1-b422-d3df2335c015", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer small, frame-matching wheels.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "20_EmXCCcy57oA:stale_preference:003:488194f3", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 3, "canonical_question": "When the video cuts to white-background product cards showing the KUGGIS and SOCKERBIT storage-box names and prices, now that you work in a compact studio and no longer move supplies between rooms, tell me which of all the carts, stools, chairs, and storage boxes shown suits you best?", "historical_preference": "I preferred prominent shiny metal casters.\nI previously moved supplies frequently across a large shared workspace; I now work in a compact studio and no longer move supplies between rooms.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 619.16, "original_segment_end_s": 768.0, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000020/evidence/turn_000004/option_001.jpg", "cases/UPC_000020/evidence/turn_000004/option_002.jpg", "cases/UPC_000020/evidence/turn_000004/option_003.jpg", "cases/UPC_000020/evidence/turn_000004/option_004.jpg", "cases/UPC_000020/evidence/turn_000004/option_005.jpg", "cases/UPC_000020/evidence/turn_000004/option_006.jpg", "cases/UPC_000020/evidence/turn_000004/option_007.jpg", "cases/UPC_000020/evidence/turn_000004/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到白底产品卡、同屏出现 KUGGIS 和 SOCKERBIT 两个收纳盒的名称与价格时，告诉我目前出现的所有手推车、凳椅和收纳盒哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "VESKEN窄置物车" }, "wrong_answer": { "text": "RÅSKOG手推车" }, "answer_options": [ { "id": "885ae4ec-a74b-4627-9dc4-d695ef692910", "text": "RÅSKOG手推车", "image_filename": "20_EmXCCcy57oA_t621.2s_RÅSKOG手推车.jpg" }, { "id": "db59c216-4fd3-4b26-b126-405f6c4370b4", "text": "NISSAFORS手推车", "image_filename": "20_EmXCCcy57oA_t652.2s_NISSAFORS手推车.jpg" }, { "id": "19fd5808-6c9d-41b1-b422-d3df2335c015", "text": "VESKEN窄置物车", "image_filename": "20_EmXCCcy57oA_t675.2s_VESKEN窄置物车.jpg" }, { "id": "4e584510-94bd-483a-805c-23c5400d8454", "text": "KYRRE叠放凳", "image_filename": "20_EmXCCcy57oA_t690.2s_KYRRE叠放凳.jpg" }, { "id": "d1d6aef8-8072-450b-b0f7-47f7dc4468ad", "text": "GRÖNSTA椅子", "image_filename": "20_EmXCCcy57oA_t711.2s_GRÖNSTA椅子.jpg" }, { "id": "ba33d3b0-74e7-4e15-a4a5-7694946b4d9c", "text": "SKUBB收纳盒", "image_filename": "20_EmXCCcy57oA_t737.2s_SKUBB收纳盒.jpg" }, { "id": "2d2cd8db-80c4-4b5b-afdb-1bc26ef23150", "text": "KUGGIS收纳盒", "image_filename": "20_EmXCCcy57oA_t755.2s_KUGGIS收纳盒.jpg" }, { "id": "44cf75f4-7f85-4434-b710-2b4a68fcf2b0", "text": "SOCKERBIT收纳箱", "image_filename": "20_EmXCCcy57oA_t755.2s_SOCKERBIT收纳箱.jpg" } ] } }, "preference_change_context": { "past_context": "I previously moved supplies frequently across a large shared workspace.", "current_context": "I now work in a compact studio and no longer move supplies between rooms.", "why_old_basis_expired": "Frequent long-distance rolling no longer determines my preferred wheel style." }, "affected_old_preference": "I preferred prominent shiny metal casters.", "new_preference": "I now prefer small, frame-matching wheels.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible color family", "expected_user_reply": "I prefer off-white.", "matching_answer_labels": [ "A", "C", "E", "F", "G", "H" ] }, { "label": "B", "feature": "visible wheel style", "expected_user_reply": "I now prefer small, frame-matching wheels.", "matching_answer_labels": [ "C" ] }, { "label": "C", "feature": "number of visible storage levels", "expected_user_reply": "I want three visible storage levels.", "matching_answer_labels": [ "A", "B", "C" ] }, { "label": "D", "feature": "overall profile", "expected_user_reply": "I prefer a tall, narrow profile.", "matching_answer_labels": [ "A", "B", "C" ] }, { "label": "E", "feature": "corner shape", "expected_user_reply": "I prefer rounded corners.", "matching_answer_labels": [ "A", "C", "D", "E", "G", "H" ] }, { "label": "F", "feature": "open or enclosed storage access", "expected_user_reply": "I prefer open access.", "matching_answer_labels": [ "A", "B", "C", "F", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:22:40.993151+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862087+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the video cuts to white-background product cards showing the KUGGIS and SOCKERBIT storage-box names and prices, now that you work in a compact studio and no longer move supplies between rooms, tell me which of all the carts, stools, chairs, and storage boxes shown suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000020_turn_000005", "query": { "text": "When the screen cuts to a white-background product card showing the SYMFONISK speaker lamp with its name and price, now that you have moved into a larger room with open floor space, tell me which of all the storage pieces and appliances shown currently suits you best?", "language": "en" }, "query_time_s": 768.0, "time_range": { "start_s": 768.0, "end_s": 842.84 }, "windows": { "waiting": null, "asking": { "start_s": 768.0, "end_s": 834.16, "start_frame": 19200, "end_frame": 20854 }, "answering": { "start_s": 834.16, "end_s": 839.84, "start_frame": 20854, "end_frame": 20996 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which overall color family do you currently prefer for the item?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer angular forms or rounded silhouettes?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What type of visible support do you prefer beneath the main body?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which placement format do you currently prefer for the item?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you prefer visibly open or enclosed storage construction?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which surface treatment do you prefer: smooth plain or visibly textured?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "4c0241c7-bc36-4b4f-807f-7b56a74bffe6", "text": "Short white over-door rack with six rounded pegs.", "entity_ids": [], "target_view_id": null }, { "option_id": "bda223f2-4d01-488b-9549-97d2117b9b8f", "text": "Long white over-door rail with five squared hooks.", "entity_ids": [], "target_view_id": null }, { "option_id": "4114caa3-b95c-439e-8910-3401dcf07965", "text": "Low white rectangular storage unit with two cubbies and casters.", "entity_ids": [], "target_view_id": null }, { "option_id": "087a2677-b65a-42b2-92ea-a9089cc73f2e", "text": "Round pale-wood table with four legs and perforated white basket.", "entity_ids": [], "target_view_id": null }, { "option_id": "0e4db847-55fe-4948-8282-fd5577dcc5c4", "text": "White rounded lamp with gray fabric-covered cylindrical base and cord.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "4114caa3-b95c-439e-8910-3401dcf07965", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a low floor-level format.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "20_EmXCCcy57oA:stale_preference:004:7699d930", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 4, "canonical_question": "When the screen cuts to a white-background product card showing the SYMFONISK speaker lamp with its name and price, now that you have moved into a larger room with open floor space, tell me which of all the storage pieces and appliances shown currently suits you best?", "historical_preference": "I prefer a short over-door format.\nI lived in a small rental with only a narrow door available for storage; I have moved into a larger room with open floor space.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 768.0, "original_segment_end_s": 842.84, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000020/evidence/turn_000005/option_001.jpg", "cases/UPC_000020/evidence/turn_000005/option_002.jpg", "cases/UPC_000020/evidence/turn_000005/option_003.jpg", "cases/UPC_000020/evidence/turn_000005/option_004.jpg", "cases/UPC_000020/evidence/turn_000005/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到白底产品卡、出现 SYMFONISK 音箱台灯和它的名称与价格时，告诉我目前出现的所有收纳件和家电哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "FREDVANG床底柜" }, "wrong_answer": { "text": "ENUDDEN门挂架" }, "answer_options": [ { "id": "4c0241c7-bc36-4b4f-807f-7b56a74bffe6", "text": "ENUDDEN门挂架", "image_filename": "20_EmXCCcy57oA_t770.2s_ENUDDEN门挂架.jpg" }, { "id": "bda223f2-4d01-488b-9549-97d2117b9b8f", "text": "TJUSIG挂衣架", "image_filename": "20_EmXCCcy57oA_t770.2s_TJUSIG挂衣架.jpg" }, { "id": "4114caa3-b95c-439e-8910-3401dcf07965", "text": "FREDVANG床底柜", "image_filename": "20_EmXCCcy57oA_t787.2s_FREDVANG床底柜.jpg" }, { "id": "087a2677-b65a-42b2-92ea-a9089cc73f2e", "text": "STARKVIND边桌", "image_filename": "20_EmXCCcy57oA_t811.2s_STARKVIND边桌.jpg" }, { "id": "0e4db847-55fe-4948-8282-fd5577dcc5c4", "text": "SYMFONISK台灯", "image_filename": "20_EmXCCcy57oA_t836.2s_SYMFONISK台灯.jpg" } ] } }, "preference_change_context": { "past_context": "I lived in a small rental with only a narrow door available for storage.", "current_context": "I have moved into a larger room with open floor space.", "why_old_basis_expired": "The former need for a short over-door format no longer applies." }, "affected_old_preference": "I prefer a short over-door format.", "new_preference": "I prefer a low floor-level format.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "overall color family", "expected_user_reply": "I prefer a mostly white finish.", "matching_answer_labels": [ "A", "B", "C", "E" ] }, { "label": "B", "feature": "overall silhouette", "expected_user_reply": "I prefer angular forms.", "matching_answer_labels": [ "A", "B", "C" ] }, { "label": "C", "feature": "visible support type", "expected_user_reply": "I prefer visible wheels or legs.", "matching_answer_labels": [ "C", "D" ] }, { "label": "D", "feature": "placement format", "expected_user_reply": "I prefer a low floor-level format.", "matching_answer_labels": [ "C" ] }, { "label": "E", "feature": "storage openness", "expected_user_reply": "I prefer visibly open storage construction.", "matching_answer_labels": [ "C", "D" ] }, { "label": "F", "feature": "surface treatment", "expected_user_reply": "I prefer a predominantly smooth, plain exterior.", "matching_answer_labels": [ "A", "B", "C" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:21:51.283689+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862091+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the screen cuts to a white-background product card showing the SYMFONISK speaker lamp with its name and price, now that you have moved into a larger room with open floor space, tell me which of all the storage pieces and appliances shown currently suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/20_EmXCCcy57oA/20_EmXCCcy57oA.mp4", "duration_s": 842.96, "width": 1920, "height": 1080, "fps": { "num": 25, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000021", "source": { "dataset": "YouTube", "video_id": "21_uF-eqM3S-AQ", "filename": "21_uF-eqM3S-AQ.mp4", "url": null, "input_filename": "21_uF-eqM3S-AQ.mp4" }, "media": { "uri": "cases/UPC_000021/video.mp4", "duration_s": 276.85, "width": 1920, "height": 1080, "frame_count": 16611, "fps": { "num": 60, "den": 1, "value": 60.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000021_turn_000001", "query": { "text": "When the model in a white long-sleeved top lifts black knee-high boots, now that your new workplace has no prescribed footwear colors, tell me which currently shown outfit suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 63.8 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 53.633, "start_frame": 0, "end_frame": 3218 }, "answering": { "start_s": 53.633, "end_s": 63.8, "start_frame": 3218, "end_frame": 3828 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What footwear color scheme do you currently prefer for this outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer a black or white upper?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What footwear height do you currently prefer with the miniskirt?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What sleeve length do you currently prefer for the top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What neckline style do you currently prefer for the top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer a visibly pleated or smooth skirt?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "9baf681f-4165-4baa-b97b-3b1d1654e51b", "text": "Black zip top, gray pleated miniskirt, black boots with white cuffs.", "entity_ids": [], "target_view_id": null }, { "option_id": "509bc2fe-0050-461d-ae33-257ed6073207", "text": "White tank, gray pleated miniskirt, white socks, and gray sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "245cd6ae-fcaa-4045-ab32-affcedb4bb12", "text": "Black off-shoulder top, gray pleated miniskirt, and black strappy sandals.", "entity_ids": [], "target_view_id": null }, { "option_id": "7aae4d2a-bafd-44ac-8cb1-5518b088fdb0", "text": "Black off-shoulder top, gray pleated miniskirt, and burgundy knee-high boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "4b3b8220-a3ce-498c-af60-e722e8edd308", "text": "White long-sleeved scoop-neck top, gray pleated miniskirt, white studded pumps.", "entity_ids": [], "target_view_id": null }, { "option_id": "90487662-6083-4abb-a598-daf76aef04e0", "text": "White long-sleeved top, gray pleated miniskirt, and black knee-high boots.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "7aae4d2a-bafd-44ac-8cb1-5518b088fdb0", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer burgundy footwear.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "21_uF-eqM3S-AQ:stale_preference:000:d2beeecc", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the model in a white long-sleeved top lifts black knee-high boots, now that your new workplace has no prescribed footwear colors, tell me which currently shown outfit suits you best?", "historical_preference": "I preferred black footwear with contrasting white cuff accents.\nMy former workplace required black footwear with contrasting white cuff accents; My new workplace has no prescribed footwear colors.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 63.8, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000021/evidence/turn_000001/option_001.jpg", "cases/UPC_000021/evidence/turn_000001/option_002.jpg", "cases/UPC_000021/evidence/turn_000001/option_003.jpg", "cases/UPC_000021/evidence/turn_000001/option_004.jpg", "cases/UPC_000021/evidence/turn_000001/option_005.jpg", "cases/UPC_000021/evidence/turn_000001/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当穿白色长袖上衣的模特举起一双黑色长筒靴时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "黑露肩衫配酒红长靴" }, "wrong_answer": { "text": "黑拉链上衣配黑长靴" }, "answer_options": [ { "id": "9baf681f-4165-4baa-b97b-3b1d1654e51b", "text": "黑拉链上衣配黑长靴", "image_filename": "21_uF-eqM3S-AQ_t6.8s_黑拉链上衣配黑长靴.jpg" }, { "id": "509bc2fe-0050-461d-ae33-257ed6073207", "text": "白背心配运动鞋", "image_filename": "21_uF-eqM3S-AQ_t18.8s_白背心配运动鞋.jpg" }, { "id": "245cd6ae-fcaa-4045-ab32-affcedb4bb12", "text": "黑露肩衫配黑凉鞋", "image_filename": "21_uF-eqM3S-AQ_t27.8s_黑露肩衫配黑凉鞋.jpg" }, { "id": "7aae4d2a-bafd-44ac-8cb1-5518b088fdb0", "text": "黑露肩衫配酒红长靴", "image_filename": "21_uF-eqM3S-AQ_t36.8s_黑露肩衫配酒红长靴.jpg" }, { "id": "4b3b8220-a3ce-498c-af60-e722e8edd308", "text": "白长袖配白铆钉鞋", "image_filename": "21_uF-eqM3S-AQ_t47.8s_白长袖配白铆钉鞋.jpg" }, { "id": "90487662-6083-4abb-a598-daf76aef04e0", "text": "白长袖配黑长靴", "image_filename": "21_uF-eqM3S-AQ_t56.8s_白长袖配黑长靴.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace required black footwear with contrasting white cuff accents.", "current_context": "My new workplace has no prescribed footwear colors.", "why_old_basis_expired": "The former footwear color requirement no longer applies at my new workplace." }, "affected_old_preference": "I preferred black footwear with contrasting white cuff accents.", "new_preference": "I now prefer burgundy footwear.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "footwear color scheme", "expected_user_reply": "I now prefer burgundy footwear.", "matching_answer_labels": [ "D" ] }, { "label": "B", "feature": "upper color", "expected_user_reply": "I currently prefer a black upper.", "matching_answer_labels": [ "A", "C", "D" ] }, { "label": "C", "feature": "footwear height", "expected_user_reply": "I currently prefer knee-high footwear.", "matching_answer_labels": [ "A", "D", "F" ] }, { "label": "D", "feature": "top sleeve length", "expected_user_reply": "I currently prefer long sleeves.", "matching_answer_labels": [ "A", "C", "D", "E", "F" ] }, { "label": "E", "feature": "top neckline style", "expected_user_reply": "I currently prefer an off-shoulder neckline.", "matching_answer_labels": [ "C", "D" ] }, { "label": "F", "feature": "skirt surface construction", "expected_user_reply": "I currently prefer a visibly pleated skirt.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:23:17.733456+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862150+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the model in a white long-sleeved top lifts black knee-high boots, now that your new workplace has no prescribed footwear colors, tell me which currently shown outfit suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000021_turn_000002", "query": { "text": "When the model wearing a gray sleeveless top and yellow sneakers appears, now that your new workplace no longer requires dark footwear, tell me which outfit shown so far suits you best?", "language": "en" }, "query_time_s": 63.8, "time_range": { "start_s": 63.8, "end_s": 120.4 }, "windows": { "waiting": null, "asking": { "start_s": 63.8, "end_s": 114.633, "start_frame": 3828, "end_frame": 6878 }, "answering": { "start_s": 114.633, "end_s": 120.4, "start_frame": 6878, "end_frame": 7224 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What skirt color do you currently prefer for this outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What skirt design do you currently prefer, pleated or plain?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which footwear color do you currently prefer among the visible choices?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What sleeve length do you currently prefer on the main top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What handbag color do you currently prefer with this outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which shoe toe shape do you currently prefer for this look?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "b1ba95f8-3811-491a-aef8-8caca7e84562", "text": "Black short-sleeve top, gray pleated skirt, burgundy flats, brown handbag.", "entity_ids": [], "target_view_id": null }, { "option_id": "6f5e84a3-850c-489e-957d-f163a7fe70bf", "text": "Gray turtleneck sweater, pleated skirt, black pointed shoes, black handbag.", "entity_ids": [], "target_view_id": null }, { "option_id": "dd8ba638-e9a6-4b36-81a0-edceddb62a3d", "text": "Light blue long-sleeve top, pleated skirt, white shoes and bag.", "entity_ids": [], "target_view_id": null }, { "option_id": "05523290-d8e1-4375-a921-184860188fec", "text": "Light blue long-sleeve top, pleated skirt, dark brown knee-high boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "0699f636-81c0-43f3-b5dd-2ee34013a9ba", "text": "Blue striped shirt, cream top, pleated skirt, yellow sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "de3db135-76be-4263-af3d-5a4c946e37bd", "text": "Gray sleeveless top, pleated skirt, yellow sneakers, white shoulder bag.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "dd8ba638-e9a6-4b36-81a0-edceddb62a3d", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer white footwear.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "21_uF-eqM3S-AQ:stale_preference:001:35490bc8", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the model wearing a gray sleeveless top and yellow sneakers appears, now that your new workplace no longer requires dark footwear, tell me which outfit shown so far suits you best?", "historical_preference": "I preferred burgundy footwear.\nMy former workplace required dark footwear, and I favored burgundy footwear; My new workplace no longer requires dark footwear.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 63.8, "original_segment_end_s": 120.4, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000021/evidence/turn_000002/option_001.jpg", "cases/UPC_000021/evidence/turn_000002/option_002.jpg", "cases/UPC_000021/evidence/turn_000002/option_003.jpg", "cases/UPC_000021/evidence/turn_000002/option_004.jpg", "cases/UPC_000021/evidence/turn_000002/option_005.jpg", "cases/UPC_000021/evidence/turn_000002/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当穿灰色无袖上衣配黄色运动鞋的模特出现时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "浅蓝毛衣配白鞋白包" }, "wrong_answer": { "text": "黑T恤配棕包中筒袜" }, "answer_options": [ { "id": "b1ba95f8-3811-491a-aef8-8caca7e84562", "text": "黑T恤配棕包中筒袜", "image_filename": "21_uF-eqM3S-AQ_t66.8s_黑T恤配棕包中筒袜.jpg" }, { "id": "6f5e84a3-850c-489e-957d-f163a7fe70bf", "text": "灰高领毛衣配黑包", "image_filename": "21_uF-eqM3S-AQ_t78.8s_灰高领毛衣配黑包.jpg" }, { "id": "dd8ba638-e9a6-4b36-81a0-edceddb62a3d", "text": "浅蓝毛衣配白鞋白包", "image_filename": "21_uF-eqM3S-AQ_t87.8s_浅蓝毛衣配白鞋白包.jpg" }, { "id": "05523290-d8e1-4375-a921-184860188fec", "text": "浅蓝毛衣配棕长靴", "image_filename": "21_uF-eqM3S-AQ_t100.8s_浅蓝毛衣配棕长靴.jpg" }, { "id": "0699f636-81c0-43f3-b5dd-2ee34013a9ba", "text": "蓝条纹衬衫配黄鞋", "image_filename": "21_uF-eqM3S-AQ_t108.8s_蓝条纹衬衫配黄鞋.jpg" }, { "id": "de3db135-76be-4263-af3d-5a4c946e37bd", "text": "灰背心配黄运动鞋", "image_filename": "21_uF-eqM3S-AQ_t117.8s_灰背心配黄运动鞋.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace required dark footwear, and I favored burgundy footwear.", "current_context": "My new workplace no longer requires dark footwear.", "why_old_basis_expired": "The former footwear-color restriction no longer applies at my new workplace." }, "affected_old_preference": "I preferred burgundy footwear.", "new_preference": "I prefer white footwear.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "skirt color", "expected_user_reply": "I prefer gray skirts.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "B", "feature": "skirt design", "expected_user_reply": "I prefer pleated skirts.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "C", "feature": "footwear color", "expected_user_reply": "I prefer white footwear.", "matching_answer_labels": [ "C" ] }, { "label": "D", "feature": "main top sleeve length", "expected_user_reply": "I prefer long sleeves.", "matching_answer_labels": [ "B", "C", "D" ] }, { "label": "E", "feature": "handbag color", "expected_user_reply": "I prefer white handbags.", "matching_answer_labels": [ "C", "F" ] }, { "label": "F", "feature": "shoe toe shape", "expected_user_reply": "I prefer pointed-toe shoes.", "matching_answer_labels": [ "A", "B", "C" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:23:20.794529+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862154+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the model wearing a gray sleeveless top and yellow sneakers appears, now that your new workplace no longer requires dark footwear, tell me which outfit shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000021_turn_000003", "query": { "text": "When the model in a red halter top appears, now that you work indoors and no longer face a rainy commute, tell me which outfit shown so far suits you best?", "language": "en" }, "query_time_s": 120.4, "time_range": { "start_s": 120.4, "end_s": 192.4 }, "windows": { "waiting": null, "asking": { "start_s": 120.4, "end_s": 183.333, "start_frame": 7224, "end_frame": 11000 }, "answering": { "start_s": 183.333, "end_s": 192.4, "start_frame": 11000, "end_frame": 11544 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which visible legwear style do you currently prefer: boots, socks, tights, or bare legs?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What skirt color do you currently prefer: gray or another color?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What handbag color do you currently prefer: black, burgundy, brown, or white?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What sleeve length do you currently prefer: long or sleeveless?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What skirt construction do you currently prefer: pleated or unpleated?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What shoe toe shape do you currently prefer: pointed or square?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "0f1d708b-6326-4ff2-a5d7-8468adbab20d", "text": "Gray sleeveless top, pleated skirt, wide brown belt, knee-high boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "c5155e94-f65d-4bd3-8ef0-d3bf361fc231", "text": "Gray layered long-sleeve top, pinstriped pleated skirt, burgundy accessories.", "entity_ids": [], "target_view_id": null }, { "option_id": "9bacc9c9-2610-42d8-839d-44d428602215", "text": "Black long-sleeve top, gray pleated skirt, sheer tights, black heels.", "entity_ids": [], "target_view_id": null }, { "option_id": "b9ce0ade-8563-4502-b09c-ed4b8c23bbd7", "text": "White off-shoulder cropped top, gray pleated skirt, white studded heels.", "entity_ids": [], "target_view_id": null }, { "option_id": "ec041344-7307-430f-bc49-541498db5d9e", "text": "Gray ribbed zip sweater, pleated skirt, white knee-high socks, black heels.", "entity_ids": [], "target_view_id": null }, { "option_id": "722a0429-bf9e-4a41-889a-8d963c6c5d6d", "text": "Red halter top, gray pleated skirt, black handbag, strappy sandals.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ec041344-7307-430f-bc49-541498db5d9e", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer knee-high socks.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "21_uF-eqM3S-AQ:stale_preference:002:79e45a61", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the model in a red halter top appears, now that you work indoors and no longer face a rainy commute, tell me which outfit shown so far suits you best?", "historical_preference": "I preferred knee-high boots.\nMy rainy outdoor commute previously made knee-high boots my preferred legwear; I now work indoors and no longer face a rainy commute.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 120.4, "original_segment_end_s": 192.4, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000021/evidence/turn_000003/option_001.jpg", "cases/UPC_000021/evidence/turn_000003/option_002.jpg", "cases/UPC_000021/evidence/turn_000003/option_003.jpg", "cases/UPC_000021/evidence/turn_000003/option_004.jpg", "cases/UPC_000021/evidence/turn_000003/option_005.jpg", "cases/UPC_000021/evidence/turn_000003/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当穿红色挂脖上衣的模特出现时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "灰半拉链毛衣配白袜" }, "wrong_answer": { "text": "灰背心配棕长靴腰带" }, "answer_options": [ { "id": "0f1d708b-6326-4ff2-a5d7-8468adbab20d", "text": "灰背心配棕长靴腰带", "image_filename": "21_uF-eqM3S-AQ_t125.8s_灰背心配棕长靴腰带.jpg" }, { "id": "c5155e94-f65d-4bd3-8ef0-d3bf361fc231", "text": "灰短毛衣配酒红包鞋", "image_filename": "21_uF-eqM3S-AQ_t138.8s_灰短毛衣配酒红包鞋.jpg" }, { "id": "9bacc9c9-2610-42d8-839d-44d428602215", "text": "黑长袖上衣配黑丝袜", "image_filename": "21_uF-eqM3S-AQ_t149.8s_黑长袖上衣配黑丝袜.jpg" }, { "id": "b9ce0ade-8563-4502-b09c-ed4b8c23bbd7", "text": "米白露肩短衫配白鞋", "image_filename": "21_uF-eqM3S-AQ_t160.8s_米白露肩短衫配白鞋.jpg" }, { "id": "ec041344-7307-430f-bc49-541498db5d9e", "text": "灰半拉链毛衣配白袜", "image_filename": "21_uF-eqM3S-AQ_t173.8s_灰半拉链毛衣配白袜.jpg" }, { "id": "722a0429-bf9e-4a41-889a-8d963c6c5d6d", "text": "红挂脖上衣配黑包", "image_filename": "21_uF-eqM3S-AQ_t189.8s_红挂脖上衣配黑包.jpg" } ] } }, "preference_change_context": { "past_context": "My rainy outdoor commute previously made knee-high boots my preferred legwear.", "current_context": "I now work indoors and no longer face a rainy commute.", "why_old_basis_expired": "The commute conditions that supported my boot preference no longer apply." }, "affected_old_preference": "I preferred knee-high boots.", "new_preference": "I prefer knee-high socks.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible legwear style", "expected_user_reply": "I prefer knee-high socks.", "matching_answer_labels": [ "E" ] }, { "label": "B", "feature": "skirt color", "expected_user_reply": "I prefer a gray skirt.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "C", "feature": "handbag color", "expected_user_reply": "I prefer a black handbag.", "matching_answer_labels": [ "C", "E", "F" ] }, { "label": "D", "feature": "sleeve length", "expected_user_reply": "I prefer long sleeves.", "matching_answer_labels": [ "B", "C", "D", "E" ] }, { "label": "E", "feature": "skirt construction", "expected_user_reply": "I prefer a pleated skirt.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "F", "feature": "shoe toe shape", "expected_user_reply": "I prefer pointed-toe shoes.", "matching_answer_labels": [ "B", "C", "D", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:23:31.343218+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862158+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the model in a red halter top appears, now that you work indoors and no longer face a rainy commute, tell me which outfit shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000021_turn_000004", "query": { "text": "When a close-up shows someone holding light-colored pointed high heels and a dark brown shoulder bag, now that you work in a casual shared studio without presentation dress requirements, tell me which of all the outfits shown currently suits you best?", "language": "en" }, "query_time_s": 192.4, "time_range": { "start_s": 192.4, "end_s": 273.833 }, "windows": { "waiting": null, "asking": { "start_s": 192.4, "end_s": 264.0, "start_frame": 11544, "end_frame": 15840 }, "answering": { "start_s": 264.0, "end_s": 273.833, "start_frame": 15840, "end_frame": 16430 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What skirt color do you currently prefer for this outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What neckline style do you currently prefer for the top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What sleeve length do you currently prefer on the top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What bag carrying style do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What shoe toe shape do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What top color family do you currently prefer?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "27698ab5-dc16-4ae3-9a4f-faf6e060915c", "text": "Charcoal draped off-shoulder top, gray pleated miniskirt, burgundy bag and pumps.", "entity_ids": [], "target_view_id": null }, { "option_id": "2a527ded-837a-4e00-bb69-93dc635fcdf9", "text": "Light pink off-shoulder top, gray pleated miniskirt, white bag and mules.", "entity_ids": [], "target_view_id": null }, { "option_id": "f71ca5e1-2132-416c-a688-785ec7fa0ab0", "text": "Olive cropped tee, gray pleated mini, black bag and knee-high boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "c2259745-0624-4af2-9de7-926e65b39250", "text": "Pink collared button-up, gray pleated mini, white socks, black bag and shoes.", "entity_ids": [], "target_view_id": null }, { "option_id": "30e183b7-98fe-4166-8306-b5caa4b3752b", "text": "Black sleeveless graphic top, gray pleated mini, white socks, black accessories.", "entity_ids": [], "target_view_id": null }, { "option_id": "ed724e86-1eb0-4e0d-8b53-c7f3f67b7592", "text": "Oversized cream sweater, gray pleated mini, black handbag and slingback pumps.", "entity_ids": [], "target_view_id": null }, { "option_id": "50c07ea0-2e3e-4cc8-8cc1-95a799c761f4", "text": "Brown tie-front cutout top, gray pleated mini, brown bag, patterned pumps.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "2a527ded-837a-4e00-bb69-93dc635fcdf9", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a plain off-the-shoulder neckline.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "21_uF-eqM3S-AQ:stale_preference:003:eaf155d0", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 3, "canonical_question": "When a close-up shows someone holding light-colored pointed high heels and a dark brown shoulder bag, now that you work in a casual shared studio without presentation dress requirements, tell me which of all the outfits shown currently suits you best?", "historical_preference": "I preferred a draped fold-over off-the-shoulder neckline.\nMy former workplace held weekly styled presentations where I preferred dramatic necklines; I now work in a casual shared studio without presentation dress requirements.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 192.4, "original_segment_end_s": 273.833, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000021/evidence/turn_000004/option_001.jpg", "cases/UPC_000021/evidence/turn_000004/option_002.jpg", "cases/UPC_000021/evidence/turn_000004/option_003.jpg", "cases/UPC_000021/evidence/turn_000004/option_004.jpg", "cases/UPC_000021/evidence/turn_000004/option_005.jpg", "cases/UPC_000021/evidence/turn_000004/option_006.jpg", "cases/UPC_000021/evidence/turn_000004/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现手持浅色尖头高跟鞋和深棕色肩包的特写时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "粉露肩衫配白鞋白包" }, "wrong_answer": { "text": "深灰露肩衫配红包" }, "answer_options": [ { "id": "27698ab5-dc16-4ae3-9a4f-faf6e060915c", "text": "深灰露肩衫配红包", "image_filename": "21_uF-eqM3S-AQ_t196.8s_深灰露肩衫配红包.jpg" }, { "id": "2a527ded-837a-4e00-bb69-93dc635fcdf9", "text": "粉露肩衫配白鞋白包", "image_filename": "21_uF-eqM3S-AQ_t206.8s_粉露肩衫配白鞋白包.jpg" }, { "id": "f71ca5e1-2132-416c-a688-785ec7fa0ab0", "text": "绿T恤配黑长靴", "image_filename": "21_uF-eqM3S-AQ_t218.8s_绿T恤配黑长靴.jpg" }, { "id": "c2259745-0624-4af2-9de7-926e65b39250", "text": "粉衬衫配白袜黑包", "image_filename": "21_uF-eqM3S-AQ_t231.8s_粉衬衫配白袜黑包.jpg" }, { "id": "30e183b7-98fe-4166-8306-b5caa4b3752b", "text": "黑背心配白袜黑包", "image_filename": "21_uF-eqM3S-AQ_t244.8s_黑背心配白袜黑包.jpg" }, { "id": "ed724e86-1eb0-4e0d-8b53-c7f3f67b7592", "text": "米白宽松毛衣配黑包", "image_filename": "21_uF-eqM3S-AQ_t256.8s_米白宽松毛衣配黑包.jpg" }, { "id": "50c07ea0-2e3e-4cc8-8cc1-95a799c761f4", "text": "棕镂空上衣配棕包", "image_filename": "21_uF-eqM3S-AQ_t267.8s_棕镂空上衣配棕包.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace held weekly styled presentations where I preferred dramatic necklines.", "current_context": "I now work in a casual shared studio without presentation dress requirements.", "why_old_basis_expired": "The presentation-driven reason for choosing a dramatic neckline no longer applies." }, "affected_old_preference": "I preferred a draped fold-over off-the-shoulder neckline.", "new_preference": "I prefer a plain off-the-shoulder neckline.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "B" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "skirt color", "expected_user_reply": "I prefer gray.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "B", "feature": "neckline style", "expected_user_reply": "I prefer a plain off-the-shoulder neckline.", "matching_answer_labels": [ "B" ] }, { "label": "C", "feature": "sleeve length", "expected_user_reply": "I prefer long sleeves.", "matching_answer_labels": [ "A", "B", "D", "F", "G" ] }, { "label": "D", "feature": "bag carrying style", "expected_user_reply": "I prefer shoulder-carried bags.", "matching_answer_labels": [ "B", "C", "E", "G" ] }, { "label": "E", "feature": "shoe toe shape", "expected_user_reply": "I prefer pointed toes.", "matching_answer_labels": [ "A", "B", "C", "F", "G" ] }, { "label": "F", "feature": "top color family", "expected_user_reply": "I prefer pink.", "matching_answer_labels": [ "B", "D" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:23:59.816182+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862162+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a close-up shows someone holding light-colored pointed high heels and a dark brown shoulder bag, now that you work in a casual shared studio without presentation dress requirements, tell me which of all the outfits shown currently suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/21_uF-eqM3S-AQ/21_uF-eqM3S-AQ.mp4", "duration_s": 276.85, "width": 1920, "height": 1080, "fps": { "num": 60, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000022", "source": { "dataset": "YouTube", "video_id": "22_bweCatdidss", "filename": "22_bweCatdidss.mp4", "url": null, "input_filename": "22_bweCatdidss.mp4" }, "media": { "uri": "cases/UPC_000022/video.mp4", "duration_s": 396.604542, "width": 1920, "height": 1080, "frame_count": 9522, "fps": { "num": 24000, "den": 1001, "value": 23.976023976023978 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000022_turn_000001", "query": { "text": "When the beige blazer outfit first appears, now that your new studio permits any outerwear color and pattern, tell me which outfit shown so far suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 111.403 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 97.014, "start_frame": 0, "end_frame": 2326 }, "answering": { "start_s": 97.014, "end_s": 111.403, "start_frame": 2326, "end_frame": 2671 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What skirt color do you currently prefer among the displayed outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer open-toe or closed-toe footwear?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What outerwear color-and-pattern combination do you currently prefer among those shown?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What handbag color do you currently prefer with these outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What top color do you currently prefer beneath the outer layer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What outerwear length do you currently prefer for this styling?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "d6e9131f-1ea3-49bd-a0d4-06f25ad2112a", "text": "Black blazer over patterned blouse and floor-length black skirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "888c867b-6b9a-4554-b663-31fec5441826", "text": "White ribbed sweater with straight floor-length black skirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "e198ebd8-faaa-46b8-bd78-ab832d2d9922", "text": "Cream short-sleeve turtleneck with flared black maxi skirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "3be26690-3882-4c35-9a78-179482b266f0", "text": "Black-and-cream striped cropped jacket with straight black maxi skirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "5bb27d69-c062-45d7-b4d6-4a3e8f76c057", "text": "Black-and-white plaid jacket over white top and black maxi skirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "4e5da698-f1bc-4bcf-99de-91e7d2ee8268", "text": "Blue geometric-patterned top with straight black maxi skirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "0225c048-4e40-495a-874c-e96a22231d61", "text": "Camel double-breasted long coat over black turtleneck and skirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "2206c6af-bbc9-4c43-9a2e-42d5f45bbc80", "text": "Beige blazer over pale satin top and black maxi skirt.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "5bb27d69-c062-45d7-b4d6-4a3e8f76c057", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer black-and-white plaid outerwear.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "22_bweCatdidss:stale_preference:000:8756f4d2", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the beige blazer outfit first appears, now that your new studio permits any outerwear color and pattern, tell me which outfit shown so far suits you best?", "historical_preference": "I preferred solid black outerwear.\nMy former office required solid black outerwear; My new studio permits any outerwear color and pattern.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 111.403, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000022/evidence/turn_000001/option_001.jpg", "cases/UPC_000022/evidence/turn_000001/option_002.jpg", "cases/UPC_000022/evidence/turn_000001/option_003.jpg", "cases/UPC_000022/evidence/turn_000001/option_004.jpg", "cases/UPC_000022/evidence/turn_000001/option_005.jpg", "cases/UPC_000022/evidence/turn_000001/option_006.jpg", "cases/UPC_000022/evidence/turn_000001/option_007.jpg", "cases/UPC_000022/evidence/turn_000001/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当米白色西装外套的造型首次出现时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "白吊带配花呢外套" }, "wrong_answer": { "text": "印花衬衫配黑西装" }, "answer_options": [ { "id": "d6e9131f-1ea3-49bd-a0d4-06f25ad2112a", "text": "印花衬衫配黑西装", "image_filename": "22_bweCatdidss_t10.3s_印花衬衫配黑西装.jpg" }, { "id": "888c867b-6b9a-4554-b663-31fec5441826", "text": "白色针织衫", "image_filename": "22_bweCatdidss_t24.3s_白色针织衫.jpg" }, { "id": "e198ebd8-faaa-46b8-bd78-ab832d2d9922", "text": "米白短袖上衣配白包", "image_filename": "22_bweCatdidss_t32.3s_米白短袖上衣配白包.jpg" }, { "id": "3be26690-3882-4c35-9a78-179482b266f0", "text": "黑白条纹开衫", "image_filename": "22_bweCatdidss_t43.3s_黑白条纹开衫.jpg" }, { "id": "5bb27d69-c062-45d7-b4d6-4a3e8f76c057", "text": "白吊带配花呢外套", "image_filename": "22_bweCatdidss_t63.3s_白吊带配花呢外套.jpg" }, { "id": "4e5da698-f1bc-4bcf-99de-91e7d2ee8268", "text": "浅蓝针织上衣", "image_filename": "22_bweCatdidss_t70.3s_浅蓝针织上衣.jpg" }, { "id": "0225c048-4e40-495a-874c-e96a22231d61", "text": "黑上衣配棕色大衣", "image_filename": "22_bweCatdidss_t90.3s_黑上衣配棕色大衣.jpg" }, { "id": "2206c6af-bbc9-4c43-9a2e-42d5f45bbc80", "text": "米白西装外套系腰带", "image_filename": "22_bweCatdidss_t103.3s_米白西装外套系腰带.jpg" } ] } }, "preference_change_context": { "past_context": "My former office required solid black outerwear.", "current_context": "My new studio permits any outerwear color and pattern.", "why_old_basis_expired": "The former workplace restriction no longer applies in my new work setting." }, "affected_old_preference": "I preferred solid black outerwear.", "new_preference": "I currently prefer black-and-white plaid outerwear.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "skirt color", "expected_user_reply": "I currently prefer a black skirt.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H" ] }, { "label": "B", "feature": "footwear toe style", "expected_user_reply": "I currently prefer open-toe footwear.", "matching_answer_labels": [ "E", "F", "H" ] }, { "label": "C", "feature": "outerwear color-and-pattern combination", "expected_user_reply": "I currently prefer black-and-white plaid outerwear.", "matching_answer_labels": [ "E" ] }, { "label": "D", "feature": "handbag color", "expected_user_reply": "I currently prefer a black handbag.", "matching_answer_labels": [ "A", "E", "F" ] }, { "label": "E", "feature": "top color", "expected_user_reply": "I currently prefer a white top.", "matching_answer_labels": [ "B", "E", "H" ] }, { "label": "F", "feature": "outerwear length", "expected_user_reply": "I currently prefer short outerwear.", "matching_answer_labels": [ "A", "D", "E", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:23:53.146120+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862165+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the beige blazer outfit first appears, now that your new studio permits any outerwear color and pattern, tell me which outfit shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000022_turn_000002", "query": { "text": "When the black V-neck sweater outfit with white trim first appears, now that you work in a climate-controlled studio instead of outdoors, tell me which of all outfits shown so far suits you best?", "language": "en" }, "query_time_s": 111.403, "time_range": { "start_s": 111.403, "end_s": 222.013 }, "windows": { "waiting": null, "asking": { "start_s": 111.403, "end_s": 206.498, "start_frame": 2671, "end_frame": 4951 }, "answering": { "start_s": 206.498, "end_s": 222.013, "start_frame": 4951, "end_frame": 5323 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer an outfit with a visible outer layer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which skirt color do you currently want for this outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What footwear color do you currently prefer with the long skirt?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which top style do you currently prefer for the outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer bold stripes or a mostly solid top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What type of visible bag do you currently prefer carrying?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "b9a90ea4-15f8-458c-a281-318ffcc6331b", "text": "White short-sleeved T-shirt, black maxi skirt, and cream shoulder bag.", "entity_ids": [], "target_view_id": null }, { "option_id": "3f12bd00-bbe7-488a-b4b9-ff58c95cda3a", "text": "Beige long cardigan over white top and black maxi skirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "018b9d9e-db12-4ee5-98ad-b04b2bf8966b", "text": "Pale blue subtly striped tie-front blouse with black maxi skirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "92b4e450-71e6-4556-9bf0-7bcac0403d69", "text": "Gray turtleneck sweater, black maxi skirt, and black crossbody bag.", "entity_ids": [], "target_view_id": null }, { "option_id": "5767f7a0-6f6a-4fc9-b1a9-6f031218c25f", "text": "Black-and-white striped blouse with black maxi skirt and bag.", "entity_ids": [], "target_view_id": null }, { "option_id": "44f088ad-2ca4-4e1d-a3c7-9b2660ee6449", "text": "Navy V-neck blouse with black maxi skirt and black sandals.", "entity_ids": [], "target_view_id": null }, { "option_id": "3ae50e97-3330-452d-ade9-05926f7db254", "text": "Black white-trimmed sweater, black maxi skirt, and structured handbag.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "018b9d9e-db12-4ee5-98ad-b04b2bf8966b", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a tied-front blouse.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "22_bweCatdidss:stale_preference:001:d0e399da", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the black V-neck sweater outfit with white trim first appears, now that you work in a climate-controlled studio instead of outdoors, tell me which of all outfits shown so far suits you best?", "historical_preference": "I prefer a visible short-sleeved T-shirt.\nMy outdoor work previously made a visible short-sleeved T-shirt my preferred top style; I now work in a climate-controlled studio instead of outdoors.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 111.403, "original_segment_end_s": 222.013, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000022/evidence/turn_000002/option_001.jpg", "cases/UPC_000022/evidence/turn_000002/option_002.jpg", "cases/UPC_000022/evidence/turn_000002/option_003.jpg", "cases/UPC_000022/evidence/turn_000002/option_004.jpg", "cases/UPC_000022/evidence/turn_000002/option_005.jpg", "cases/UPC_000022/evidence/turn_000002/option_006.jpg", "cases/UPC_000022/evidence/turn_000002/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当黑色V领白边毛衣造型首次出现时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "浅蓝衬衫下摆打结" }, "wrong_answer": { "text": "白T恤配墨镜" }, "answer_options": [ { "id": "b9a90ea4-15f8-458c-a281-318ffcc6331b", "text": "白T恤配墨镜", "image_filename": "22_bweCatdidss_t115.3s_白T恤配墨镜.jpg" }, { "id": "3f12bd00-bbe7-488a-b4b9-ff58c95cda3a", "text": "驼色长开衫", "image_filename": "22_bweCatdidss_t127.3s_驼色长开衫.jpg" }, { "id": "018b9d9e-db12-4ee5-98ad-b04b2bf8966b", "text": "浅蓝衬衫下摆打结", "image_filename": "22_bweCatdidss_t139.3s_浅蓝衬衫下摆打结.jpg" }, { "id": "92b4e450-71e6-4556-9bf0-7bcac0403d69", "text": "灰色毛衣配小黑包", "image_filename": "22_bweCatdidss_t154.3s_灰色毛衣配小黑包.jpg" }, { "id": "5767f7a0-6f6a-4fc9-b1a9-6f031218c25f", "text": "黑白竖条纹衬衫", "image_filename": "22_bweCatdidss_t172.3s_黑白竖条纹衬衫.jpg" }, { "id": "44f088ad-2ca4-4e1d-a3c7-9b2660ee6449", "text": "藏青缎面衬衫", "image_filename": "22_bweCatdidss_t196.3s_藏青缎面衬衫.jpg" }, { "id": "3ae50e97-3330-452d-ade9-05926f7db254", "text": "黑色V领白边毛衣", "image_filename": "22_bweCatdidss_t211.3s_黑色V领白边毛衣.jpg" } ] } }, "preference_change_context": { "past_context": "My outdoor work previously made a visible short-sleeved T-shirt my preferred top style.", "current_context": "I now work in a climate-controlled studio instead of outdoors.", "why_old_basis_expired": "The indoor setting removes the outdoor-work reason for automatically retaining my T-shirt preference." }, "affected_old_preference": "I prefer a visible short-sleeved T-shirt.", "new_preference": "I prefer a tied-front blouse.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible outer-layer presence", "expected_user_reply": "I prefer no visible outer layer.", "matching_answer_labels": [ "A", "C", "D", "E", "F", "G" ] }, { "label": "B", "feature": "skirt color", "expected_user_reply": "I prefer a black skirt.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "C", "feature": "footwear color", "expected_user_reply": "I prefer black footwear.", "matching_answer_labels": [ "C", "D", "E", "F", "G" ] }, { "label": "D", "feature": "top garment style", "expected_user_reply": "I prefer a tied-front blouse.", "matching_answer_labels": [ "C" ] }, { "label": "E", "feature": "top pattern intensity", "expected_user_reply": "I prefer subtle or no pattern rather than bold stripes.", "matching_answer_labels": [ "A", "B", "C", "D", "F", "G" ] }, { "label": "F", "feature": "visible bag type", "expected_user_reply": "I prefer no visible shoulder or crossbody bag.", "matching_answer_labels": [ "B", "C", "F", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:23:52.363846+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862169+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the black V-neck sweater outfit with white trim first appears, now that you work in a climate-controlled studio instead of outdoors, tell me which of all outfits shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000022_turn_000003", "query": { "text": "When a strapless dress is layered with a cropped tweed jacket, now that your new workplace has no outerwear color rules, tell me which currently shown outfit suits you best?", "language": "en" }, "query_time_s": 222.013, "time_range": { "start_s": 222.013, "end_s": 393.393 }, "windows": { "waiting": null, "asking": { "start_s": 222.013, "end_s": 383.008, "start_frame": 5323, "end_frame": 9183 }, "answering": { "start_s": 383.008, "end_s": 393.393, "start_frame": 9183, "end_frame": 9432 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which bottom garment do you currently prefer: trousers, skirts, or dresses?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What handbag color do you currently prefer: black, cream, or tan?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which footwear style do you currently prefer: pumps, sandals, or flats?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which outerwear color palette do you currently prefer: beige, monochrome, or contrasting?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which neckline do you currently prefer: covered, V-shaped, or strapless?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer a solid or patterned outer layer?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "29e434a7-e627-4362-b3ca-cf2727809a44", "text": "Beige double-breasted trench over cream top and black maxi skirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "bae57446-434c-4afc-b69b-2b9c22424984", "text": "Navy camisole with black maxi skirt, sandals, and black handbag.", "entity_ids": [], "target_view_id": null }, { "option_id": "96dae9ba-7035-4a28-b7e2-b3c108b4acd0", "text": "Striped short-sleeve top with black maxi skirt and tan handbag.", "entity_ids": [], "target_view_id": null }, { "option_id": "6b868b38-488a-4d43-abeb-632031669869", "text": "Navy camisole, long black cardigan, black maxi skirt, and handbag.", "entity_ids": [], "target_view_id": null }, { "option_id": "e8d7acd3-a3a1-4d7e-8c58-41156f10f0d2", "text": "Cream turtleneck under long charcoal sleeveless vest with black trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "00220e9a-e0aa-4ff9-a312-07488760ee7d", "text": "Sheer polka-dot-sleeved black blouse with black maxi skirt and tan handbag.", "entity_ids": [], "target_view_id": null }, { "option_id": "3f2055d1-a33b-4314-8601-24e6a2a3d3ce", "text": "White polka-dot halter top with black maxi skirt and tan bag.", "entity_ids": [], "target_view_id": null }, { "option_id": "f732c296-6b75-4db9-9fa6-17f554f7a913", "text": "Black blazer and wide-leg trousers with mustard-yellow waist sash.", "entity_ids": [], "target_view_id": null }, { "option_id": "3a64be88-f1fb-470c-a7cf-706dede52108", "text": "Strapless black midi dress with pointed black pumps.", "entity_ids": [], "target_view_id": null }, { "option_id": "0b851127-0cf5-49e0-b95b-84d76d8f6c3c", "text": "Strapless black dress under black-and-beige plaid cropped jacket.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "f732c296-6b75-4db9-9fa6-17f554f7a913", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer black outerwear with a mustard-yellow waist accent.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "22_bweCatdidss:stale_preference:002:899d55df", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When a strapless dress is layered with a cropped tweed jacket, now that your new workplace has no outerwear color rules, tell me which currently shown outfit suits you best?", "historical_preference": "I prefer a solid beige outer layer.\nMy former workplace required beige outerwear; My new workplace has no outerwear color rules.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 222.013, "original_segment_end_s": 393.393, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000022/evidence/turn_000003/option_001.jpg", "cases/UPC_000022/evidence/turn_000003/option_002.jpg", "cases/UPC_000022/evidence/turn_000003/option_003.jpg", "cases/UPC_000022/evidence/turn_000003/option_004.jpg", "cases/UPC_000022/evidence/turn_000003/option_005.jpg", "cases/UPC_000022/evidence/turn_000003/option_006.jpg", "cases/UPC_000022/evidence/turn_000003/option_007.jpg", "cases/UPC_000022/evidence/turn_000003/option_008.jpg", "cases/UPC_000022/evidence/turn_000003/option_009.jpg", "cases/UPC_000022/evidence/turn_000003/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当抹胸裙外披上花呢短外套时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "黑西装配黄腰带" }, "wrong_answer": { "text": "米白上衣配卡其风衣" }, "answer_options": [ { "id": "29e434a7-e627-4362-b3ca-cf2727809a44", "text": "米白上衣配卡其风衣", "image_filename": "22_bweCatdidss_t236.3s_米白上衣配卡其风衣.jpg" }, { "id": "bae57446-434c-4afc-b69b-2b9c22424984", "text": "藏青吊带配墨镜", "image_filename": "22_bweCatdidss_t246.3s_藏青吊带配墨镜.jpg" }, { "id": "96dae9ba-7035-4a28-b7e2-b3c108b4acd0", "text": "条纹T恤配棕色包", "image_filename": "22_bweCatdidss_t255.3s_条纹T恤配棕色包.jpg" }, { "id": "6b868b38-488a-4d43-abeb-632031669869", "text": "藏青吊带配黑西装", "image_filename": "22_bweCatdidss_t274.3s_藏青吊带配黑西装.jpg" }, { "id": "e8d7acd3-a3a1-4d7e-8c58-41156f10f0d2", "text": "米色毛衣配灰长马甲", "image_filename": "22_bweCatdidss_t302.3s_米色毛衣配灰长马甲.jpg" }, { "id": "00220e9a-e0aa-4ff9-a312-07488760ee7d", "text": "黑色透视上衣", "image_filename": "22_bweCatdidss_t322.3s_黑色透视上衣.jpg" }, { "id": "3f2055d1-a33b-4314-8601-24e6a2a3d3ce", "text": "波点无袖上衣", "image_filename": "22_bweCatdidss_t342.3s_波点无袖上衣.jpg" }, { "id": "f732c296-6b75-4db9-9fa6-17f554f7a913", "text": "黑西装配黄腰带", "image_filename": "22_bweCatdidss_t354.3s_黑西装配黄腰带.jpg" }, { "id": "3a64be88-f1fb-470c-a7cf-706dede52108", "text": "黑色抹胸长裙", "image_filename": "22_bweCatdidss_t367.3s_黑色抹胸长裙.jpg" }, { "id": "0b851127-0cf5-49e0-b95b-84d76d8f6c3c", "text": "抹胸裙腰带配花呢外套", "image_filename": "22_bweCatdidss_t389.3s_抹胸裙腰带配花呢外套.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace required beige outerwear.", "current_context": "My new workplace has no outerwear color rules.", "why_old_basis_expired": "The former beige requirement no longer applies at my new workplace." }, "affected_old_preference": "I prefer a solid beige outer layer.", "new_preference": "I prefer black outerwear with a mustard-yellow waist accent.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "H" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "bottom garment type", "expected_user_reply": "I prefer trousers.", "matching_answer_labels": [ "E", "H" ] }, { "label": "B", "feature": "handbag color", "expected_user_reply": "I prefer a black handbag.", "matching_answer_labels": [ "B", "D", "H", "J" ] }, { "label": "C", "feature": "footwear style", "expected_user_reply": "I prefer pointed-toe pumps.", "matching_answer_labels": [ "A", "D", "H", "I" ] }, { "label": "D", "feature": "outerwear color palette", "expected_user_reply": "I prefer black outerwear with a mustard-yellow waist accent.", "matching_answer_labels": [ "H" ] }, { "label": "E", "feature": "neckline coverage", "expected_user_reply": "I prefer a covered neckline.", "matching_answer_labels": [ "A", "C", "E", "F", "H" ] }, { "label": "F", "feature": "outer-layer pattern", "expected_user_reply": "I prefer a solid outer layer.", "matching_answer_labels": [ "A", "D", "E", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:24:04.907129+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862173+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a strapless dress is layered with a cropped tweed jacket, now that your new workplace has no outerwear color rules, tell me which currently shown outfit suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/22_bweCatdidss/22_bweCatdidss.mp4", "duration_s": 396.604542, "width": 1920, "height": 1080, "fps": { "num": 24000, "den": 1001 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000023", "source": { "dataset": "YouTube", "video_id": "23_ki2DPIIUbho", "filename": "23_ki2DPIIUbho.mp4", "url": null, "input_filename": "23_ki2DPIIUbho.mp4" }, "media": { "uri": "cases/UPC_000023/video.mp4", "duration_s": 482.541667, "width": 1920, "height": 1080, "frame_count": 11609, "fps": { "num": 24, "den": 1, "value": 24.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000023_turn_000001", "query": { "text": "When the model first appears tying the hem of a white printed shirt, pairing it with a black satin maxi skirt, and bending to adjust her heels as “Look 5” appears on the right, now that you have moved from a formal corporate office to a creative studio without a trousers-only dress code, tell me which outfit shown so far suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 182.0 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 60.917, "start_frame": 0, "end_frame": 1462 }, "answering": { "start_s": 60.917, "end_s": 80.292, "start_frame": 1462, "end_frame": 1927 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which overall color palette do you currently prefer for your outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What shirt pattern do you currently want in your outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What lower-garment style do you currently prefer: trousers, jeans, shorts, or skirts?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "How do you currently prefer your sleeves to be styled?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer a black layer worn over the printed shirt?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What lower-hem length do you currently prefer for the outfit?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "fb09c8b1-b95c-4c9d-98d6-59a6cbedddef", "text": "White line-print blouse with black full-length trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "3c80ae14-ea47-4031-aa59-6a834f98a4bd", "text": "White line-print blouse with light blue jeans.", "entity_ids": [], "target_view_id": null }, { "option_id": "95e8c585-476e-4a1b-88a9-d5806bd9e886", "text": "Black oversized blazer with white printed shirt and black pleated shorts.", "entity_ids": [], "target_view_id": null }, { "option_id": "4218dfe9-bc7a-47ee-bdb4-39727234b7b3", "text": "Black ribbed sweater over printed collar with distressed mini skirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "3370574f-22e3-4949-a237-7fbee0b2d336", "text": "Knotted white line-print blouse with black satin midi skirt.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "95e8c585-476e-4a1b-88a9-d5806bd9e886", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer shorts.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "23_ki2DPIIUbho:stale_preference:000:422d1cf6", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the model first appears tying the hem of a white printed shirt, pairing it with a black satin maxi skirt, and bending to adjust her heels as “Look 5” appears on the right, now that you have moved from a formal corporate office to a creative studio without a trousers-only dress code, tell me which outfit shown so far suits you best?", "historical_preference": "I preferred trousers.\nMy former corporate office required trousers during working hours; I have moved to a creative studio without a trousers-only dress code.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 182.0, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000023/evidence/turn_000001/option_001.jpg", "cases/UPC_000023/evidence/turn_000001/option_002.jpg", "cases/UPC_000023/evidence/turn_000001/option_003.jpg", "cases/UPC_000023/evidence/turn_000001/option_004.jpg", "cases/UPC_000023/evidence/turn_000001/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面首次出现模特把白色印花衬衫下摆打结、搭配黑色缎面长半裙并弯腰整理高跟鞋（右侧字幕 Look 5）时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "黑西装外套+黑百褶短裙" }, "wrong_answer": { "text": "白印花衬衫+黑西裤" }, "answer_options": [ { "id": "fb09c8b1-b95c-4c9d-98d6-59a6cbedddef", "text": "白印花衬衫+黑西裤", "image_filename": "23_ki2DPIIUbho_t4.5s_白印花衬衫+黑西裤.jpg" }, { "id": "3c80ae14-ea47-4031-aa59-6a834f98a4bd", "text": "白印花衬衫+浅蓝牛仔裤", "image_filename": "23_ki2DPIIUbho_t17.5s_白印花衬衫+浅蓝牛仔裤.jpg" }, { "id": "95e8c585-476e-4a1b-88a9-d5806bd9e886", "text": "黑西装外套+黑百褶短裙", "image_filename": "23_ki2DPIIUbho_t32.5s_黑西装外套+黑百褶短裙.jpg" }, { "id": "4218dfe9-bc7a-47ee-bdb4-39727234b7b3", "text": "藏青V领毛衣+黑牛仔短裙", "image_filename": "23_ki2DPIIUbho_t50.5s_藏青V领毛衣+黑牛仔短裙.jpg" }, { "id": "3370574f-22e3-4949-a237-7fbee0b2d336", "text": "打结衬衫+黑缎面长裙", "image_filename": "23_ki2DPIIUbho_t70.5s_打结衬衫+黑缎面长裙.jpg" } ] } }, "preference_change_context": { "past_context": "My former corporate office required trousers during working hours.", "current_context": "I have moved to a creative studio without a trousers-only dress code.", "why_old_basis_expired": "The former workplace rule no longer limits my lower-garment choice." }, "affected_old_preference": "I preferred trousers.", "new_preference": "I now prefer shorts.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "overall outfit color palette", "expected_user_reply": "I currently prefer a black-and-white palette.", "matching_answer_labels": [ "A", "C", "D", "E" ] }, { "label": "B", "feature": "shirt pattern", "expected_user_reply": "I currently want a white shirt with black line print.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "C", "feature": "lower-garment style", "expected_user_reply": "I now prefer shorts.", "matching_answer_labels": [ "C" ] }, { "label": "D", "feature": "sleeve styling", "expected_user_reply": "I currently prefer sleeves pushed or rolled above my wrists.", "matching_answer_labels": [ "B", "C" ] }, { "label": "E", "feature": "visible upper-body layering", "expected_user_reply": "I currently prefer a black layer over the printed shirt.", "matching_answer_labels": [ "C", "D" ] }, { "label": "F", "feature": "lower-hem length", "expected_user_reply": "I currently prefer an above-the-knee lower hem.", "matching_answer_labels": [ "C", "D" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:23:57.097531+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862177+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the model first appears tying the hem of a white printed shirt, pairing it with a black satin maxi skirt, and bending to adjust her heels as “Look 5” appears on the right, now that you have moved from a formal corporate office to a creative studio without a trousers-only dress code, tell me which outfit shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000023_turn_000002", "query": { "text": "When the screen first shows a model wearing a white shirt with black multi-pocket cuffed cargo trousers and black ankle boots, with the right-side caption “Look 6”, now that you work in a climate-controlled indoor studio, tell me which of all outfits shown so far suits you best?", "language": "en" }, "query_time_s": 182.0, "time_range": { "start_s": 182.0, "end_s": 308.917 }, "windows": { "waiting": null, "asking": { "start_s": 182.0, "end_s": 247.0, "start_frame": 4368, "end_frame": 5928 }, "answering": { "start_s": 247.0, "end_s": 263.083, "start_frame": 5928, "end_frame": 6314 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What shirt color do you currently prefer among the shown outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What jeans length do you currently prefer, full-length or cropped?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer long sleeves or short sleeves?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which bottom color do you currently prefer, light blue or darker?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What shirt collar shape do you currently prefer in these outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer an added layer over your white shirt?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "0ca19742-694d-4efd-a800-7d992a16603a", "text": "White open shirt, black tank, split-hem light-blue jeans, and white sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "aaf30443-9df9-4f98-9d4a-1fb40c168410", "text": "White button-up shirt with high-waisted brown leather-look shorts.", "entity_ids": [], "target_view_id": null }, { "option_id": "786f9df0-2165-4f0c-9d75-7baa0b42be2b", "text": "Houndstooth blazer, white shirt, and brown leather-look shorts.", "entity_ids": [], "target_view_id": null }, { "option_id": "9506e17b-a47e-4992-adcb-d57b3271303f", "text": "White shirt over black turtleneck with beige wide-leg trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "33f5cda8-3b1b-4a97-9665-67407f5f8ec8", "text": "Gray blazer, white shirt, black turtleneck, and beige trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "774545bc-d2c5-483c-8b29-b8007f0083d8", "text": "White shirt, draped brown knit, and cropped light-blue jeans.", "entity_ids": [], "target_view_id": null }, { "option_id": "63d430a9-0be6-474f-bc12-17c646fc679e", "text": "White shirt with black drawstring multi-pocket cargo trousers.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "774545bc-d2c5-483c-8b29-b8007f0083d8", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer cropped jeans.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "23_ki2DPIIUbho:stale_preference:001:03ad2a49", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the screen first shows a model wearing a white shirt with black multi-pocket cuffed cargo trousers and black ankle boots, with the right-side caption “Look 6”, now that you work in a climate-controlled indoor studio, tell me which of all outfits shown so far suits you best?", "historical_preference": "I prefer full-length jeans.\nI previously worked outdoors in cold weather and required full-length jeans; I now work in a climate-controlled indoor studio.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 182.0, "original_segment_end_s": 308.917, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000023/evidence/turn_000002/option_001.jpg", "cases/UPC_000023/evidence/turn_000002/option_002.jpg", "cases/UPC_000023/evidence/turn_000002/option_003.jpg", "cases/UPC_000023/evidence/turn_000002/option_004.jpg", "cases/UPC_000023/evidence/turn_000002/option_005.jpg", "cases/UPC_000023/evidence/turn_000002/option_006.jpg", "cases/UPC_000023/evidence/turn_000002/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面首次出现模特穿白衬衫搭配黑色多口袋工装束脚裤和黑色短靴（右侧字幕 Look 6）时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "橘色针织马甲+牛仔裤" }, "wrong_answer": { "text": "白衬衫敞开+黑背心牛仔裤" }, "answer_options": [ { "id": "0ca19742-694d-4efd-a800-7d992a16603a", "text": "白衬衫敞开+黑背心牛仔裤", "image_filename": "23_ki2DPIIUbho_t191.5s_白衬衫敞开+黑背心牛仔裤.jpg" }, { "id": "aaf30443-9df9-4f98-9d4a-1fb40c168410", "text": "白衬衫+棕色皮短裤", "image_filename": "23_ki2DPIIUbho_t193.5s_白衬衫+棕色皮短裤.jpg" }, { "id": "786f9df0-2165-4f0c-9d75-7baa0b42be2b", "text": "千鸟格西装+棕皮短裤", "image_filename": "23_ki2DPIIUbho_t201.5s_千鸟格西装+棕皮短裤.jpg" }, { "id": "9506e17b-a47e-4992-adcb-d57b3271303f", "text": "白衬衫+卡其阔腿裤", "image_filename": "23_ki2DPIIUbho_t208.5s_白衬衫+卡其阔腿裤.jpg" }, { "id": "33f5cda8-3b1b-4a97-9665-67407f5f8ec8", "text": "灰西装+白衬衫+卡其裤", "image_filename": "23_ki2DPIIUbho_t217.5s_灰西装+白衬衫+卡其裤.jpg" }, { "id": "774545bc-d2c5-483c-8b29-b8007f0083d8", "text": "橘色针织马甲+牛仔裤", "image_filename": "23_ki2DPIIUbho_t240.5s_橘色针织马甲+牛仔裤.jpg" }, { "id": "63d430a9-0be6-474f-bc12-17c646fc679e", "text": "白衬衫+黑色工装裤", "image_filename": "23_ki2DPIIUbho_t248.5s_白衬衫+黑色工装裤.jpg" } ] } }, "preference_change_context": { "past_context": "I previously worked outdoors in cold weather and required full-length jeans.", "current_context": "I now work in a climate-controlled indoor studio.", "why_old_basis_expired": "My indoor setting removes the cold-weather reason for requiring full-length jeans." }, "affected_old_preference": "I prefer full-length jeans.", "new_preference": "I prefer cropped jeans.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "F" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "shirt color", "expected_user_reply": "I prefer white shirts.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "B", "feature": "jeans length", "expected_user_reply": "I prefer cropped jeans.", "matching_answer_labels": [ "F" ] }, { "label": "C", "feature": "sleeve length", "expected_user_reply": "I prefer long sleeves.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "D", "feature": "bottom color", "expected_user_reply": "I prefer light-blue bottoms.", "matching_answer_labels": [ "A", "F" ] }, { "label": "E", "feature": "shirt collar shape", "expected_user_reply": "I prefer pointed shirt collars.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "F", "feature": "outer layering over white shirt", "expected_user_reply": "I prefer an added layer over my white shirt.", "matching_answer_labels": [ "C", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:24:23.128934+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862181+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the screen first shows a model wearing a white shirt with black multi-pocket cuffed cargo trousers and black ankle boots, with the right-side caption “Look 6”, now that you work in a climate-controlled indoor studio, tell me which of all outfits shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000023_turn_000003", "query": { "text": "When the model first appears seated on a barstool in a knotted gray-green color-block shirt and light-blue jeans, with a small white dog by her feet and “Look 4” subtitles on the right, now that you have moved from a hot climate to a mild one, tell me which of all the outfits shown suits you best?", "language": "en" }, "query_time_s": 308.917, "time_range": { "start_s": 308.917, "end_s": 479.5 }, "windows": { "waiting": null, "asking": { "start_s": 308.917, "end_s": 462.417, "start_frame": 7414, "end_frame": 11098 }, "answering": { "start_s": 462.417, "end_s": 479.5, "start_frame": 11098, "end_frame": 11508 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer long sleeves or a sleeveless top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What skirt length do you currently prefer for your outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer a solid or color-blocked top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What footwear color do you currently prefer with your outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer a button-front or pullover top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What collar shape do you currently prefer on your top?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "033fec2c-53ff-465c-9e30-6dcf32d1de13", "text": "Black button-up blouse with dark brown belted leather-look miniskirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "ea505879-6527-4fa7-9561-c91e749e8c34", "text": "Black blouse, cropped white wide-leg trousers, and black lace-up shoes.", "entity_ids": [], "target_view_id": null }, { "option_id": "6b259706-d541-4407-b7e2-476c7d454e03", "text": "Knotted black shirt, pale gray pleated trousers, and white sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "574eed5a-4057-43f9-8939-266aaa02f72e", "text": "Brown textured blazer, black shirt, and light-blue jeans.", "entity_ids": [], "target_view_id": null }, { "option_id": "33d7cbf7-e20e-4045-92fc-64e89fb5a8a9", "text": "White V-neck knit sweater over black collared shirt and jeans.", "entity_ids": [], "target_view_id": null }, { "option_id": "300d452e-6cd0-4b68-a5fb-01adfb72a207", "text": "Gray-green color-block shirt with black leather-look pleated trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "18568466-bd53-4c96-a8cd-2e0d8824bc52", "text": "Light-blue denim jacket over gray-green shirt and white trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "ebd0ea6b-e9f1-4278-8d2a-77ce9048a8f4", "text": "Gray-green color-block shirt with black asymmetric pleated knee-length skirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "c491df82-6a6f-4c85-a858-1260baad919d", "text": "Knotted gray-green color-block shirt, light-blue jeans, and white sneakers.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ebd0ea6b-e9f1-4278-8d2a-77ce9048a8f4", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a knee-length skirt.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "23_ki2DPIIUbho:stale_preference:002:ac4c9972", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the model first appears seated on a barstool in a knotted gray-green color-block shirt and light-blue jeans, with a small white dog by her feet and “Look 4” subtitles on the right, now that you have moved from a hot climate to a mild one, tell me which of all the outfits shown suits you best?", "historical_preference": "I prefer above-knee skirts.\nI lived in a hot climate and favored above-knee skirts for less coverage; I have moved from a hot climate to a mild one.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 308.917, "original_segment_end_s": 479.5, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000023/evidence/turn_000003/option_001.jpg", "cases/UPC_000023/evidence/turn_000003/option_002.jpg", "cases/UPC_000023/evidence/turn_000003/option_003.jpg", "cases/UPC_000023/evidence/turn_000003/option_004.jpg", "cases/UPC_000023/evidence/turn_000003/option_005.jpg", "cases/UPC_000023/evidence/turn_000003/option_006.jpg", "cases/UPC_000023/evidence/turn_000003/option_007.jpg", "cases/UPC_000023/evidence/turn_000003/option_008.jpg", "cases/UPC_000023/evidence/turn_000003/option_009.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面首次出现模特穿灰绿拼色衬衫打结搭配浅蓝牛仔裤、坐在高脚凳上且脚边有白色小狗（右侧字幕 Look 4）时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "拼色衬衫+黑色不规则裙" }, "wrong_answer": { "text": "黑衬衫+酒红皮短裙" }, "answer_options": [ { "id": "033fec2c-53ff-465c-9e30-6dcf32d1de13", "text": "黑衬衫+酒红皮短裙", "image_filename": "23_ki2DPIIUbho_t310.5s_黑衬衫+酒红皮短裙.jpg" }, { "id": "ea505879-6527-4fa7-9561-c91e749e8c34", "text": "黑衬衫+白色阔腿裤", "image_filename": "23_ki2DPIIUbho_t328.5s_黑衬衫+白色阔腿裤.jpg" }, { "id": "6b259706-d541-4407-b7e2-476c7d454e03", "text": "黑衬衫打结+浅灰西裤", "image_filename": "23_ki2DPIIUbho_t344.5s_黑衬衫打结+浅灰西裤.jpg" }, { "id": "574eed5a-4057-43f9-8939-266aaa02f72e", "text": "棕色西装+黑衬衫+牛仔裤", "image_filename": "23_ki2DPIIUbho_t351.5s_棕色西装+黑衬衫+牛仔裤.jpg" }, { "id": "33d7cbf7-e20e-4045-92fc-64e89fb5a8a9", "text": "白毛衣叠穿黑衬衫+牛仔裤", "image_filename": "23_ki2DPIIUbho_t365.5s_白毛衣叠穿黑衬衫+牛仔裤.jpg" }, { "id": "300d452e-6cd0-4b68-a5fb-01adfb72a207", "text": "拼色衬衫+黑皮裤", "image_filename": "23_ki2DPIIUbho_t425.5s_拼色衬衫+黑皮裤.jpg" }, { "id": "18568466-bd53-4c96-a8cd-2e0d8824bc52", "text": "牛仔外套+拼色衬衫+白裤", "image_filename": "23_ki2DPIIUbho_t441.5s_牛仔外套+拼色衬衫+白裤.jpg" }, { "id": "ebd0ea6b-e9f1-4278-8d2a-77ce9048a8f4", "text": "拼色衬衫+黑色不规则裙", "image_filename": "23_ki2DPIIUbho_t452.5s_拼色衬衫+黑色不规则裙.jpg" }, { "id": "c491df82-6a6f-4c85-a858-1260baad919d", "text": "拼色衬衫打结+牛仔裤坐凳", "image_filename": "23_ki2DPIIUbho_t466.5s_拼色衬衫打结+牛仔裤坐凳.jpg" } ] } }, "preference_change_context": { "past_context": "I lived in a hot climate and favored above-knee skirts for less coverage.", "current_context": "I have moved from a hot climate to a mild one.", "why_old_basis_expired": "The hot-weather reason for favoring a shorter skirt no longer applies." }, "affected_old_preference": "I prefer above-knee skirts.", "new_preference": "I now prefer a knee-length skirt.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "H" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "sleeve length", "expected_user_reply": "I prefer long sleeves.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H", "I" ] }, { "label": "B", "feature": "skirt length", "expected_user_reply": "I now prefer a knee-length skirt.", "matching_answer_labels": [ "H" ] }, { "label": "C", "feature": "top color pattern", "expected_user_reply": "I prefer a color-blocked top.", "matching_answer_labels": [ "F", "G", "H", "I" ] }, { "label": "D", "feature": "footwear color", "expected_user_reply": "I prefer black footwear.", "matching_answer_labels": [ "B", "F", "H" ] }, { "label": "E", "feature": "top closure style", "expected_user_reply": "I prefer a button-front top.", "matching_answer_labels": [ "A", "B", "C", "D", "F", "G", "H", "I" ] }, { "label": "F", "feature": "collar shape", "expected_user_reply": "I prefer a pointed shirt collar.", "matching_answer_labels": [ "F", "G", "H", "I" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:24:26.218253+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862184+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the model first appears seated on a barstool in a knotted gray-green color-block shirt and light-blue jeans, with a small white dog by her feet and “Look 4” subtitles on the right, now that you have moved from a hot climate to a mild one, tell me which of all the outfits shown suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/23_ki2DPIIUbho/23_ki2DPIIUbho.mp4", "duration_s": 482.541667, "width": 1920, "height": 1080, "fps": { "num": 24, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000024", "source": { "dataset": "YouTube", "video_id": "24_PUsh67O5pVc", "filename": "24_PUsh67O5pVc.mp4", "url": null, "input_filename": "24_PUsh67O5pVc.mp4" }, "media": { "uri": "cases/UPC_000024/video.mp4", "duration_s": 615.648367, "width": 1920, "height": 1080, "frame_count": 37114, "fps": { "num": 60000, "den": 1001, "value": 59.94005994005994 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000024_turn_000001", "query": { "text": "When he raises a paper bag printed with “egg-yolk pastry” and a subtitle card reading “spicy beef egg-yolk pastry” appears, now that the Halloween party is over and you are selecting pastries for a family gathering, tell me which of all the pastries shown so far suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 202.903 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 189.906, "start_frame": 0, "end_frame": 11383 }, "answering": { "start_s": 189.906, "end_s": 202.903, "start_frame": 11383, "end_frame": 12162 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "How do you prefer the pastries to be presented or packaged?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which overall pastry color palette do you currently find most appealing?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What surface decoration do you currently prefer on the pastries?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What general pastry shape do you prefer at this gathering?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Would you rather see one pastry or several displayed together?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which visible surface texture do you prefer on the pastries?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "6779d160-e8fc-4955-b419-ac7de080a7c7", "text": "Round yellow crumb-coated pastries with scattered dark patches in clear box.", "entity_ids": [], "target_view_id": null }, { "option_id": "f2a7c6da-cfd0-4380-a8b1-c87eecc830fa", "text": "Pale yellow twisted pastry strips layered in a clear box.", "entity_ids": [], "target_view_id": null }, { "option_id": "4ae28f0b-b102-499e-aa31-964e16e4476b", "text": "Dark brown domed pastry studded with chocolate-colored chips in fluted cup.", "entity_ids": [], "target_view_id": null }, { "option_id": "5be5bc19-cf11-44ce-a7ff-d8cb90497f8d", "text": "Large cracked golden round pastry edged with black seeds.", "entity_ids": [], "target_view_id": null }, { "option_id": "7580a50e-0186-47b0-87c3-7494da6baaab", "text": "Small yellow pastries topped with round brown stamped discs in white tray.", "entity_ids": [], "target_view_id": null }, { "option_id": "94020c11-0218-484c-a7c9-562f40777890", "text": "Yellow crumb-coated pastry balls grouped in a clear box.", "entity_ids": [], "target_view_id": null }, { "option_id": "0661d397-d726-4e23-b099-57f943322769", "text": "Small golden round buns with smooth and lightly browned tops.", "entity_ids": [], "target_view_id": null }, { "option_id": "a98f0363-9421-4c58-bf01-eba70985be41", "text": "Halved golden pastry revealing a coarse orange-brown center.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "7580a50e-0186-47b0-87c3-7494da6baaab", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer pastries topped with round brown stamped discs.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "24_PUsh67O5pVc:stale_preference:000:e673876a", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When he raises a paper bag printed with “egg-yolk pastry” and a subtitle card reading “spicy beef egg-yolk pastry” appears, now that the Halloween party is over and you are selecting pastries for a family gathering, tell me which of all the pastries shown so far suits you best?", "historical_preference": "I preferred yellow crumb coating with scattered dark patches.\nI was choosing pastries for a Halloween party; The Halloween party is over, and I am selecting pastries for a family gathering.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 202.903, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000024/evidence/turn_000001/option_001.jpg", "cases/UPC_000024/evidence/turn_000001/option_002.jpg", "cases/UPC_000024/evidence/turn_000001/option_003.jpg", "cases/UPC_000024/evidence/turn_000001/option_004.jpg", "cases/UPC_000024/evidence/turn_000001/option_005.jpg", "cases/UPC_000024/evidence/turn_000001/option_006.jpg", "cases/UPC_000024/evidence/turn_000001/option_007.jpg", "cases/UPC_000024/evidence/turn_000001/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当他举起印有“蛋黄酥”字样的纸袋、出现“香辣牛肉蛋黄酥”字幕卡时，告诉我目前出现的所有糕点哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "啵啵芝士泡芙" }, "wrong_answer": { "text": "海苔酥松小贝" }, "answer_options": [ { "id": "6779d160-e8fc-4955-b419-ac7de080a7c7", "text": "海苔酥松小贝", "image_filename": "24_PUsh67O5pVc_t3.9s_海苔酥松小贝.jpg" }, { "id": "f2a7c6da-cfd0-4380-a8b1-c87eecc830fa", "text": "椰蓉扭酥", "image_filename": "24_PUsh67O5pVc_t53.7s_椰蓉扭酥.jpg" }, { "id": "4ae28f0b-b102-499e-aa31-964e16e4476b", "text": "巧克力麦芬蛋糕", "image_filename": "24_PUsh67O5pVc_t75.7s_巧克力麦芬蛋糕.jpg" }, { "id": "5be5bc19-cf11-44ce-a7ff-d8cb90497f8d", "text": "奶香桃酥", "image_filename": "24_PUsh67O5pVc_t86.7s_奶香桃酥.jpg" }, { "id": "7580a50e-0186-47b0-87c3-7494da6baaab", "text": "啵啵芝士泡芙", "image_filename": "24_PUsh67O5pVc_t103.9s_啵啵芝士泡芙.jpg" }, { "id": "94020c11-0218-484c-a7c9-562f40777890", "text": "藤椒鸡丝小贝", "image_filename": "24_PUsh67O5pVc_t128.9s_藤椒鸡丝小贝.jpg" }, { "id": "0661d397-d726-4e23-b099-57f943322769", "text": "原味泡芙", "image_filename": "24_PUsh67O5pVc_t154.4s_原味泡芙.jpg" }, { "id": "a98f0363-9421-4c58-bf01-eba70985be41", "text": "香辣牛肉蛋黄酥", "image_filename": "24_PUsh67O5pVc_t198.8s_香辣牛肉蛋黄酥.jpg" } ] } }, "preference_change_context": { "past_context": "I was choosing pastries for a Halloween party.", "current_context": "The Halloween party is over, and I am selecting pastries for a family gathering.", "why_old_basis_expired": "My party-specific decoration preference no longer applies to the new occasion." }, "affected_old_preference": "I preferred yellow crumb coating with scattered dark patches.", "new_preference": "I prefer pastries topped with round brown stamped discs.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "display container", "expected_user_reply": "I prefer pastries displayed together in a tray or box.", "matching_answer_labels": [ "A", "B", "E", "F", "G" ] }, { "label": "B", "feature": "overall color palette", "expected_user_reply": "I prefer pastries with visible yellow coloring.", "matching_answer_labels": [ "A", "B", "E", "F", "G", "H" ] }, { "label": "C", "feature": "surface decoration", "expected_user_reply": "I prefer pastries topped with round brown stamped discs.", "matching_answer_labels": [ "E" ] }, { "label": "D", "feature": "general shape", "expected_user_reply": "I prefer rounded pastries.", "matching_answer_labels": [ "A", "C", "D", "E", "F", "G", "H" ] }, { "label": "E", "feature": "displayed quantity", "expected_user_reply": "I prefer several pastries displayed together.", "matching_answer_labels": [ "A", "B", "E", "F", "G" ] }, { "label": "F", "feature": "surface texture", "expected_user_reply": "I prefer mostly smooth surfaces.", "matching_answer_labels": [ "E", "G", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:28:53.686848+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862285+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When he raises a paper bag printed with “egg-yolk pastry” and a subtitle card reading “spicy beef egg-yolk pastry” appears, now that the Halloween party is over and you are selecting pastries for a family gathering, tell me which of all the pastries shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000024_turn_000002", "query": { "text": "When he raises a clear box containing two sesame-covered round pastries and the “Chestnut Cake” title card appears, now that you have replaced your wedge-divided serving tray with open platters, tell me which of all the pastries shown so far best suits you?", "language": "en" }, "query_time_s": 202.903, "time_range": { "start_s": 202.903, "end_s": 431.798 }, "windows": { "waiting": null, "asking": { "start_s": 202.903, "end_s": 416.299, "start_frame": 12162, "end_frame": 24953 }, "answering": { "start_s": 416.299, "end_s": 431.798, "start_frame": 24953, "end_frame": 25882 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you prefer pastries presented in clear rigid plastic containers?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "How many pastries do you prefer visible in one package?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which dominant pastry color do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which pastry form do you currently prefer: wedge-shaped or individual cup-shaped?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer pastries without a loose crumb coating?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What degree of dark browning do you prefer on top?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "19c35778-a2bc-4f23-9e8c-9f55fe04de85", "text": "Triangular pastry slice with a glossy dark amber top.", "entity_ids": [], "target_view_id": null }, { "option_id": "4c1d24be-7df6-4d1a-aeef-b5b49a1f22a5", "text": "Box of pale yellow oval sandwich-like pastries.", "entity_ids": [], "target_view_id": null }, { "option_id": "c4b5f9b6-d60b-47f2-93c1-6a079270c0db", "text": "Clear box of golden curled layered pastries.", "entity_ids": [], "target_view_id": null }, { "option_id": "0210bd28-cc2c-432f-9aae-2d23ba3da026", "text": "Clear tray of four pink crumb-coated round pastries.", "entity_ids": [], "target_view_id": null }, { "option_id": "7973095e-b765-4ff5-be1c-ea99a9403658", "text": "White tray holding two pale yellow dimpled round pastries.", "entity_ids": [], "target_view_id": null }, { "option_id": "bdf0986f-7724-4c9b-b294-9afe0d51ac89", "text": "White tray of rectangular crumb-topped layered pastry bars.", "entity_ids": [], "target_view_id": null }, { "option_id": "3ca74ab6-80c6-4751-9914-21867749bfec", "text": "Clear box holding two round yellow custard-centered tarts.", "entity_ids": [], "target_view_id": null }, { "option_id": "4e43963f-ff4d-4005-b3e1-a4080c7c68f3", "text": "Clear-front bag filled with small tan round pastries.", "entity_ids": [], "target_view_id": null }, { "option_id": "87223a19-11f5-4e33-bf8e-8fc914fa8380", "text": "Clear box holding two round sesame-covered pastries.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "3ca74ab6-80c6-4751-9914-21867749bfec", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer individual cup-shaped pastries.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "24_PUsh67O5pVc:stale_preference:001:5f5d91ce", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When he raises a clear box containing two sesame-covered round pastries and the “Chestnut Cake” title card appears, now that you have replaced your wedge-divided serving tray with open platters, tell me which of all the pastries shown so far best suits you?", "historical_preference": "I preferred wedge-shaped pastries.\nMy wedge-divided serving tray required wedge-shaped pastries; I have replaced the divided tray with open flat platters.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 202.903, "original_segment_end_s": 431.798, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000024/evidence/turn_000002/option_001.jpg", "cases/UPC_000024/evidence/turn_000002/option_002.jpg", "cases/UPC_000024/evidence/turn_000002/option_003.jpg", "cases/UPC_000024/evidence/turn_000002/option_004.jpg", "cases/UPC_000024/evidence/turn_000002/option_005.jpg", "cases/UPC_000024/evidence/turn_000002/option_006.jpg", "cases/UPC_000024/evidence/turn_000002/option_007.jpg", "cases/UPC_000024/evidence/turn_000002/option_008.jpg", "cases/UPC_000024/evidence/turn_000002/option_009.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当他举起装有两个芝麻圆饼的透明盒、出现“板栗饼”字幕卡时，告诉我目前出现的所有糕点哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "流心芝士蛋挞" }, "wrong_answer": { "text": "司康" }, "answer_options": [ { "id": "19c35778-a2bc-4f23-9e8c-9f55fe04de85", "text": "司康", "image_filename": "24_PUsh67O5pVc_t203.6s_司康.jpg" }, { "id": "4c1d24be-7df6-4d1a-aeef-b5b49a1f22a5", "text": "鳕贝蛋糕", "image_filename": "24_PUsh67O5pVc_t241.7s_鳕贝蛋糕.jpg" }, { "id": "c4b5f9b6-d60b-47f2-93c1-6a079270c0db", "text": "蝴蝶酥", "image_filename": "24_PUsh67O5pVc_t263.7s_蝴蝶酥.jpg" }, { "id": "0210bd28-cc2c-432f-9aae-2d23ba3da026", "text": "白桃风味小贝", "image_filename": "24_PUsh67O5pVc_t291.9s_白桃风味小贝.jpg" }, { "id": "7973095e-b765-4ff5-be1c-ea99a9403658", "text": "榴莲奶贝蛋糕", "image_filename": "24_PUsh67O5pVc_t309.7s_榴莲奶贝蛋糕.jpg" }, { "id": "bdf0986f-7724-4c9b-b294-9afe0d51ac89", "text": "拿破仑蛋糕", "image_filename": "24_PUsh67O5pVc_t347.4s_拿破仑蛋糕.jpg" }, { "id": "3ca74ab6-80c6-4751-9914-21867749bfec", "text": "流心芝士蛋挞", "image_filename": "24_PUsh67O5pVc_t374.9s_流心芝士蛋挞.jpg" }, { "id": "4e43963f-ff4d-4005-b3e1-a4080c7c68f3", "text": "奶香提子酥", "image_filename": "24_PUsh67O5pVc_t397.7s_奶香提子酥.jpg" }, { "id": "87223a19-11f5-4e33-bf8e-8fc914fa8380", "text": "板栗饼", "image_filename": "24_PUsh67O5pVc_t416.8s_板栗饼.jpg" } ] } }, "preference_change_context": { "past_context": "My wedge-divided serving tray required wedge-shaped pastries.", "current_context": "I have replaced the divided tray with open flat platters.", "why_old_basis_expired": "The open platters no longer impose the former wedge-shape requirement." }, "affected_old_preference": "I preferred wedge-shaped pastries.", "new_preference": "I now prefer individual cup-shaped pastries.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "G" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "container transparency and material", "expected_user_reply": "I prefer clear rigid plastic containers.", "matching_answer_labels": [ "C", "D", "G", "I" ] }, { "label": "B", "feature": "visible package quantity", "expected_user_reply": "I prefer exactly two visible pastries.", "matching_answer_labels": [ "E", "G", "I" ] }, { "label": "C", "feature": "dominant pastry color", "expected_user_reply": "I prefer predominantly yellow pastries.", "matching_answer_labels": [ "B", "E", "G", "I" ] }, { "label": "D", "feature": "pastry form", "expected_user_reply": "I now prefer individual cup-shaped pastries.", "matching_answer_labels": [ "G" ] }, { "label": "E", "feature": "loose crumb coating", "expected_user_reply": "I prefer pastries without a loose crumb coating.", "matching_answer_labels": [ "A", "B", "C", "E", "G", "H", "I" ] }, { "label": "F", "feature": "dark top browning", "expected_user_reply": "I prefer visibly dark browned patches.", "matching_answer_labels": [ "A", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:26:37.537894+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862289+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When he raises a clear box containing two sesame-covered round pastries and the “Chestnut Cake” title card appears, now that you have replaced your wedge-divided serving tray with open platters, tell me which of all the pastries shown so far best suits you?", "language": "en" } } } }, { "turn_id": "UPC_000024_turn_000003", "query": { "text": "When he lifts a transparent box holding four dark-brown floss-covered balls and the “Black Truffle Xiaobei” title card appears, now that the sesame-themed bake sale has ended and you are choosing for a family tea, tell me which of all the pastries shown so far suits you best?", "language": "en" }, "query_time_s": 431.798, "time_range": { "start_s": 431.798, "end_s": 615.598 }, "windows": { "waiting": null, "asking": { "start_s": 431.798, "end_s": 602.602, "start_frame": 25882, "end_frame": 36120 }, "answering": { "start_s": 602.602, "end_s": 612.595, "start_frame": 36120, "end_frame": 36719 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What overall pastry color do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What general pastry shape do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "How many pastries per package do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What visible topping style do you currently prefer on the pastries?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What type of presentation container do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer pastries with exposed or concealed fillings?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "a90df49d-880d-4950-8709-63d8eb464726", "text": "Clear box of golden rectangular pastries scattered with small white seeds.", "entity_ids": [], "target_view_id": null }, { "option_id": "c2548e28-030a-4b16-ad1e-59c6c7eb9ffc", "text": "Two round yellow tarts topped with sparse pale oval slices.", "entity_ids": [], "target_view_id": null }, { "option_id": "eaca396a-c918-4c2c-ba91-f3d9b2cdb419", "text": "Four pale-golden round pastries covered in fine flaky crumbs.", "entity_ids": [], "target_view_id": null }, { "option_id": "8feea1f2-e532-4c99-8a62-da6b03736388", "text": "Square yellow pastry cross-section exposing glossy amber-brown filling.", "entity_ids": [], "target_view_id": null }, { "option_id": "900a1be3-edd4-4896-8546-e1056ed8e954", "text": "Two round glossy yellow-topped pastries in a white paper tray.", "entity_ids": [], "target_view_id": null }, { "option_id": "5e24c346-886d-42ba-ae28-0b1bbc92f8dc", "text": "Four reddish-brown round crumb-coated pastries with scattered pale flakes.", "entity_ids": [], "target_view_id": null }, { "option_id": "71aab0f5-022f-4b65-9f11-fe018543490a", "text": "Golden rectangular pastries topped with scattered dark seeds in clear box.", "entity_ids": [], "target_view_id": null }, { "option_id": "924b4fbe-6a84-4be6-bac6-9071bc542273", "text": "Four round pastries coated in thick white textured covering.", "entity_ids": [], "target_view_id": null }, { "option_id": "a5dbe195-abbf-4805-93c1-fd0567347211", "text": "Four dark-brown round pastries covered in coarse fibrous crumbs.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "c2548e28-030a-4b16-ad1e-59c6c7eb9ffc", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer sparse large pale oval slices arranged on smooth tops.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "24_PUsh67O5pVc:stale_preference:002:dd389d91", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When he lifts a transparent box holding four dark-brown floss-covered balls and the “Black Truffle Xiaobei” title card appears, now that the sesame-themed bake sale has ended and you are choosing for a family tea, tell me which of all the pastries shown so far suits you best?", "historical_preference": "I preferred many small white seeds scattered over smooth pastry tops.\nA sesame-themed bake sale required pastries visibly topped with small white seeds; The bake sale has ended, and I am choosing pastries for a family tea.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 431.798, "original_segment_end_s": 615.598, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000024/evidence/turn_000003/option_001.jpg", "cases/UPC_000024/evidence/turn_000003/option_002.jpg", "cases/UPC_000024/evidence/turn_000003/option_003.jpg", "cases/UPC_000024/evidence/turn_000003/option_004.jpg", "cases/UPC_000024/evidence/turn_000003/option_005.jpg", "cases/UPC_000024/evidence/turn_000003/option_006.jpg", "cases/UPC_000024/evidence/turn_000003/option_007.jpg", "cases/UPC_000024/evidence/turn_000003/option_008.jpg", "cases/UPC_000024/evidence/turn_000003/option_009.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当他举起装有四个深棕色肉松球的透明盒、出现“黑松露小贝”字幕卡时，告诉我目前出现的所有糕点哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "芋泥蛋黄酥" }, "wrong_answer": { "text": "山楂软酥" }, "answer_options": [ { "id": "a90df49d-880d-4950-8709-63d8eb464726", "text": "山楂软酥", "image_filename": "24_PUsh67O5pVc_t432.4s_山楂软酥.jpg" }, { "id": "c2548e28-030a-4b16-ad1e-59c6c7eb9ffc", "text": "芋泥蛋黄酥", "image_filename": "24_PUsh67O5pVc_t458.7s_芋泥蛋黄酥.jpg" }, { "id": "eaca396a-c918-4c2c-ba91-f3d9b2cdb419", "text": "蟹黄酥松小贝", "image_filename": "24_PUsh67O5pVc_t472.4s_蟹黄酥松小贝.jpg" }, { "id": "8feea1f2-e532-4c99-8a62-da6b03736388", "text": "土凤梨酥", "image_filename": "24_PUsh67O5pVc_t491.9s_土凤梨酥.jpg" }, { "id": "900a1be3-edd4-4896-8546-e1056ed8e954", "text": "盘挞", "image_filename": "24_PUsh67O5pVc_t499.7s_盘挞.jpg" }, { "id": "5e24c346-886d-42ba-ae28-0b1bbc92f8dc", "text": "巧克力坚果风味小贝", "image_filename": "24_PUsh67O5pVc_t516.7s_巧克力坚果风味小贝.jpg" }, { "id": "71aab0f5-022f-4b65-9f11-fe018543490a", "text": "枣泥软酥", "image_filename": "24_PUsh67O5pVc_t538.4s_枣泥软酥.jpg" }, { "id": "924b4fbe-6a84-4be6-bac6-9071bc542273", "text": "原味奶贝", "image_filename": "24_PUsh67O5pVc_t569.4s_原味奶贝.jpg" }, { "id": "a5dbe195-abbf-4805-93c1-fd0567347211", "text": "黑松露小贝", "image_filename": "24_PUsh67O5pVc_t603.4s_黑松露小贝.jpg" } ] } }, "preference_change_context": { "past_context": "A sesame-themed bake sale required pastries visibly topped with small white seeds.", "current_context": "The bake sale has ended, and I am choosing pastries for a family tea.", "why_old_basis_expired": "The former white-seed requirement applied only to the completed themed event." }, "affected_old_preference": "I preferred many small white seeds scattered over smooth pastry tops.", "new_preference": "I now prefer sparse large pale oval slices arranged on smooth tops.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "B" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "overall pastry color", "expected_user_reply": "I prefer predominantly golden-yellow pastries.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "G" ] }, { "label": "B", "feature": "general pastry shape", "expected_user_reply": "I prefer round pastries.", "matching_answer_labels": [ "B", "C", "E", "F", "H", "I" ] }, { "label": "C", "feature": "number of pastries per package", "expected_user_reply": "I prefer packages showing exactly two pastries.", "matching_answer_labels": [ "B", "E" ] }, { "label": "D", "feature": "visible topping style", "expected_user_reply": "I now prefer sparse large pale oval slices arranged on smooth tops.", "matching_answer_labels": [ "B" ] }, { "label": "E", "feature": "presentation container material", "expected_user_reply": "I prefer pastries presented in clear plastic containers.", "matching_answer_labels": [ "A", "B", "C", "F", "G", "H", "I" ] }, { "label": "F", "feature": "filling visibility", "expected_user_reply": "I prefer pastries without exposed fillings.", "matching_answer_labels": [ "B", "C", "E", "F", "H", "I" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:26:45.316127+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862293+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When he lifts a transparent box holding four dark-brown floss-covered balls and the “Black Truffle Xiaobei” title card appears, now that the sesame-themed bake sale has ended and you are choosing for a family tea, tell me which of all the pastries shown so far suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/24_PUsh67O5pVc/24_PUsh67O5pVc.mp4", "duration_s": 615.648367, "width": 1920, "height": 1080, "fps": { "num": 60000, "den": 1001 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000025", "source": { "dataset": "YouTube", "video_id": "25_cOoxbz_1CIQ", "filename": "25_cOoxbz_1CIQ.mp4", "url": null, "input_filename": "25_cOoxbz_1CIQ.mp4" }, "media": { "uri": "cases/UPC_000025/video.mp4", "duration_s": 779.16, "width": 1920, "height": 1080, "frame_count": 19479, "fps": { "num": 25, "den": 1, "value": 25.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000025_turn_000001", "query": { "text": "When the view cuts to a foil-wrapper close-up and then becomes a split screen with Wild Berry packaging on the left and a hand holding a purple-frosted pastry on the right, now that you work from home and no longer need snacks to fit a formal office display, tell me which of the currently shown Pop-Tarts flavors suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 305.28 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 282.04, "start_frame": 0, "end_frame": 7051 }, "answering": { "start_s": 282.04, "end_s": 287.52, "start_frame": 7051, "end_frame": 7188 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What dominant package color do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What frosting color and sprinkle pattern do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What pastry shape do you currently want?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer packaging with visible fruit imagery?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What visible pastry count should your package display?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What visible filling color do you currently prefer?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "d189b5a2-899e-4d5e-b919-60ffd88df68d", "text": "Blue box labeled Frosted Chocolate Fudge with brown, white-speckled pastry.", "entity_ids": [], "target_view_id": null }, { "option_id": "ab9e7d42-74fa-4442-9574-c63c7d30fae8", "text": "Blue box labeled Frosted S'mores with smooth brown-frosted pastry.", "entity_ids": [], "target_view_id": null }, { "option_id": "1f2f14af-9463-4057-b07c-6be0741252bd", "text": "Blue box labeled Frosted Cherry with pink, red-speckled pastry.", "entity_ids": [], "target_view_id": null }, { "option_id": "32ce614c-890a-4217-add3-8c318c410474", "text": "Blue box labeled Frosted Raspberry with white, red-speckled pastry.", "entity_ids": [], "target_view_id": null }, { "option_id": "c6eb955b-366e-4592-bee3-12057fe8d00e", "text": "Handheld rectangular pastry with purple frosting and bright cyan drizzle.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "1f2f14af-9463-4057-b07c-6be0741252bd", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer pink frosting with red sprinkles.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "25_cOoxbz_1CIQ:stale_preference:000:6c1ba227", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the view cuts to a foil-wrapper close-up and then becomes a split screen with Wild Berry packaging on the left and a hand holding a purple-frosted pastry on the right, now that you work from home and no longer need snacks to fit a formal office display, tell me which of the currently shown Pop-Tarts flavors suits you best?", "historical_preference": "I prefer brown frosting with white sprinkles.\nI previously needed pastries for a formal office display, so I preferred brown frosting with white sprinkles; I now work from home and no longer need snacks to fit a formal office display.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 305.28, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000025/evidence/turn_000001/option_001.jpg", "cases/UPC_000025/evidence/turn_000001/option_002.jpg", "cases/UPC_000025/evidence/turn_000001/option_003.jpg", "cases/UPC_000025/evidence/turn_000001/option_004.jpg", "cases/UPC_000025/evidence/turn_000001/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切成锡纸包特写并随后变成左侧 Wild Berry 包装图、右侧手持紫色糖霜馅饼的分屏时，告诉我目前出现的所有 Pop-Tarts 口味哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "樱桃味" }, "wrong_answer": { "text": "巧克力软糖味" }, "answer_options": [ { "id": "d189b5a2-899e-4d5e-b919-60ffd88df68d", "text": "巧克力软糖味", "image_filename": "25_cOoxbz_1CIQ_t5.0s_巧克力软糖味.jpg" }, { "id": "ab9e7d42-74fa-4442-9574-c63c7d30fae8", "text": "棉花糖夹心味", "image_filename": "25_cOoxbz_1CIQ_t93.0s_棉花糖夹心味.jpg" }, { "id": "1f2f14af-9463-4057-b07c-6be0741252bd", "text": "樱桃味", "image_filename": "25_cOoxbz_1CIQ_t147.0s_樱桃味.jpg" }, { "id": "32ce614c-890a-4217-add3-8c318c410474", "text": "树莓味", "image_filename": "25_cOoxbz_1CIQ_t229.0s_树莓味.jpg" }, { "id": "c6eb955b-366e-4592-bee3-12057fe8d00e", "text": "野莓味", "image_filename": "25_cOoxbz_1CIQ_t286.0s_野莓味.jpg" } ] } }, "preference_change_context": { "past_context": "I previously needed pastries for a formal office display, so I preferred brown frosting with white sprinkles.", "current_context": "I now work from home and no longer need snacks to fit a formal office display.", "why_old_basis_expired": "The office-display requirement that motivated my former frosting preference no longer applies." }, "affected_old_preference": "I prefer brown frosting with white sprinkles.", "new_preference": "I prefer pink frosting with red sprinkles.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "dominant package color", "expected_user_reply": "I prefer blue packaging.", "matching_answer_labels": [ "A", "B", "C", "D" ] }, { "label": "B", "feature": "frosting color and sprinkle pattern", "expected_user_reply": "I prefer pink frosting with red sprinkles.", "matching_answer_labels": [ "C" ] }, { "label": "C", "feature": "pastry shape", "expected_user_reply": "I prefer a rectangular pastry.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "D", "feature": "visible fruit imagery on packaging", "expected_user_reply": "I prefer packaging with visible fruit imagery.", "matching_answer_labels": [ "C", "D" ] }, { "label": "E", "feature": "visible package pastry count", "expected_user_reply": "I want a package displaying 8 pastries.", "matching_answer_labels": [ "A", "B", "C", "D" ] }, { "label": "F", "feature": "visible filling color", "expected_user_reply": "I prefer red filling.", "matching_answer_labels": [ "C", "D" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:24:17.820384+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862188+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the view cuts to a foil-wrapper close-up and then becomes a split screen with Wild Berry packaging on the left and a hand holding a purple-frosted pastry on the right, now that you work from home and no longer need snacks to fit a formal office display, tell me which of the currently shown Pop-Tarts flavors suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000025_turn_000002", "query": { "text": "When the view cuts to a front close-up of the Frosted Chocolate Chip box and she then raises a pastry with a chocolate-drizzle pattern, now that the rainbow-themed birthday party has ended and you are choosing an everyday office snack, tell me which of all the Pop-Tarts varieties shown is best for you?", "language": "en" }, "query_time_s": 305.28, "time_range": { "start_s": 305.28, "end_s": 498.92 }, "windows": { "waiting": null, "asking": { "start_s": 305.28, "end_s": 443.84, "start_frame": 7632, "end_frame": 11096 }, "answering": { "start_s": 443.84, "end_s": 454.64, "start_frame": 11096, "end_frame": 11366 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What dominant packaging color do you currently prefer for your choice?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer visible frosting on the pastry image?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What package shape do you currently prefer for your choice?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What logo-letter color do you currently prefer on the box?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which pastry topping pattern do you currently prefer among the shown designs?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which displayed calorie count do you currently prefer on the package?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_e", "correct_option_ids": [ "ask_e" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "561ae60f-ef63-4ea8-9ddb-257eb33ccaa0", "text": "Blue Pop-Tarts box reading Frosted Strawberry with colorful pastry sprinkles.", "entity_ids": [], "target_view_id": null }, { "option_id": "e4850080-7e1a-4b5a-890f-6924ed0c8116", "text": "Blue box reading Unfrosted Blueberry with plain perforated pastry.", "entity_ids": [], "target_view_id": null }, { "option_id": "6df6c6a3-1e9f-4fbf-aafb-6070032f2ef2", "text": "Blue box reading Frosted Boston Creme Donut with solid brown frosting.", "entity_ids": [], "target_view_id": null }, { "option_id": "cd72fefd-8df4-4264-9a7e-a0c8f415ce2c", "text": "Blue box reading Frosted Cookies & Crème with dark crumb speckles.", "entity_ids": [], "target_view_id": null }, { "option_id": "f8faac37-f3fe-4fec-85b2-865c1632fd2d", "text": "Blue box reading Frosted Chocolate Chip with brown drizzle and chips.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "f8faac37-f3fe-4fec-85b2-865c1632fd2d", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a brown drizzled topping.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "25_cOoxbz_1CIQ:stale_preference:001:fa649884", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the view cuts to a front close-up of the Frosted Chocolate Chip box and she then raises a pastry with a chocolate-drizzle pattern, now that the rainbow-themed birthday party has ended and you are choosing an everyday office snack, tell me which of all the Pop-Tarts varieties shown is best for you?", "historical_preference": "I prefer a colorful sprinkle topping.\nI previously needed a colorful sprinkle topping for a rainbow-themed birthday party; The party has ended, and I am now choosing an everyday office snack.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 305.28, "original_segment_end_s": 498.92, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000025/evidence/turn_000002/option_001.jpg", "cases/UPC_000025/evidence/turn_000002/option_002.jpg", "cases/UPC_000025/evidence/turn_000002/option_003.jpg", "cases/UPC_000025/evidence/turn_000002/option_004.jpg", "cases/UPC_000025/evidence/turn_000002/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切成 Frosted Chocolate Chip 包装盒正面特写、随后她举起带巧克力淋酱花纹的馅饼时，告诉我目前出现的所有 Pop-Tarts 口味哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "巧克力豆味" }, "wrong_answer": { "text": "草莓味" }, "answer_options": [ { "id": "561ae60f-ef63-4ea8-9ddb-257eb33ccaa0", "text": "草莓味", "image_filename": "25_cOoxbz_1CIQ_t306.2s_草莓味.jpg" }, { "id": "e4850080-7e1a-4b5a-890f-6924ed0c8116", "text": "无糖霜蓝莓味", "image_filename": "25_cOoxbz_1CIQ_t328.0s_无糖霜蓝莓味.jpg" }, { "id": "6df6c6a3-1e9f-4fbf-aafb-6070032f2ef2", "text": "波士顿奶油甜甜圈味", "image_filename": "25_cOoxbz_1CIQ_t374.0s_波士顿奶油甜甜圈味.jpg" }, { "id": "cd72fefd-8df4-4264-9a7e-a0c8f415ce2c", "text": "曲奇奶油味", "image_filename": "25_cOoxbz_1CIQ_t407.0s_曲奇奶油味.jpg" }, { "id": "f8faac37-f3fe-4fec-85b2-865c1632fd2d", "text": "巧克力豆味", "image_filename": "25_cOoxbz_1CIQ_t445.0s_巧克力豆味.jpg" } ] } }, "preference_change_context": { "past_context": "I previously needed a colorful sprinkle topping for a rainbow-themed birthday party.", "current_context": "The party has ended, and I am now choosing an everyday office snack.", "why_old_basis_expired": "The former sprinkle requirement only served the party theme, which no longer applies." }, "affected_old_preference": "I prefer a colorful sprinkle topping.", "new_preference": "I prefer a brown drizzled topping.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "dominant packaging color", "expected_user_reply": "I prefer blue packaging.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "B", "feature": "visible frosting presence", "expected_user_reply": "I prefer visibly frosted pastries.", "matching_answer_labels": [ "A", "C", "D", "E" ] }, { "label": "C", "feature": "package shape", "expected_user_reply": "I prefer an upright rectangular package.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "D", "feature": "logo lettering color", "expected_user_reply": "I prefer white logo lettering.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "E", "feature": "pastry topping pattern", "expected_user_reply": "I prefer a brown drizzled topping.", "matching_answer_labels": [ "E" ] }, { "label": "F", "feature": "displayed calorie count", "expected_user_reply": "I prefer packages displaying 380 calories.", "matching_answer_labels": [ "B", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:24:42.626929+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862192+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the view cuts to a front close-up of the Frosted Chocolate Chip box and she then raises a pastry with a chocolate-drizzle pattern, now that the rainbow-themed birthday party has ended and you are choosing an everyday office snack, tell me which of all the Pop-Tarts varieties shown is best for you?", "language": "en" } } } }, { "turn_id": "UPC_000025_turn_000003", "query": { "text": "When the shot cuts to a package close-up bearing a yellow LEMON CRÈME PIE banner and she then raises a yellow-frosted pastry, now that your purple-themed weekly gathering has ended, tell me which of all the Pop-Tarts flavors currently shown suits you best?", "language": "en" }, "query_time_s": 498.92, "time_range": { "start_s": 498.92, "end_s": 779.12 }, "windows": { "waiting": null, "asking": { "start_s": 498.92, "end_s": 764.6, "start_frame": 12473, "end_frame": 19115 }, "answering": { "start_s": 764.6, "end_s": 776.12, "start_frame": 19115, "end_frame": 19403 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What overall pastry color do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "How much visible frosting coverage do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which frosting decoration pattern do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What pastry shape do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What presentation style do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which topping color do you currently prefer?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "f3b19ad8-9ac3-4e4c-bca6-e6b48d999d06", "text": "Blue Pop-Tarts Frosted Grape box with lavender-speckled pastry image.", "entity_ids": [], "target_view_id": null }, { "option_id": "49534c4d-576a-48fe-8f69-743ae2dcacef", "text": "Pale rectangular pastry with irregular white looping drizzle.", "entity_ids": [], "target_view_id": null }, { "option_id": "35085cf7-c196-4992-ab37-38e922472ac8", "text": "Blue Frosted Hot Fudge Sundae box with sprinkled pastry image.", "entity_ids": [], "target_view_id": null }, { "option_id": "49616f3f-8684-453d-b9ce-c9a074269315", "text": "Blue Frosted Brown Sugar Cinnamon box with plain tan frosting.", "entity_ids": [], "target_view_id": null }, { "option_id": "dba10428-91ce-4e24-8512-f4502425aeb8", "text": "Blue Eggo Frosted Maple Flavor box with yellow lattice pastry image.", "entity_ids": [], "target_view_id": null }, { "option_id": "9f21fc8c-be3f-4a57-abff-cc8447288661", "text": "Blue Lemon Crème Pie box with yellow-frosted pastry image.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "49534c4d-576a-48fe-8f69-743ae2dcacef", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer white looping drizzle.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "25_cOoxbz_1CIQ:stale_preference:002:c53e05f2", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the shot cuts to a package close-up bearing a yellow LEMON CRÈME PIE banner and she then raises a yellow-frosted pastry, now that your purple-themed weekly gathering has ended, tell me which of all the Pop-Tarts flavors currently shown suits you best?", "historical_preference": "I prefer lavender-speckled frosting.\nI previously chose pastries for a recurring purple-themed gathering; My purple-themed weekly gathering has ended.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 498.92, "original_segment_end_s": 779.12, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000025/evidence/turn_000003/option_001.jpg", "cases/UPC_000025/evidence/turn_000003/option_002.jpg", "cases/UPC_000025/evidence/turn_000003/option_003.jpg", "cases/UPC_000025/evidence/turn_000003/option_004.jpg", "cases/UPC_000025/evidence/turn_000003/option_005.jpg", "cases/UPC_000025/evidence/turn_000003/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切成印有黄色横幅 LEMON CRÈME PIE 的包装盒特写、随后她举起黄色糖霜馅饼时，告诉我目前出现的所有 Pop-Tarts 口味哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "苹果馅饼味" }, "wrong_answer": { "text": "葡萄味" }, "answer_options": [ { "id": "f3b19ad8-9ac3-4e4c-bca6-e6b48d999d06", "text": "葡萄味", "image_filename": "25_cOoxbz_1CIQ_t500.0s_葡萄味.jpg" }, { "id": "49534c4d-576a-48fe-8f69-743ae2dcacef", "text": "苹果馅饼味", "image_filename": "25_cOoxbz_1CIQ_t561.3s_苹果馅饼味.jpg" }, { "id": "35085cf7-c196-4992-ab37-38e922472ac8", "text": "热巧克力圣代味", "image_filename": "25_cOoxbz_1CIQ_t627.0s_热巧克力圣代味.jpg" }, { "id": "49616f3f-8684-453d-b9ce-c9a074269315", "text": "红糖肉桂味", "image_filename": "25_cOoxbz_1CIQ_t687.3s_红糖肉桂味.jpg" }, { "id": "dba10428-91ce-4e24-8512-f4502425aeb8", "text": "Eggo华夫饼味", "image_filename": "25_cOoxbz_1CIQ_t725.0s_Eggo华夫饼味.jpg" }, { "id": "9f21fc8c-be3f-4a57-abff-cc8447288661", "text": "柠檬奶油派味", "image_filename": "25_cOoxbz_1CIQ_t767.5s_柠檬奶油派味.jpg" } ] } }, "preference_change_context": { "past_context": "I previously chose pastries for a recurring purple-themed gathering.", "current_context": "My purple-themed weekly gathering has ended.", "why_old_basis_expired": "The ended gathering no longer provides a reason to favor purple-speckled decoration." }, "affected_old_preference": "I prefer lavender-speckled frosting.", "new_preference": "I prefer white looping drizzle.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "B" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "overall pastry color", "expected_user_reply": "I prefer a pale pastry color.", "matching_answer_labels": [ "B", "D", "E" ] }, { "label": "B", "feature": "visible frosting coverage", "expected_user_reply": "I prefer visible frosting or icing.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "C", "feature": "frosting decoration pattern", "expected_user_reply": "I prefer white looping drizzle.", "matching_answer_labels": [ "B" ] }, { "label": "D", "feature": "pastry shape", "expected_user_reply": "I prefer rectangular pastries.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "E", "feature": "presentation style", "expected_user_reply": "I prefer a visibly hand-held presentation.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "F", "feature": "topping color", "expected_user_reply": "I prefer white topping details.", "matching_answer_labels": [ "B", "C", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:24:30.981029+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862196+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the shot cuts to a package close-up bearing a yellow LEMON CRÈME PIE banner and she then raises a yellow-frosted pastry, now that your purple-themed weekly gathering has ended, tell me which of all the Pop-Tarts flavors currently shown suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/25_cOoxbz_1CIQ/25_cOoxbz_1CIQ.mp4", "duration_s": 779.16, "width": 1920, "height": 1080, "fps": { "num": 25, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000026", "source": { "dataset": "YouTube", "video_id": "26_LDmhQuCi5T0", "filename": "26_LDmhQuCi5T0.mp4", "url": null, "input_filename": "26_LDmhQuCi5T0.mp4" }, "media": { "uri": "cases/UPC_000026/video.mp4", "duration_s": 621.0204, "width": 1920, "height": 1080, "frame_count": 37302, "fps": { "num": 60000, "den": 1001, "value": 59.94005994005994 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000026_turn_000001", "query": { "text": "When the green melon Kit Kat box first appears on screen, now that you no longer host weekly group gatherings, tell me which Kit Kat variety shown so far best suits you?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 137.704 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 107.808, "start_frame": 0, "end_frame": 6462 }, "answering": { "start_s": 107.808, "end_s": 116.9, "start_frame": 6462, "end_frame": 7007 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which package color accents do you currently prefer, green or non-green?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer packages with a wide, horizontal silhouette?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer a prominent red-and-white KitKat logo?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which package format do you currently prefer: multipack bag, wrapper, or box?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer packaging featuring pictures of the highlighted food?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer packages with a visible numerical quantity marking?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "0e67d095-c58c-4f13-94a7-184ff0ceabdf", "text": "Red KitKat Mix multipack bag with multicolored flavor panels.", "entity_ids": [], "target_view_id": null }, { "option_id": "799e6b57-ac75-4ee2-b03d-42416453a8b0", "text": "Red KitKat mini wrapper labeled CLASSIC.", "entity_ids": [], "target_view_id": null }, { "option_id": "596fdc37-6426-4eec-ae0b-ae849c7c88bd", "text": "Red-and-cream KitKat mini wrapper labeled WHITE with pale chunk graphics.", "entity_ids": [], "target_view_id": null }, { "option_id": "82c111d8-caeb-417e-854d-3b02db86be01", "text": "Red-and-green KitKat mini wrapper labeled HAZELNUT with nut graphics.", "entity_ids": [], "target_view_id": null }, { "option_id": "c764f40e-9687-41b4-a5dd-b464c7c0fc9b", "text": "Red-and-blue KitKat mini wrapper labeled SALTED CARAMEL.", "entity_ids": [], "target_view_id": null }, { "option_id": "ec77dc75-429c-49f4-8847-cabe1b578c8e", "text": "Bright green KitKat Melon box with an orange melon slice.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ec77dc75-429c-49f4-8847-cabe1b578c8e", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a rigid rectangular box.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "26_LDmhQuCi5T0:stale_preference:000:7156d695", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the green melon Kit Kat box first appears on screen, now that you no longer host weekly group gatherings, tell me which Kit Kat variety shown so far best suits you?", "historical_preference": "I prefer a flexible multipack bag for group sharing.\nI hosted weekly group gatherings and preferred a bag suited to sharing multiple pieces; I no longer host weekly group gatherings.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 137.704, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000026/evidence/turn_000001/option_001.jpg", "cases/UPC_000026/evidence/turn_000001/option_002.jpg", "cases/UPC_000026/evidence/turn_000001/option_003.jpg", "cases/UPC_000026/evidence/turn_000001/option_004.jpg", "cases/UPC_000026/evidence/turn_000001/option_005.jpg", "cases/UPC_000026/evidence/turn_000001/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当绿色蜜瓜口味 Kit Kat 盒子第一次出现在画面中时，告诉我目前出现的所有奇巧口味哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "北海道蜜瓜" }, "wrong_answer": { "text": "迷你混合装" }, "answer_options": [ { "id": "0e67d095-c58c-4f13-94a7-184ff0ceabdf", "text": "迷你混合装", "image_filename": "26_LDmhQuCi5T0_t1.2s_迷你混合装.jpg" }, { "id": "799e6b57-ac75-4ee2-b03d-42416453a8b0", "text": "经典牛奶巧克力", "image_filename": "26_LDmhQuCi5T0_t6.9s_经典牛奶巧克力.jpg" }, { "id": "596fdc37-6426-4eec-ae0b-ae849c7c88bd", "text": "白巧克力", "image_filename": "26_LDmhQuCi5T0_t39.9s_白巧克力.jpg" }, { "id": "82c111d8-caeb-417e-854d-3b02db86be01", "text": "榛子", "image_filename": "26_LDmhQuCi5T0_t56.9s_榛子.jpg" }, { "id": "c764f40e-9687-41b4-a5dd-b464c7c0fc9b", "text": "海盐焦糖", "image_filename": "26_LDmhQuCi5T0_t84.9s_海盐焦糖.jpg" }, { "id": "ec77dc75-429c-49f4-8847-cabe1b578c8e", "text": "北海道蜜瓜", "image_filename": "26_LDmhQuCi5T0_t108.9s_北海道蜜瓜.jpg" } ] } }, "preference_change_context": { "past_context": "I hosted weekly group gatherings and preferred a bag suited to sharing multiple pieces.", "current_context": "I no longer host weekly group gatherings.", "why_old_basis_expired": "The recurring group occasion that justified my multipack-bag preference has ended." }, "affected_old_preference": "I prefer a flexible multipack bag for group sharing.", "new_preference": "I prefer a rigid rectangular box.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "F" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "package accent color", "expected_user_reply": "I prefer green package accents.", "matching_answer_labels": [ "A", "D", "F" ] }, { "label": "B", "feature": "package silhouette orientation", "expected_user_reply": "I prefer a wide, horizontal silhouette.", "matching_answer_labels": [ "B", "C", "D", "E", "F" ] }, { "label": "C", "feature": "logo color scheme", "expected_user_reply": "I prefer a prominent red-and-white logo.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "D", "feature": "package format", "expected_user_reply": "I prefer a rigid rectangular box.", "matching_answer_labels": [ "F" ] }, { "label": "E", "feature": "food imagery", "expected_user_reply": "I prefer packaging featuring pictures of the highlighted food.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "F", "feature": "visible quantity marking", "expected_user_reply": "I prefer packaging with a visible numerical quantity marking.", "matching_answer_labels": [ "A", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:26:53.856016+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862298+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the green melon Kit Kat box first appears on screen, now that you no longer host weekly group gatherings, tell me which Kit Kat variety shown so far best suits you?", "language": "en" } } } }, { "turn_id": "UPC_000026_turn_000002", "query": { "text": "When the magenta azuki sandwich flavor KitKat box first appears on screen, now that you have moved into an undecorated apartment without your former green kitchen color scheme, tell me which of the KitKat flavors currently shown best suits you?", "language": "en" }, "query_time_s": 137.704, "time_range": { "start_s": 137.704, "end_s": 436.803 }, "windows": { "waiting": null, "asking": { "start_s": 137.704, "end_s": 406.206, "start_frame": 8254, "end_frame": 24348 }, "answering": { "start_s": 406.206, "end_s": 411.795, "start_frame": 24348, "end_frame": 24683 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which KitKat logo color treatment do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which package silhouette do you currently prefer: tall or wide?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What pictured beverage vessel style do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which package exterior design do you currently prefer: solid, gradient, or patterned?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which pictured wafer coating shade do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What displayed piece-count format do you currently prefer?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "2e9b5274-be9a-4853-9b98-27afa1fb0585", "text": "Lime-green KitKat box with white bottle graphic and gold lettering.", "entity_ids": [], "target_view_id": null }, { "option_id": "ca782337-7423-4eac-98e3-5e89458f3c68", "text": "Red KitKat box with white bottle graphic and gold lettering.", "entity_ids": [], "target_view_id": null }, { "option_id": "8e56d36e-a70f-45cc-8d2f-908f53f591c5", "text": "Red tartan KitKat Milk Tea pouch with teacup graphics.", "entity_ids": [], "target_view_id": null }, { "option_id": "f3c819a2-784f-4e07-a0d5-b7bf67677d82", "text": "Pink KitKat Purple Sweet Potato box with purple tart graphics.", "entity_ids": [], "target_view_id": null }, { "option_id": "c3fc49ee-5085-4c30-8f65-396c905516ec", "text": "Red-pink KitKat Hokkaido Azuki and Strawberry box with berry tarts.", "entity_ids": [], "target_view_id": null }, { "option_id": "20bd2faa-a501-4e5e-a142-1e10eb1a83a0", "text": "Dark-green KitKat Uji Matcha box with green tea bowl graphics.", "entity_ids": [], "target_view_id": null }, { "option_id": "7b9655fb-f41b-4aaf-bd58-dfcbe5512b0b", "text": "Orange KitKat Momiji Manju box with maple-leaf cake graphics.", "entity_ids": [], "target_view_id": null }, { "option_id": "ceabca56-2d5f-4c51-beef-d8d185ca4853", "text": "Magenta KitKat Azuki Sandwich box with stacked sandwich graphics.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "8e56d36e-a70f-45cc-8d2f-908f53f591c5", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer red tartan packaging.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "26_LDmhQuCi5T0:stale_preference:001:c5126254", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the magenta azuki sandwich flavor KitKat box first appears on screen, now that you have moved into an undecorated apartment without your former green kitchen color scheme, tell me which of the KitKat flavors currently shown best suits you?", "historical_preference": "I prefer lime-green packaging.\nMy former green-accented kitchen made me prefer lime-green packaging that matched it; I have moved into an undecorated apartment without my former green kitchen color scheme.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 137.704, "original_segment_end_s": 436.803, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000026/evidence/turn_000002/option_001.jpg", "cases/UPC_000026/evidence/turn_000002/option_002.jpg", "cases/UPC_000026/evidence/turn_000002/option_003.jpg", "cases/UPC_000026/evidence/turn_000002/option_004.jpg", "cases/UPC_000026/evidence/turn_000002/option_005.jpg", "cases/UPC_000026/evidence/turn_000002/option_006.jpg", "cases/UPC_000026/evidence/turn_000002/option_007.jpg", "cases/UPC_000026/evidence/turn_000002/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当紫红色红豆三明治口味 Kit Kat 盒子第一次出现在画面中时，告诉我目前出现的所有奇巧口味哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "奶茶" }, "wrong_answer": { "text": "梅酒" }, "answer_options": [ { "id": "2e9b5274-be9a-4853-9b98-27afa1fb0585", "text": "梅酒", "image_filename": "26_LDmhQuCi5T0_t138.4s_梅酒.jpg" }, { "id": "ca782337-7423-4eac-98e3-5e89458f3c68", "text": "日本酒", "image_filename": "26_LDmhQuCi5T0_t139.9s_日本酒.jpg" }, { "id": "8e56d36e-a70f-45cc-8d2f-908f53f591c5", "text": "奶茶", "image_filename": "26_LDmhQuCi5T0_t206.4s_奶茶.jpg" }, { "id": "f3c819a2-784f-4e07-a0d5-b7bf67677d82", "text": "紫薯（红芋）", "image_filename": "26_LDmhQuCi5T0_t250.4s_紫薯（红芋）.jpg" }, { "id": "c3fc49ee-5085-4c30-8f65-396c905516ec", "text": "北海道红豆草莓", "image_filename": "26_LDmhQuCi5T0_t288.4s_北海道红豆草莓.jpg" }, { "id": "20bd2faa-a501-4e5e-a142-1e10eb1a83a0", "text": "宇治抹茶", "image_filename": "26_LDmhQuCi5T0_t331.4s_宇治抹茶.jpg" }, { "id": "7b9655fb-f41b-4aaf-bd58-dfcbe5512b0b", "text": "红叶馒头", "image_filename": "26_LDmhQuCi5T0_t372.4s_红叶馒头.jpg" }, { "id": "ceabca56-2d5f-4c51-beef-d8d185ca4853", "text": "红豆三明治", "image_filename": "26_LDmhQuCi5T0_t407.4s_红豆三明治.jpg" } ] } }, "preference_change_context": { "past_context": "My former green-accented kitchen made me prefer lime-green packaging that matched it.", "current_context": "I have moved into an undecorated apartment without my former green kitchen color scheme.", "why_old_basis_expired": "The old room-matching reason no longer applies after the move." }, "affected_old_preference": "I prefer lime-green packaging.", "new_preference": "I prefer red tartan packaging.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "KitKat logo color treatment", "expected_user_reply": "I prefer the red-and-white logo treatment.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H" ] }, { "label": "B", "feature": "package silhouette", "expected_user_reply": "I prefer a wide rectangular silhouette.", "matching_answer_labels": [ "C", "D", "E", "F", "G", "H" ] }, { "label": "C", "feature": "pictured beverage vessel style", "expected_user_reply": "I prefer an open beverage vessel.", "matching_answer_labels": [ "C", "F" ] }, { "label": "D", "feature": "package exterior color and pattern", "expected_user_reply": "I prefer red tartan packaging.", "matching_answer_labels": [ "C" ] }, { "label": "E", "feature": "pictured wafer coating shade", "expected_user_reply": "I prefer a pale-colored wafer coating.", "matching_answer_labels": [ "A", "B", "C", "G" ] }, { "label": "F", "feature": "displayed piece-count format", "expected_user_reply": "I prefer packaging with a visible piece count.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:26:58.710004+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862302+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the magenta azuki sandwich flavor KitKat box first appears on screen, now that you have moved into an undecorated apartment without your former green kitchen color scheme, tell me which of the KitKat flavors currently shown best suits you?", "language": "en" } } } }, { "turn_id": "UPC_000026_turn_000003", "query": { "text": "When the yellow lemon Kit Kat box first appears, now that you work from home and no longer prepare an apple-themed market display, tell me which of all the Kit Kat varieties shown suits you best?", "language": "en" }, "query_time_s": 436.803, "time_range": { "start_s": 436.803, "end_s": 621.004 }, "windows": { "waiting": null, "asking": { "start_s": 436.803, "end_s": 611.294, "start_frame": 26182, "end_frame": 36641 }, "answering": { "start_s": 611.294, "end_s": 618.001, "start_frame": 36641, "end_frame": 37043 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What dominant package color do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer a flexible bag or rigid box?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which pictured fruit type do you currently prefer on the packaging?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What coating color do you currently prefer on the pictured wafer pieces?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What printed piece count do you currently prefer per package?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which color scheme do you currently prefer for the central logo?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "7b8e3de6-12ae-4973-b38c-0f96c3378e4b", "text": "Red Kit Kat box with apples and “Shinshu Apple” text.", "entity_ids": [], "target_view_id": null }, { "option_id": "ced36d14-5461-4d43-9b8c-65d2eb76baa7", "text": "Yellow-red Kit Kat box showing cheesecake and “Strawberry Cheesecake Flavor” text.", "entity_ids": [], "target_view_id": null }, { "option_id": "1791acd4-8f1b-43ed-9a86-cada8017c029", "text": "Pink Kit Kat bag with strawberries and “STRAWBERRY” text.", "entity_ids": [], "target_view_id": null }, { "option_id": "403d38e3-6ee5-4f28-b3cf-4cac4908556c", "text": "Orange-yellow Kit Kat bag showing oranges and chocolate-drizzled slices.", "entity_ids": [], "target_view_id": null }, { "option_id": "83ab632e-4924-4c17-9196-8bc017e7bdfc", "text": "Pink Kit Kat bag with peaches and large “PEACH” text.", "entity_ids": [], "target_view_id": null }, { "option_id": "f91d7c40-adf1-4273-b827-b0a962c1824b", "text": "Blue-white Mount Fuji Kit Kat box showing blueberry-topped cheesecake.", "entity_ids": [], "target_view_id": null }, { "option_id": "77879e19-60b8-4da9-9e66-1ab62b02616b", "text": "Yellow-red Kit Kat box with lemons and “Tokyo Shima Lemon” text.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "83ab632e-4924-4c17-9196-8bc017e7bdfc", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer packaging featuring peaches.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "26_LDmhQuCi5T0:stale_preference:002:dbbf45d9", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the yellow lemon Kit Kat box first appears, now that you work from home and no longer prepare an apple-themed market display, tell me which of all the Kit Kat varieties shown suits you best?", "historical_preference": "I preferred packaging featuring apples.\nI previously prepared an apple-themed display for a local market stall; I now work from home and no longer prepare an apple-themed market display.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 436.803, "original_segment_end_s": 621.004, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000026/evidence/turn_000003/option_001.jpg", "cases/UPC_000026/evidence/turn_000003/option_002.jpg", "cases/UPC_000026/evidence/turn_000003/option_003.jpg", "cases/UPC_000026/evidence/turn_000003/option_004.jpg", "cases/UPC_000026/evidence/turn_000003/option_005.jpg", "cases/UPC_000026/evidence/turn_000003/option_006.jpg", "cases/UPC_000026/evidence/turn_000003/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当黄色柠檬口味 Kit Kat 盒子第一次出现在画面中时，告诉我目前出现的所有奇巧口味哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "白桃" }, "wrong_answer": { "text": "信州苹果" }, "answer_options": [ { "id": "7b8e3de6-12ae-4973-b38c-0f96c3378e4b", "text": "信州苹果", "image_filename": "26_LDmhQuCi5T0_t437.4s_信州苹果.jpg" }, { "id": "ced36d14-5461-4d43-9b8c-65d2eb76baa7", "text": "草莓芝士蛋糕", "image_filename": "26_LDmhQuCi5T0_t458.4s_草莓芝士蛋糕.jpg" }, { "id": "1791acd4-8f1b-43ed-9a86-cada8017c029", "text": "草莓", "image_filename": "26_LDmhQuCi5T0_t495.4s_草莓.jpg" }, { "id": "403d38e3-6ee5-4f28-b3cf-4cac4908556c", "text": "巧克力橙", "image_filename": "26_LDmhQuCi5T0_t524.4s_巧克力橙.jpg" }, { "id": "83ab632e-4924-4c17-9196-8bc017e7bdfc", "text": "白桃", "image_filename": "26_LDmhQuCi5T0_t546.4s_白桃.jpg" }, { "id": "f91d7c40-adf1-4273-b827-b0a962c1824b", "text": "富士山蓝莓芝士蛋糕", "image_filename": "26_LDmhQuCi5T0_t580.4s_富士山蓝莓芝士蛋糕.jpg" }, { "id": "77879e19-60b8-4da9-9e66-1ab62b02616b", "text": "东京岛柠檬", "image_filename": "26_LDmhQuCi5T0_t612.4s_东京岛柠檬.jpg" } ] } }, "preference_change_context": { "past_context": "I previously prepared an apple-themed display for a local market stall.", "current_context": "I now work from home and no longer prepare an apple-themed market display.", "why_old_basis_expired": "The former apple preference was tied to a display I no longer prepare." }, "affected_old_preference": "I preferred packaging featuring apples.", "new_preference": "I now prefer packaging featuring peaches.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "dominant package color", "expected_user_reply": "I prefer pink packaging.", "matching_answer_labels": [ "C", "E" ] }, { "label": "B", "feature": "package construction", "expected_user_reply": "I prefer flexible bag packaging.", "matching_answer_labels": [ "C", "D", "E" ] }, { "label": "C", "feature": "pictured fruit type", "expected_user_reply": "I now prefer packaging featuring peaches.", "matching_answer_labels": [ "E" ] }, { "label": "D", "feature": "pictured wafer coating color", "expected_user_reply": "I prefer pink-coated wafer pieces.", "matching_answer_labels": [ "C", "E" ] }, { "label": "E", "feature": "printed piece count", "expected_user_reply": "I prefer packages marked with 10 pieces.", "matching_answer_labels": [ "A", "B", "C", "E", "G" ] }, { "label": "F", "feature": "central logo color scheme", "expected_user_reply": "I prefer a red-and-white central logo.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:26:51.991793+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862306+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the yellow lemon Kit Kat box first appears, now that you work from home and no longer prepare an apple-themed market display, tell me which of all the Kit Kat varieties shown suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/26_LDmhQuCi5T0/26_LDmhQuCi5T0.mp4", "duration_s": 621.0204, "width": 1920, "height": 1080, "fps": { "num": 60000, "den": 1001 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000027", "source": { "dataset": "YouTube", "video_id": "27_aCc483_pL9E", "filename": "27_aCc483_pL9E.mp4", "url": null, "input_filename": "27_aCc483_pL9E.mp4" }, "media": { "uri": "cases/UPC_000027/video.mp4", "duration_s": 499.2988, "width": 1920, "height": 1080, "frame_count": 29990, "fps": { "num": 60000, "den": 1001, "value": 59.94005994005994 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000027_turn_000001", "query": { "text": "When a close-up first shows two hands holding and breaking apart a rectangular wafer-filled ice cream, now that you work from home instead of eating ice cream during your commute, tell me which ice cream shown so far suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 228.295 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 159.092, "start_frame": 0, "end_frame": 9536 }, "answering": { "start_s": 159.092, "end_s": 166.9, "start_frame": 9536, "end_frame": 10004 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which dominant exterior color do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer an ice cream without a visible stick?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What exterior construction do you currently prefer: smooth-coated or exposed layered?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer a visibly opened interior rather than an intact exterior?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which overall shape do you currently prefer: rectangular or rounded?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer a close-up handheld presentation?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "28966fe5-22f7-477f-85c6-224beb8d9559", "text": "Smooth dark-brown rectangular ice cream bar on a wooden stick.", "entity_ids": [], "target_view_id": null }, { "option_id": "0f071b29-e07a-475a-92cc-3baec7ca450f", "text": "Pale-yellow bitten ice cream revealing white and orange layers.", "entity_ids": [], "target_view_id": null }, { "option_id": "2c7b357a-1d85-4cb8-9f74-be42ec713353", "text": "Light-green rectangular coated ice cream bar with scattered bumps.", "entity_ids": [], "target_view_id": null }, { "option_id": "54cd746a-7b6b-4488-b021-426e6f417200", "text": "Brown rectangular coated bar covered with chunky pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "d6b056d3-7da5-4788-8414-23b502297b4a", "text": "Opened rectangular wafer sandwich with pale-green filling and dark patches.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "d6b056d3-7da5-4788-8414-23b502297b4a", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer an exposed layered wafer construction.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "27_aCc483_pL9E:stale_preference:000:f5a2cf5c", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When a close-up first shows two hands holding and breaking apart a rectangular wafer-filled ice cream, now that you work from home instead of eating ice cream during your commute, tell me which ice cream shown so far suits you best?", "historical_preference": "I prefer a smooth, untextured exterior coating.\nI formerly ate ice cream while commuting and favored smooth exteriors to avoid loose surface pieces; I now work from home instead of eating ice cream during my commute.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 228.295, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000027/evidence/turn_000001/option_001.jpg", "cases/UPC_000027/evidence/turn_000001/option_002.jpg", "cases/UPC_000027/evidence/turn_000001/option_003.jpg", "cases/UPC_000027/evidence/turn_000001/option_004.jpg", "cases/UPC_000027/evidence/turn_000001/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面第一次出现双手捏着长方形威化夹心雪糕的大特写并把它掰开时，告诉我目前出现的所有雪糕哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "大东北红豆糯米方糕" }, "wrong_answer": { "text": "森林浆果脆皮冰淇淋" }, "answer_options": [ { "id": "28966fe5-22f7-477f-85c6-224beb8d9559", "text": "森林浆果脆皮冰淇淋", "image_filename": "27_aCc483_pL9E_t4.4s_森林浆果脆皮冰淇淋.jpg" }, { "id": "0f071b29-e07a-475a-92cc-3baec7ca450f", "text": "榴莲脆皮冰淇淋", "image_filename": "27_aCc483_pL9E_t45.2s_榴莲脆皮冰淇淋.jpg" }, { "id": "2c7b357a-1d85-4cb8-9f74-be42ec713353", "text": "抹茶脆皮冰淇淋", "image_filename": "27_aCc483_pL9E_t69.4s_抹茶脆皮冰淇淋.jpg" }, { "id": "54cd746a-7b6b-4488-b021-426e6f417200", "text": "礼拜天花生糯米雪糕", "image_filename": "27_aCc483_pL9E_t110.4s_礼拜天花生糯米雪糕.jpg" }, { "id": "d6b056d3-7da5-4788-8414-23b502297b4a", "text": "大东北红豆糯米方糕", "image_filename": "27_aCc483_pL9E_t162.4s_大东北红豆糯米方糕.jpg" } ] } }, "preference_change_context": { "past_context": "I formerly ate ice cream while commuting and favored smooth exteriors to avoid loose surface pieces.", "current_context": "I now work from home instead of eating ice cream during my commute.", "why_old_basis_expired": "The commuting-related reason for requiring a smooth exterior no longer applies." }, "affected_old_preference": "I prefer a smooth, untextured exterior coating.", "new_preference": "I prefer an exposed layered wafer construction.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "dominant exterior color", "expected_user_reply": "I prefer a pale exterior.", "matching_answer_labels": [ "B", "C", "E" ] }, { "label": "B", "feature": "visible stick presence", "expected_user_reply": "I prefer no visible wooden stick.", "matching_answer_labels": [ "B", "E" ] }, { "label": "C", "feature": "exterior construction", "expected_user_reply": "I prefer an exposed layered wafer construction.", "matching_answer_labels": [ "E" ] }, { "label": "D", "feature": "interior exposure", "expected_user_reply": "I prefer a visibly opened interior.", "matching_answer_labels": [ "B", "E" ] }, { "label": "E", "feature": "overall shape", "expected_user_reply": "I prefer a rectangular overall shape.", "matching_answer_labels": [ "A", "C", "D", "E" ] }, { "label": "F", "feature": "presentation framing", "expected_user_reply": "I prefer a close-up handheld presentation.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:26:53.573478+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862310+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a close-up first shows two hands holding and breaking apart a rectangular wafer-filled ice cream, now that you work from home instead of eating ice cream during your commute, tell me which ice cream shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000027_turn_000002", "query": { "text": "When two Bayi Ranch ice-cream packages are first raised side by side, now that the monochrome dessert display has been replaced by a casual picnic with no color theme, tell me which ice cream shown so far suits you best?", "language": "en" }, "query_time_s": 228.295, "time_range": { "start_s": 228.295, "end_s": 429.896 }, "windows": { "waiting": null, "asking": { "start_s": 228.295, "end_s": 363.897, "start_frame": 13684, "end_frame": 21812 }, "answering": { "start_s": 363.897, "end_s": 368.201, "start_frame": 21812, "end_frame": 22070 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What shape would you currently prefer for the ice cream?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Would you currently prefer a wrapped or unwrapped ice cream?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What molded facial detail would you currently prefer on the ice cream?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "How many ice cream items would you prefer held together?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Would you currently prefer a smooth or scale-textured surface?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What overall exterior color would you currently prefer for the ice cream?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "cd8256bf-9a39-42cb-8578-73afd5053977", "text": "Open fish-shaped wafer revealing gray filling and dark brown chocolate.", "entity_ids": [], "target_view_id": null }, { "option_id": "2971e4a3-5990-4b52-aa7f-d2ce9d58dc01", "text": "Pink fish-shaped frozen confection with molded eye and scales.", "entity_ids": [], "target_view_id": null }, { "option_id": "a831407d-30e7-4de9-8ceb-39147634dd41", "text": "Pale green fish-shaped frozen confection with molded eye and scales.", "entity_ids": [], "target_view_id": null }, { "option_id": "849962ff-d507-4e78-b9b1-5086dd56e01d", "text": "White wrapper with brown Chinese text and illustrated street scene.", "entity_ids": [], "target_view_id": null }, { "option_id": "977a2f26-d37f-43a7-be57-abbc70346157", "text": "White wrapper with blue Chinese text and illustrated street scene.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "a831407d-30e7-4de9-8ceb-39147634dd41", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a green exterior.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "27_aCc483_pL9E:stale_preference:001:792196ae", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When two Bayi Ranch ice-cream packages are first raised side by side, now that the monochrome dessert display has been replaced by a casual picnic with no color theme, tell me which ice cream shown so far suits you best?", "historical_preference": "I preferred a gray-and-dark-brown color scheme.\nA monochrome-themed dessert display previously required subdued gray and dark brown colors; The display has been replaced by a casual picnic with no color theme.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 228.295, "original_segment_end_s": 429.896, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000027/evidence/turn_000002/option_001.jpg", "cases/UPC_000027/evidence/turn_000002/option_002.jpg", "cases/UPC_000027/evidence/turn_000002/option_003.jpg", "cases/UPC_000027/evidence/turn_000002/option_004.jpg", "cases/UPC_000027/evidence/turn_000002/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面第一次出现两支并排举起的八亿牧场雪糕包装时，告诉我目前出现的所有雪糕哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "抹茶鲷鱼烧" }, "wrong_answer": { "text": "阿波罗巧克力鲷鱼烧" }, "answer_options": [ { "id": "cd8256bf-9a39-42cb-8578-73afd5053977", "text": "阿波罗巧克力鲷鱼烧", "image_filename": "27_aCc483_pL9E_t237.4s_阿波罗巧克力鲷鱼烧.jpg" }, { "id": "2971e4a3-5990-4b52-aa7f-d2ce9d58dc01", "text": "白桃鲷鱼烧", "image_filename": "27_aCc483_pL9E_t281.4s_白桃鲷鱼烧.jpg" }, { "id": "a831407d-30e7-4de9-8ceb-39147634dd41", "text": "抹茶鲷鱼烧", "image_filename": "27_aCc483_pL9E_t316.4s_抹茶鲷鱼烧.jpg" }, { "id": "849962ff-d507-4e78-b9b1-5086dd56e01d", "text": "八亿牧场原味奶", "image_filename": "27_aCc483_pL9E_t364.7s_八亿牧场原味奶.jpg" }, { "id": "977a2f26-d37f-43a7-be57-abbc70346157", "text": "八亿牧场老酸奶", "image_filename": "27_aCc483_pL9E_t364.7s_八亿牧场老酸奶.jpg" } ] } }, "preference_change_context": { "past_context": "A monochrome-themed dessert display previously required subdued gray and dark brown colors.", "current_context": "The display has been replaced by a casual picnic with no color theme.", "why_old_basis_expired": "The former event-specific color restriction no longer applies." }, "affected_old_preference": "I preferred a gray-and-dark-brown color scheme.", "new_preference": "I now prefer a green exterior.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "overall shape", "expected_user_reply": "I prefer a fish-shaped form.", "matching_answer_labels": [ "A", "B", "C" ] }, { "label": "B", "feature": "packaging state", "expected_user_reply": "I prefer an unwrapped ice cream.", "matching_answer_labels": [ "A", "B", "C" ] }, { "label": "C", "feature": "molded facial detail", "expected_user_reply": "I prefer a circular eye detail.", "matching_answer_labels": [ "A", "B", "C" ] }, { "label": "D", "feature": "number of items held", "expected_user_reply": "I prefer one item held alone.", "matching_answer_labels": [ "A", "B", "C", "E" ] }, { "label": "E", "feature": "surface texture pattern", "expected_user_reply": "I prefer a scale-textured surface.", "matching_answer_labels": [ "B", "C" ] }, { "label": "F", "feature": "overall exterior color", "expected_user_reply": "I now prefer a green exterior.", "matching_answer_labels": [ "C" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:27:02.488609+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862314+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When two Bayi Ranch ice-cream packages are first raised side by side, now that the monochrome dessert display has been replaced by a casual picnic with no color theme, tell me which ice cream shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000027_turn_000003", "query": { "text": "When she raises five unopened ice cream packages in both hands and displays them side by side, now that you have moved from a dim apartment pantry to a home with well-lit open shelving, tell me which of all the ice creams shown is currently best for you?", "language": "en" }, "query_time_s": 429.896, "time_range": { "start_s": 429.896, "end_s": 496.196 }, "windows": { "waiting": null, "asking": { "start_s": 429.896, "end_s": 486.603, "start_frame": 25768, "end_frame": 29167 }, "answering": { "start_s": 486.603, "end_s": 496.196, "start_frame": 29167, "end_frame": 29742 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which wrapper color scheme do you currently prefer: yellow, blue-white, or red-and-gold?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer vertically or horizontally oriented package layouts?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer wrappers with mascots or without mascots?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Should your preferred wrapper show a full frozen-treat illustration or not?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you prefer vertical, horizontal, or mixed lettering arrangements on wrappers?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you prefer plain wrappers or wrappers with repeating decorative patterns?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "c4906402-9212-48bc-999e-e3eb7ca28614", "text": "Bright yellow wrapper with red logo and blue oval graphics.", "entity_ids": [], "target_view_id": null }, { "option_id": "eaf0d453-4ba4-474c-8003-8d5ab5e2a136", "text": "White-and-blue wrapper featuring a black-hatted rabbit illustration.", "entity_ids": [], "target_view_id": null }, { "option_id": "30e058ee-93a4-4352-a986-c3412d0c79ee", "text": "Reddish-brown wrapper showing a chocolate-coated bar with yellow center.", "entity_ids": [], "target_view_id": null }, { "option_id": "e5affe0c-b0f6-4f6f-8135-92370528710c", "text": "White wrapper with blue-green edging and pink frozen-treat illustration.", "entity_ids": [], "target_view_id": null }, { "option_id": "452af204-d031-4687-9110-96698eef2305", "text": "Dark red wrapper with gold lettering reading “BITTER COFFEE”.", "entity_ids": [], "target_view_id": null }, { "option_id": "d58532c9-4271-46f5-b41e-e6a9ccdb0082", "text": "Cream wrapper featuring a red-brown wavy-striped frozen bar.", "entity_ids": [], "target_view_id": null }, { "option_id": "64d8e7e5-2771-49f8-81f5-b704300ee5e2", "text": "Yellow wrapper showing a nut-studded chocolate-coated bar.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "452af204-d031-4687-9110-96698eef2305", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer a dark red-and-gold wrapper color scheme.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "27_aCc483_pL9E:stale_preference:002:206d31b8", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When she raises five unopened ice cream packages in both hands and displays them side by side, now that you have moved from a dim apartment pantry to a home with well-lit open shelving, tell me which of all the ice creams shown is currently best for you?", "historical_preference": "I preferred a solid bright-yellow wrapper color scheme.\nMy dim apartment pantry made a solid bright-yellow wrapper easier to locate; I now live in a home with well-lit open shelving.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 429.896, "original_segment_end_s": 496.196, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000027/evidence/turn_000003/option_001.jpg", "cases/UPC_000027/evidence/turn_000003/option_002.jpg", "cases/UPC_000027/evidence/turn_000003/option_003.jpg", "cases/UPC_000027/evidence/turn_000003/option_004.jpg", "cases/UPC_000027/evidence/turn_000003/option_005.jpg", "cases/UPC_000027/evidence/turn_000003/option_006.jpg", "cases/UPC_000027/evidence/turn_000003/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当她双手举起五支未拆封的雪糕包装并排展示时，告诉我目前出现的所有雪糕哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "苦咖啡雪糕" }, "wrong_answer": { "text": "光明香草味雪糕" }, "answer_options": [ { "id": "c4906402-9212-48bc-999e-e3eb7ca28614", "text": "光明香草味雪糕", "image_filename": "27_aCc483_pL9E_t431.4s_光明香草味雪糕.jpg" }, { "id": "eaf0d453-4ba4-474c-8003-8d5ab5e2a136", "text": "光明大白兔雪糕", "image_filename": "27_aCc483_pL9E_t431.4s_光明大白兔雪糕.jpg" }, { "id": "30e058ee-93a4-4352-a986-c3412d0c79ee", "text": "四层美味巧克力雪糕", "image_filename": "27_aCc483_pL9E_t492.4s_四层美味巧克力雪糕.jpg" }, { "id": "e5affe0c-b0f6-4f6f-8135-92370528710c", "text": "伊利牧场蓝白包装雪糕", "image_filename": "27_aCc483_pL9E_t492.4s_伊利牧场蓝白包装雪糕.jpg" }, { "id": "452af204-d031-4687-9110-96698eef2305", "text": "苦咖啡雪糕", "image_filename": "27_aCc483_pL9E_t492.4s_苦咖啡雪糕.jpg" }, { "id": "d58532c9-4271-46f5-b41e-e6a9ccdb0082", "text": "虎纹条纹包装雪糕", "image_filename": "27_aCc483_pL9E_t492.4s_虎纹条纹包装雪糕.jpg" }, { "id": "64d8e7e5-2771-49f8-81f5-b704300ee5e2", "text": "经典巧脆棒冰淇淋", "image_filename": "27_aCc483_pL9E_t492.4s_经典巧脆棒冰淇淋.jpg" } ] } }, "preference_change_context": { "past_context": "My dim apartment pantry made a solid bright-yellow wrapper easier to locate.", "current_context": "I now live in a home with well-lit open shelving.", "why_old_basis_expired": "The improved lighting removes the visibility-based reason for favoring bright yellow." }, "affected_old_preference": "I preferred a solid bright-yellow wrapper color scheme.", "new_preference": "I currently prefer a dark red-and-gold wrapper color scheme.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "wrapper color scheme", "expected_user_reply": "I currently prefer a dark red-and-gold wrapper color scheme.", "matching_answer_labels": [ "E" ] }, { "label": "B", "feature": "package layout orientation", "expected_user_reply": "I have no preference between vertical and horizontal package layouts.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "C", "feature": "mascot presence", "expected_user_reply": "I have no preference about whether a wrapper has a mascot.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "D", "feature": "full frozen-treat illustration presence", "expected_user_reply": "I have no preference about full frozen-treat illustrations.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "E", "feature": "lettering arrangement", "expected_user_reply": "I have no preference among vertical, horizontal, or mixed lettering.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "F", "feature": "decorative pattern presence", "expected_user_reply": "I have no preference between plain and decoratively patterned wrappers.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:27:30.491355+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862317+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When she raises five unopened ice cream packages in both hands and displays them side by side, now that you have moved from a dim apartment pantry to a home with well-lit open shelving, tell me which of all the ice creams shown is currently best for you?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/27_aCc483_pL9E/27_aCc483_pL9E.mp4", "duration_s": 499.2988, "width": 1920, "height": 1080, "fps": { "num": 60000, "den": 1001 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000028", "source": { "dataset": "YouTube", "video_id": "28_syamlpmmgyU", "filename": "28_syamlpmmgyU.mp4", "url": null, "input_filename": "28_syamlpmmgyU.mp4" }, "media": { "uri": "cases/UPC_000028/video.mp4", "duration_s": 369.135433, "width": 1920, "height": 1080, "frame_count": 11120, "fps": { "num": 30000, "den": 1001, "value": 29.97002997002997 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000028_turn_000001", "query": { "text": "When the chrome helmet-shaped table lamp with golden wings appears, now that you have moved from a shared bedroom into a dedicated studio, tell me which of all table lamps shown so far suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 74.207 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 66.066, "start_frame": 0, "end_frame": 1980 }, "answering": { "start_s": 66.066, "end_s": 74.207, "start_frame": 1980, "end_frame": 2224 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What illumination color do you currently prefer for a table lamp?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you prefer a table lamp with a visibly trailing power cord?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer rounded rectangular forms in a table lamp?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you prefer a base without visible feet or a pedestal?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What surface finish do you currently prefer on a table lamp?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What degree of transparency do you prefer for the lamp's main body?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "05e524c0-c744-4905-9eac-01ad8857b038", "text": "Black rectangular shade on a glossy dark U-shaped base.", "entity_ids": [], "target_view_id": null }, { "option_id": "86e8de1a-eb9a-4163-a43f-cd27df5c5513", "text": "Wood-framed rectangular lamp with a frosted white luminous panel.", "entity_ids": [], "target_view_id": null }, { "option_id": "5ca7cfa4-e052-4f37-89f8-42f9ac7592c1", "text": "Clear rounded glass block lamp enclosing a glowing white bulb.", "entity_ids": [], "target_view_id": null }, { "option_id": "c7a9e13d-1ac4-4a8c-baec-0c4b02ac6cee", "text": "Two slender black lamps with red bottle-cluster shades.", "entity_ids": [], "target_view_id": null }, { "option_id": "af585894-59ec-48fc-88d2-7d46a6d4e174", "text": "Angular tan desk lamp with a long flat illuminated arm.", "entity_ids": [], "target_view_id": null }, { "option_id": "5aae6cc6-cf32-4772-b76f-40aca95cbcc1", "text": "Looping dark ribbon lamp with continuous white illuminated inner edge.", "entity_ids": [], "target_view_id": null }, { "option_id": "97505c3f-b6e0-43bc-83de-ee3b70671fd4", "text": "Black pedestal lamp with two separated silver conical shades.", "entity_ids": [], "target_view_id": null }, { "option_id": "2f6e79f9-f0b4-4d0e-8909-0e0e5e8ec382", "text": "Chrome helmet lamp with golden wings and tapered wooden stem.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "5ca7cfa4-e052-4f37-89f8-42f9ac7592c1", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a fully transparent main body.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "28_syamlpmmgyU:stale_preference:000:1da38be5", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the chrome helmet-shaped table lamp with golden wings appears, now that you have moved from a shared bedroom into a dedicated studio, tell me which of all table lamps shown so far suits you best?", "historical_preference": "I prefer a lamp whose main body is fully opaque black.\nI previously shared a bedroom and needed an opaque lamp body to limit visible glow; I have moved from a shared bedroom into a dedicated studio.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 74.207, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000028/evidence/turn_000001/option_001.jpg", "cases/UPC_000028/evidence/turn_000001/option_002.jpg", "cases/UPC_000028/evidence/turn_000001/option_003.jpg", "cases/UPC_000028/evidence/turn_000001/option_004.jpg", "cases/UPC_000028/evidence/turn_000001/option_005.jpg", "cases/UPC_000028/evidence/turn_000001/option_006.jpg", "cases/UPC_000028/evidence/turn_000001/option_007.jpg", "cases/UPC_000028/evidence/turn_000001/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当镀铬头盔造型、带金色翅膀的台灯出现时，告诉我目前出现的所有台灯哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "冰块玻璃灯" }, "wrong_answer": { "text": "黑色方罩镀铬底灯" }, "answer_options": [ { "id": "05e524c0-c744-4905-9eac-01ad8857b038", "text": "黑色方罩镀铬底灯", "image_filename": "28_syamlpmmgyU_t9.1s_黑色方罩镀铬底灯.jpg" }, { "id": "86e8de1a-eb9a-4163-a43f-cd27df5c5513", "text": "木框磨砂方块灯", "image_filename": "28_syamlpmmgyU_t17.1s_木框磨砂方块灯.jpg" }, { "id": "5ca7cfa4-e052-4f37-89f8-42f9ac7592c1", "text": "冰块玻璃灯", "image_filename": "28_syamlpmmgyU_t26.1s_冰块玻璃灯.jpg" }, { "id": "c7a9e13d-1ac4-4a8c-baec-0c4b02ac6cee", "text": "红色玻璃罩灯", "image_filename": "28_syamlpmmgyU_t33.1s_红色玻璃罩灯.jpg" }, { "id": "af585894-59ec-48fc-88d2-7d46a6d4e174", "text": "纸板折叠LED灯", "image_filename": "28_syamlpmmgyU_t44.1s_纸板折叠LED灯.jpg" }, { "id": "5aae6cc6-cf32-4772-b76f-40aca95cbcc1", "text": "弯曲金属片灯", "image_filename": "28_syamlpmmgyU_t52.1s_弯曲金属片灯.jpg" }, { "id": "97505c3f-b6e0-43bc-83de-ee3b70671fd4", "text": "双层黑罩悬浮灯", "image_filename": "28_syamlpmmgyU_t61.1s_双层黑罩悬浮灯.jpg" }, { "id": "2f6e79f9-f0b4-4d0e-8909-0e0e5e8ec382", "text": "金翅膀头盔灯", "image_filename": "28_syamlpmmgyU_t70.1s_金翅膀头盔灯.jpg" } ] } }, "preference_change_context": { "past_context": "I previously shared a bedroom and needed an opaque lamp body to limit visible glow.", "current_context": "I have moved from a shared bedroom into a dedicated studio.", "why_old_basis_expired": "The former need to limit visible glow for a roommate no longer applies." }, "affected_old_preference": "I prefer a lamp whose main body is fully opaque black.", "new_preference": "I now prefer a fully transparent main body.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "illumination color", "expected_user_reply": "I prefer warm white illumination.", "matching_answer_labels": [ "A", "B", "C", "E" ] }, { "label": "B", "feature": "visible power cord", "expected_user_reply": "I prefer a visibly trailing power cord.", "matching_answer_labels": [ "A", "C", "E" ] }, { "label": "C", "feature": "rounded rectangular geometry", "expected_user_reply": "I prefer rounded rectangular forms.", "matching_answer_labels": [ "B", "C" ] }, { "label": "D", "feature": "base support style", "expected_user_reply": "I prefer a base without visible feet or a pedestal.", "matching_answer_labels": [ "C", "E", "F" ] }, { "label": "E", "feature": "surface finish", "expected_user_reply": "I prefer a glossy reflective finish.", "matching_answer_labels": [ "A", "C", "G", "H" ] }, { "label": "F", "feature": "main-body transparency", "expected_user_reply": "I now prefer a fully transparent main body.", "matching_answer_labels": [ "C" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:24:31.295349+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862200+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the chrome helmet-shaped table lamp with golden wings appears, now that you have moved from a shared bedroom into a dedicated studio, tell me which of all table lamps shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000028_turn_000002", "query": { "text": "When the black mushroom-shade desk lamp with a curved neck appears, now that you have moved from a cramped shared desk to a larger home office, tell me which of all the table lamps shown so far suits you best?", "language": "en" }, "query_time_s": 74.207, "time_range": { "start_s": 74.207, "end_s": 158.091 }, "windows": { "waiting": null, "asking": { "start_s": 74.207, "end_s": 148.115, "start_frame": 2224, "end_frame": 4439 }, "answering": { "start_s": 148.115, "end_s": 158.091, "start_frame": 4439, "end_frame": 4738 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What shade color do you currently prefer for your table lamp?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Should your lamp shade be visibly angled downward or vertically centered?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What support color do you currently favor, light tan or dark?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What frame finish do you currently prefer: clear etched or pierced wood?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer a tall upright silhouette or low horizontal profile?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Would you rather see a visible power cord or concealed wiring?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "2785d50f-67f6-4e06-9181-bfe8e822011a", "text": "Clear triangular acrylic lamp with glowing white geometric line etching.", "entity_ids": [], "target_view_id": null }, { "option_id": "8ed117d4-6c36-4769-a9cb-a8b6fc28ba72", "text": "Clear rounded-loop resin lamp containing scattered gold-colored flakes.", "entity_ids": [], "target_view_id": null }, { "option_id": "a9906083-a496-4d89-816c-21b9d2ee4e9a", "text": "Angled wood-appearance lamp with gray trapezoidal shade and red cord.", "entity_ids": [], "target_view_id": null }, { "option_id": "56c57c06-5909-4634-a038-0b4faa7bc5a8", "text": "Pair of translucent oval lamps with silver spotlights and white bases.", "entity_ids": [], "target_view_id": null }, { "option_id": "9c9ce471-77e7-49a3-a90f-ebcb9352793d", "text": "Black bridge-shaped structure with two supports and small metallic fixtures.", "entity_ids": [], "target_view_id": null }, { "option_id": "a6518978-a154-4b06-aa5b-246036e5a59e", "text": "Glowing stacked wood-block lamps with stepped geometric silhouettes.", "entity_ids": [], "target_view_id": null }, { "option_id": "958330ba-ee2c-4e32-8225-e7fa4dbc0261", "text": "White drum-shade lamp with pale wood cone base and pull chain.", "entity_ids": [], "target_view_id": null }, { "option_id": "cc2e2368-19bf-4f12-aecb-9254a583d537", "text": "Giraffe-shaped pierced wood frame with downward-angled white shade.", "entity_ids": [], "target_view_id": null }, { "option_id": "a38f53cb-8d01-44ea-a568-24e79624e70f", "text": "Black desk lamp with curved neck and mushroom-shaped dome shade.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "cc2e2368-19bf-4f12-aecb-9254a583d537", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer pierced natural-wood framing.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "28_syamlpmmgyU:stale_preference:001:e875ef6a", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the black mushroom-shade desk lamp with a curved neck appears, now that you have moved from a cramped shared desk to a larger home office, tell me which of all the table lamps shown so far suits you best?", "historical_preference": "I preferred clear, line-etched framing.\nMy cramped shared desk made visually unobtrusive clear etched framing important; I have moved from a cramped shared desk to a larger home office.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 74.207, "original_segment_end_s": 158.091, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000028/evidence/turn_000002/option_001.jpg", "cases/UPC_000028/evidence/turn_000002/option_002.jpg", "cases/UPC_000028/evidence/turn_000002/option_003.jpg", "cases/UPC_000028/evidence/turn_000002/option_004.jpg", "cases/UPC_000028/evidence/turn_000002/option_005.jpg", "cases/UPC_000028/evidence/turn_000002/option_006.jpg", "cases/UPC_000028/evidence/turn_000002/option_007.jpg", "cases/UPC_000028/evidence/turn_000002/option_008.jpg", "cases/UPC_000028/evidence/turn_000002/option_009.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当黑色蘑菇罩的弯颈工作台灯出现时，告诉我目前出现的所有台灯哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "木质长颈鹿灯" }, "wrong_answer": { "text": "三角形亚克力灯" }, "answer_options": [ { "id": "2785d50f-67f6-4e06-9181-bfe8e822011a", "text": "三角形亚克力灯", "image_filename": "28_syamlpmmgyU_t80.1s_三角形亚克力灯.jpg" }, { "id": "8ed117d4-6c36-4769-a9cb-a8b6fc28ba72", "text": "金箔圆环灯", "image_filename": "28_syamlpmmgyU_t88.1s_金箔圆环灯.jpg" }, { "id": "a9906083-a496-4d89-816c-21b9d2ee4e9a", "text": "灰毡罩铜杆灯", "image_filename": "28_syamlpmmgyU_t98.1s_灰毡罩铜杆灯.jpg" }, { "id": "56c57c06-5909-4634-a038-0b4faa7bc5a8", "text": "玻璃球泡灯", "image_filename": "28_syamlpmmgyU_t106.1s_玻璃球泡灯.jpg" }, { "id": "9c9ce471-77e7-49a3-a90f-ebcb9352793d", "text": "黑桌形灯配木碗", "image_filename": "28_syamlpmmgyU_t115.1s_黑桌形灯配木碗.jpg" }, { "id": "a6518978-a154-4b06-aa5b-246036e5a59e", "text": "叠木片灯", "image_filename": "28_syamlpmmgyU_t125.1s_叠木片灯.jpg" }, { "id": "958330ba-ee2c-4e32-8225-e7fa4dbc0261", "text": "白圆筒罩锥底灯", "image_filename": "28_syamlpmmgyU_t134.1s_白圆筒罩锥底灯.jpg" }, { "id": "cc2e2368-19bf-4f12-aecb-9254a583d537", "text": "木质长颈鹿灯", "image_filename": "28_syamlpmmgyU_t142.1s_木质长颈鹿灯.jpg" }, { "id": "a38f53cb-8d01-44ea-a568-24e79624e70f", "text": "黑蘑菇罩工作灯", "image_filename": "28_syamlpmmgyU_t152.1s_黑蘑菇罩工作灯.jpg" } ] } }, "preference_change_context": { "past_context": "My cramped shared desk made visually unobtrusive clear etched framing important.", "current_context": "I have moved from a cramped shared desk to a larger home office.", "why_old_basis_expired": "The larger workspace removes the space-driven need for visually unobtrusive framing." }, "affected_old_preference": "I preferred clear, line-etched framing.", "new_preference": "I now prefer pierced natural-wood framing.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "H" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "shade color", "expected_user_reply": "I prefer a white shade.", "matching_answer_labels": [ "G", "H" ] }, { "label": "B", "feature": "shade orientation", "expected_user_reply": "I prefer a visibly angled downward shade.", "matching_answer_labels": [ "C", "D", "H" ] }, { "label": "C", "feature": "support color", "expected_user_reply": "I prefer light tan supports.", "matching_answer_labels": [ "C", "F", "G", "H" ] }, { "label": "D", "feature": "frame finish and treatment", "expected_user_reply": "I now prefer pierced natural-wood framing.", "matching_answer_labels": [ "H" ] }, { "label": "E", "feature": "overall silhouette orientation", "expected_user_reply": "I prefer a tall upright silhouette.", "matching_answer_labels": [ "C", "F", "G", "H", "I" ] }, { "label": "F", "feature": "power-cord visibility", "expected_user_reply": "I prefer a visible power cord.", "matching_answer_labels": [ "C", "D", "H", "I" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:25:04.302502+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862204+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the black mushroom-shade desk lamp with a curved neck appears, now that you have moved from a cramped shared desk to a larger home office, tell me which of all the table lamps shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000028_turn_000003", "query": { "text": "When the table lamp with a black-and-white striped angled rod and pink base appears, now that you have moved from a broad drafting desk to a standard-size desk, tell me which of all the table lamps shown so far best suits you?", "language": "en" }, "query_time_s": 158.091, "time_range": { "start_s": 158.091, "end_s": 229.096 }, "windows": { "waiting": null, "asking": { "start_s": 158.091, "end_s": 220.287, "start_frame": 4738, "end_frame": 6602 }, "answering": { "start_s": 220.287, "end_s": 229.096, "start_frame": 6602, "end_frame": 6866 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What structural color do you currently prefer for the lamp supports?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What shade geometry do you currently prefer: rounded, cylindrical, or angular?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer the lamp visibly illuminated or switched off?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "How visible do you currently want the lamp's electrical cord to be?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What support-arm style do you prefer now: jointed, straight, sculptural, or twin angled?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer an opaque shade or a transparent outer shade?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_e", "correct_option_ids": [ "ask_e" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "6dd6504d-d255-4d6e-ada9-d560a280c547", "text": "Black articulated task lamp with long arms and rectangular LED head.", "entity_ids": [], "target_view_id": null }, { "option_id": "403be915-f013-4f82-9693-e51fa84dd9da", "text": "Clear conical shade surrounds white diffuser on chrome stem.", "entity_ids": [], "target_view_id": null }, { "option_id": "69ae0743-a079-401d-bb70-acbb18536175", "text": "White dome shade on glossy black three-legged stand.", "entity_ids": [], "target_view_id": null }, { "option_id": "3a4c457e-14e4-48c7-9b7e-40100df42ada", "text": "White angular box shade held by two slender black rods.", "entity_ids": [], "target_view_id": null }, { "option_id": "5e5ed4d5-a486-4491-b21a-f19300f15fb1", "text": "Round glass vessel with liquid and glowing orange coiled tube.", "entity_ids": [], "target_view_id": null }, { "option_id": "a013153d-1302-4e87-86b3-0caed90ce619", "text": "Sculptural white curved supports frame angled gold cylindrical light.", "entity_ids": [], "target_view_id": null }, { "option_id": "6d1c83be-5303-40af-920b-181b5ed9291e", "text": "Two white drum-shade lamps with tapered pale metallic stems.", "entity_ids": [], "target_view_id": null }, { "option_id": "ac0a8711-d055-4b5c-b0ea-a248a914b7ea", "text": "Pink-base lamp with black-and-white striped rods and orange rectangular shade.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "3a4c457e-14e4-48c7-9b7e-40100df42ada", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer twin plain, slender angled support rods.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "28_syamlpmmgyU:stale_preference:002:7dd71d11", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the table lamp with a black-and-white striped angled rod and pink base appears, now that you have moved from a broad drafting desk to a standard-size desk, tell me which of all the table lamps shown so far best suits you?", "historical_preference": "I preferred a long, multi-jointed articulated support arm.\nMy broad drafting desk required a lamp with extensive articulated reach; I have moved from a broad drafting desk to a standard-size desk.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 158.091, "original_segment_end_s": 229.096, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000028/evidence/turn_000003/option_001.jpg", "cases/UPC_000028/evidence/turn_000003/option_002.jpg", "cases/UPC_000028/evidence/turn_000003/option_003.jpg", "cases/UPC_000028/evidence/turn_000003/option_004.jpg", "cases/UPC_000028/evidence/turn_000003/option_005.jpg", "cases/UPC_000028/evidence/turn_000003/option_006.jpg", "cases/UPC_000028/evidence/turn_000003/option_007.jpg", "cases/UPC_000028/evidence/turn_000003/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当黑白条纹斜杆、粉色底座的台灯出现时，告诉我目前出现的所有台灯哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "木块罩斜杆灯" }, "wrong_answer": { "text": "黑色折臂方头LED灯" }, "answer_options": [ { "id": "6dd6504d-d255-4d6e-ada9-d560a280c547", "text": "黑色折臂方头LED灯", "image_filename": "28_syamlpmmgyU_t161.1s_黑色折臂方头LED灯.jpg" }, { "id": "403be915-f013-4f82-9693-e51fa84dd9da", "text": "透明锥形罩灯", "image_filename": "28_syamlpmmgyU_t170.1s_透明锥形罩灯.jpg" }, { "id": "69ae0743-a079-401d-bb70-acbb18536175", "text": "白蘑菇罩三脚灯", "image_filename": "28_syamlpmmgyU_t178.1s_白蘑菇罩三脚灯.jpg" }, { "id": "3a4c457e-14e4-48c7-9b7e-40100df42ada", "text": "木块罩斜杆灯", "image_filename": "28_syamlpmmgyU_t187.1s_木块罩斜杆灯.jpg" }, { "id": "5e5ed4d5-a486-4491-b21a-f19300f15fb1", "text": "玻璃球灯丝灯", "image_filename": "28_syamlpmmgyU_t198.1s_玻璃球灯丝灯.jpg" }, { "id": "a013153d-1302-4e87-86b3-0caed90ce619", "text": "金色曲面纸灯", "image_filename": "28_syamlpmmgyU_t206.1s_金色曲面纸灯.jpg" }, { "id": "6d1c83be-5303-40af-920b-181b5ed9291e", "text": "米色圆筒罩灯", "image_filename": "28_syamlpmmgyU_t215.1s_米色圆筒罩灯.jpg" }, { "id": "ac0a8711-d055-4b5c-b0ea-a248a914b7ea", "text": "条纹斜杆粉底灯", "image_filename": "28_syamlpmmgyU_t224.1s_条纹斜杆粉底灯.jpg" } ] } }, "preference_change_context": { "past_context": "My broad drafting desk required a lamp with extensive articulated reach.", "current_context": "I have moved from a broad drafting desk to a standard-size desk.", "why_old_basis_expired": "The standard-size surface no longer requires the former long-reaching support configuration." }, "affected_old_preference": "I preferred a long, multi-jointed articulated support arm.", "new_preference": "I prefer twin plain, slender angled support rods.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "support color", "expected_user_reply": "I prefer black structural supports.", "matching_answer_labels": [ "A", "C", "D", "H" ] }, { "label": "B", "feature": "shade geometry", "expected_user_reply": "I prefer an angular, boxlike shade.", "matching_answer_labels": [ "A", "D", "H" ] }, { "label": "C", "feature": "visible illumination state", "expected_user_reply": "I prefer a visibly illuminated lamp.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "D", "feature": "cord visibility", "expected_user_reply": "I prefer a clearly visible electrical cord.", "matching_answer_labels": [ "A", "C", "D", "E", "F", "H" ] }, { "label": "E", "feature": "support-arm configuration", "expected_user_reply": "I prefer twin plain, slender angled support rods.", "matching_answer_labels": [ "D" ] }, { "label": "F", "feature": "shade opacity", "expected_user_reply": "I prefer an opaque shade rather than a transparent outer shade.", "matching_answer_labels": [ "A", "C", "D", "F", "G", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:24:54.090781+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862207+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the table lamp with a black-and-white striped angled rod and pink base appears, now that you have moved from a broad drafting desk to a standard-size desk, tell me which of all the table lamps shown so far best suits you?", "language": "en" } } } }, { "turn_id": "UPC_000028_turn_000004", "query": { "text": "When three matching square-shaded table lamps in three colors appear side by side, now that you have moved to a home studio and no longer use your old metal desk, tell me which of all the table lamps currently shown best suits you?", "language": "en" }, "query_time_s": 229.096, "time_range": { "start_s": 229.096, "end_s": 319.085 }, "windows": { "waiting": null, "asking": { "start_s": 229.096, "end_s": 311.912, "start_frame": 6866, "end_frame": 9348 }, "answering": { "start_s": 311.912, "end_s": 319.085, "start_frame": 9348, "end_frame": 9563 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer a single lamp rather than a coordinated set?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer a design with a clearly visible power cord?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Would you currently prefer a lamp featuring a long horizontal light bar?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which surface finish do you currently prefer: brushed metallic, wood-grain, or glossy?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Would you currently prefer a lamp supported by a visibly round base?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer illumination with a visibly warm yellow tone?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "70b95e0d-5b95-472a-b2e6-5f4179edd91c", "text": "Silver rectangular-base lamp with curved stem and horizontal LED bar.", "entity_ids": [], "target_view_id": null }, { "option_id": "d26ab0c8-c162-4bf2-8a59-ada47f1e9df2", "text": "Wood-look angled lamp with horizontal bar, white round base, red cord.", "entity_ids": [], "target_view_id": null }, { "option_id": "b1e0a24d-224b-4b35-a934-5bdd5a86841a", "text": "White rounded-rectangle frame lamp surrounding a flower vase.", "entity_ids": [], "target_view_id": null }, { "option_id": "5943b226-f66c-4f5f-a01f-269ad2ee86ba", "text": "Glowing low lamp with layered brown floral-cutout curved panels.", "entity_ids": [], "target_view_id": null }, { "option_id": "ae09d69e-a1b4-476c-912c-691e42afc79f", "text": "Four slender lamps with flared ribbed shades in assorted neutral colors.", "entity_ids": [], "target_view_id": null }, { "option_id": "87e00232-f588-4209-ad7b-38e6215c555e", "text": "Three glowing paper-like lantern lamps on thin wire frames.", "entity_ids": [], "target_view_id": null }, { "option_id": "baddb8a6-e84c-41c5-87c9-f5f28aed0f01", "text": "Eight glossy metallic lamps with tapered shades in assorted colors.", "entity_ids": [], "target_view_id": null }, { "option_id": "08eb1190-474c-4ee8-909b-2b1eb455411f", "text": "Three square-shaded lamps in gray, black, and white.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "d26ab0c8-c162-4bf2-8a59-ada47f1e9df2", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer a wood-grain finish.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "28_syamlpmmgyU:stale_preference:003:916c9550", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 3, "canonical_question": "When three matching square-shaded table lamps in three colors appear side by side, now that you have moved to a home studio and no longer use your old metal desk, tell me which of all the table lamps currently shown best suits you?", "historical_preference": "I preferred a brushed silver-metal finish.\nI used a metal desk and wanted a lamp finish that coordinated with it; I have moved to a home studio and no longer use my old metal desk.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 229.096, "original_segment_end_s": 319.085, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000028/evidence/turn_000004/option_001.jpg", "cases/UPC_000028/evidence/turn_000004/option_002.jpg", "cases/UPC_000028/evidence/turn_000004/option_003.jpg", "cases/UPC_000028/evidence/turn_000004/option_004.jpg", "cases/UPC_000028/evidence/turn_000004/option_005.jpg", "cases/UPC_000028/evidence/turn_000004/option_006.jpg", "cases/UPC_000028/evidence/turn_000004/option_007.jpg", "cases/UPC_000028/evidence/turn_000004/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当三盏同款、三种颜色的方形灯罩台灯并排出现时，告诉我目前出现的所有台灯哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "木质横杆红线灯" }, "wrong_answer": { "text": "磨砂盒弯颈灯" }, "answer_options": [ { "id": "70b95e0d-5b95-472a-b2e6-5f4179edd91c", "text": "磨砂盒弯颈灯", "image_filename": "28_syamlpmmgyU_t233.1s_磨砂盒弯颈灯.jpg" }, { "id": "d26ab0c8-c162-4bf2-8a59-ada47f1e9df2", "text": "木质横杆红线灯", "image_filename": "28_syamlpmmgyU_t241.1s_木质横杆红线灯.jpg" }, { "id": "b1e0a24d-224b-4b35-a934-5bdd5a86841a", "text": "玻璃罩花束灯", "image_filename": "28_syamlpmmgyU_t260.1s_玻璃罩花束灯.jpg" }, { "id": "5943b226-f66c-4f5f-a01f-269ad2ee86ba", "text": "镂空金色球灯", "image_filename": "28_syamlpmmgyU_t269.1s_镂空金色球灯.jpg" }, { "id": "ae09d69e-a1b4-476c-912c-691e42afc79f", "text": "木条百叶罩灯组", "image_filename": "28_syamlpmmgyU_t286.1s_木条百叶罩灯组.jpg" }, { "id": "87e00232-f588-4209-ad7b-38e6215c555e", "text": "铁丝笼纸罩灯", "image_filename": "28_syamlpmmgyU_t296.1s_铁丝笼纸罩灯.jpg" }, { "id": "baddb8a6-e84c-41c5-87c9-f5f28aed0f01", "text": "多色条纹罩灯排", "image_filename": "28_syamlpmmgyU_t305.1s_多色条纹罩灯排.jpg" }, { "id": "08eb1190-474c-4ee8-909b-2b1eb455411f", "text": "三色方罩灯组", "image_filename": "28_syamlpmmgyU_t314.1s_三色方罩灯组.jpg" } ] } }, "preference_change_context": { "past_context": "I used a metal desk and wanted a lamp finish that coordinated with it.", "current_context": "I have moved to a home studio and no longer use my old metal desk.", "why_old_basis_expired": "The metal desk that motivated my former finish preference is no longer used." }, "affected_old_preference": "I preferred a brushed silver-metal finish.", "new_preference": "I currently prefer a wood-grain finish.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "B" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "number of lamps presented together", "expected_user_reply": "I currently prefer a single lamp.", "matching_answer_labels": [ "A", "B", "C", "D" ] }, { "label": "B", "feature": "power cord visibility", "expected_user_reply": "I currently prefer a clearly visible power cord.", "matching_answer_labels": [ "A", "B", "F", "H" ] }, { "label": "C", "feature": "horizontal light-bar geometry", "expected_user_reply": "I currently prefer a long horizontal light bar.", "matching_answer_labels": [ "A", "B" ] }, { "label": "D", "feature": "surface finish appearance", "expected_user_reply": "I currently prefer a wood-grain finish.", "matching_answer_labels": [ "B" ] }, { "label": "E", "feature": "base shape", "expected_user_reply": "I currently prefer a visibly round base.", "matching_answer_labels": [ "B", "E", "F", "G" ] }, { "label": "F", "feature": "visible illumination color", "expected_user_reply": "I currently prefer warm yellow illumination.", "matching_answer_labels": [ "B", "D", "E", "F", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:25:11.352054+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862211+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When three matching square-shaded table lamps in three colors appear side by side, now that you have moved to a home studio and no longer use your old metal desk, tell me which of all the table lamps currently shown best suits you?", "language": "en" } } } }, { "turn_id": "UPC_000028_turn_000005", "query": { "text": "When a table lamp with two glowing diagonal bars forming a V appears, now that you have moved from an art studio to a shared office, tell me which of all the table lamps shown so far best suits you?", "language": "en" }, "query_time_s": 319.085, "time_range": { "start_s": 319.085, "end_s": 366.099 }, "windows": { "waiting": null, "asking": { "start_s": 319.085, "end_s": 354.588, "start_frame": 9563, "end_frame": 10627 }, "answering": { "start_s": 354.588, "end_s": 366.099, "start_frame": 10627, "end_frame": 10972 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which visible color palette do you currently prefer for the lamp?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer a tabletop-scale or floor-standing lamp?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What shade coverage do you currently want around the light source?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which visible base footprint shape do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What visible light color do you currently prefer from the lamp?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What overall frame geometry do you currently prefer for your lamp?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "a21959b3-8893-406f-8467-ba2c3aefb6e6", "text": "Exposed-bulb table lamp with an irregular looping black frame", "entity_ids": [], "target_view_id": null }, { "option_id": "b59d1657-9b39-4fcc-b5c5-5003187efb12", "text": "White table lamp with tilted dome shade and glossy sculpted base", "entity_ids": [], "target_view_id": null }, { "option_id": "6ead66de-3df7-44d4-92bd-0aa85395e5e3", "text": "Slender brass-toned table lamp with angular folded white shade", "entity_ids": [], "target_view_id": null }, { "option_id": "8a523a88-2159-40c3-b5da-02dec2b6b334", "text": "Smoky rounded rectangular lamp on an open black metal stand", "entity_ids": [], "target_view_id": null }, { "option_id": "0afd7a4f-0e3d-40b2-bcc3-eb498361aeaf", "text": "Bright yellow table lamp with conical shade and curved stem", "entity_ids": [], "target_view_id": null }, { "option_id": "e7765a68-5690-490a-99ee-a7a32d9e64bd", "text": "Tall black rectangular lamp with horizontal slatted upper section", "entity_ids": [], "target_view_id": null }, { "option_id": "239e2b45-6eb0-46c3-b24d-27dae56a6b07", "text": "Glowing cylindrical lamp held by a looping black metal frame", "entity_ids": [], "target_view_id": null }, { "option_id": "e6bb5ae9-7943-4697-87e1-128b273b7b35", "text": "Black arched floor lamp with cream cylindrical hanging shade", "entity_ids": [], "target_view_id": null }, { "option_id": "4d4b9de0-de27-4130-8474-6ade2a30aeae", "text": "Dark-shaded lamp with intertwined silver and brown curved supports", "entity_ids": [], "target_view_id": null }, { "option_id": "46354da6-ad25-4531-a84f-5bbd962386bb", "text": "Table lamp with glowing diagonal bars and black V-shaped frame", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "46354da6-ad25-4531-a84f-5bbd962386bb", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer an angular V-shaped frame.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "28_syamlpmmgyU:stale_preference:004:4be52304", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 4, "canonical_question": "When a table lamp with two glowing diagonal bars forming a V appears, now that you have moved from an art studio to a shared office, tell me which of all the table lamps shown so far best suits you?", "historical_preference": "I prefer an irregular tangled loop frame.\nI worked in an art studio where freeform decor inspired my lamp choices; I have moved from the art studio to a shared office.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 319.085, "original_segment_end_s": 366.099, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000028/evidence/turn_000005/option_001.jpg", "cases/UPC_000028/evidence/turn_000005/option_002.jpg", "cases/UPC_000028/evidence/turn_000005/option_003.jpg", "cases/UPC_000028/evidence/turn_000005/option_004.jpg", "cases/UPC_000028/evidence/turn_000005/option_005.jpg", "cases/UPC_000028/evidence/turn_000005/option_006.jpg", "cases/UPC_000028/evidence/turn_000005/option_007.jpg", "cases/UPC_000028/evidence/turn_000005/option_008.jpg", "cases/UPC_000028/evidence/turn_000005/option_009.jpg", "cases/UPC_000028/evidence/turn_000005/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当两条发光斜杆呈 V 字形的台灯出现时，告诉我目前出现的所有台灯哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "V形LED灯" }, "wrong_answer": { "text": "缠绕电线灯" }, "answer_options": [ { "id": "a21959b3-8893-406f-8467-ba2c3aefb6e6", "text": "缠绕电线灯", "image_filename": "28_syamlpmmgyU_t323.1s_缠绕电线灯.jpg" }, { "id": "b59d1657-9b39-4fcc-b5c5-5003187efb12", "text": "倾斜白罩气泡灯", "image_filename": "28_syamlpmmgyU_t332.1s_倾斜白罩气泡灯.jpg" }, { "id": "6ead66de-3df7-44d4-92bd-0aa85395e5e3", "text": "折纸鸟金杆灯", "image_filename": "28_syamlpmmgyU_t340.1s_折纸鸟金杆灯.jpg" }, { "id": "8a523a88-2159-40c3-b5da-02dec2b6b334", "text": "黑色胶囊玻璃灯", "image_filename": "28_syamlpmmgyU_t340.1s_黑色胶囊玻璃灯.jpg" }, { "id": "0afd7a4f-0e3d-40b2-bcc3-eb498361aeaf", "text": "黄色流淌漆灯", "image_filename": "28_syamlpmmgyU_t340.1s_黄色流淌漆灯.jpg" }, { "id": "e7765a68-5690-490a-99ee-a7a32d9e64bd", "text": "横条格栅柱灯", "image_filename": "28_syamlpmmgyU_t349.1s_横条格栅柱灯.jpg" }, { "id": "239e2b45-6eb0-46c3-b24d-27dae56a6b07", "text": "圆柱罩环架灯", "image_filename": "28_syamlpmmgyU_t349.1s_圆柱罩环架灯.jpg" }, { "id": "e6bb5ae9-7943-4697-87e1-128b273b7b35", "text": "银色弧形灯", "image_filename": "28_syamlpmmgyU_t349.1s_银色弧形灯.jpg" }, { "id": "4d4b9de0-de27-4130-8474-6ade2a30aeae", "text": "白木扭曲柱灯", "image_filename": "28_syamlpmmgyU_t349.1s_白木扭曲柱灯.jpg" }, { "id": "46354da6-ad25-4531-a84f-5bbd962386bb", "text": "V形LED灯", "image_filename": "28_syamlpmmgyU_t364.1s_V形LED灯.jpg" } ] } }, "preference_change_context": { "past_context": "I worked in an art studio where freeform decor inspired my lamp choices.", "current_context": "I have moved from the art studio to a shared office.", "why_old_basis_expired": "The freeform studio decor no longer provides a reason to reuse my former preference." }, "affected_old_preference": "I prefer an irregular tangled loop frame.", "new_preference": "I prefer an angular V-shaped frame.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "J" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible color palette", "expected_user_reply": "I prefer black paired with a light neutral element.", "matching_answer_labels": [ "A", "F", "G", "H", "J" ] }, { "label": "B", "feature": "overall lamp scale", "expected_user_reply": "I currently prefer a tabletop-scale lamp.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "J" ] }, { "label": "C", "feature": "shade coverage", "expected_user_reply": "I prefer an uncovered or openly exposed light source.", "matching_answer_labels": [ "A", "J" ] }, { "label": "D", "feature": "base footprint shape", "expected_user_reply": "I prefer a visibly rounded base footprint.", "matching_answer_labels": [ "C", "G", "H", "J" ] }, { "label": "E", "feature": "visible light color", "expected_user_reply": "I prefer a white or warm-white glow.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "J" ] }, { "label": "F", "feature": "overall frame geometry", "expected_user_reply": "I prefer an angular V-shaped frame.", "matching_answer_labels": [ "J" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:25:02.688477+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862215+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a table lamp with two glowing diagonal bars forming a V appears, now that you have moved from an art studio to a shared office, tell me which of all the table lamps shown so far best suits you?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/28_syamlpmmgyU/28_syamlpmmgyU.mp4", "duration_s": 369.135433, "width": 1920, "height": 1080, "fps": { "num": 30000, "den": 1001 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000029", "source": { "dataset": "YouTube", "video_id": "29_4htw-byAaok", "filename": "29_4htw-byAaok.mp4", "url": null, "input_filename": "29_4htw-byAaok.mp4" }, "media": { "uri": "cases/UPC_000029/video.mp4", "duration_s": 406.033333, "width": 1280, "height": 720, "frame_count": 12284, "fps": { "num": 30, "den": 1, "value": 30.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000029_turn_000001", "query": { "text": "When a loft bed with a yellow mattress and a blue bicycle beneath it appears, now that you have moved from an open-plan studio into an apartment with a separate bedroom, tell me which of all the loft-bed solutions shown best suits you?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 140.0 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 123.2, "start_frame": 0, "end_frame": 3696 }, "answering": { "start_s": 123.2, "end_s": 140.0, "start_frame": 3696, "end_frame": 4200 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which visible frame color do you currently prefer for your loft bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What bedding color palette do you currently want on your loft bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer your loft-bed scene decorated with visible green plants?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you prefer a loft-bed design without a visibly shown ladder?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer layered, visibly rumpled bedding on your loft bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "How do you currently prefer using the space beneath your loft bed?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "29dbc03a-a138-43af-ac31-cab253ae5329", "text": "Metal loft platform above an open kitchen and orange-accented living area.", "entity_ids": [], "target_view_id": null }, { "option_id": "ad2bd8f9-7059-4d3a-918a-3d3620a530c7", "text": "Galvanized metal loft bed with white bedding and wooden platform.", "entity_ids": [], "target_view_id": null }, { "option_id": "60f7a08a-1103-4e87-bafd-aaed75ad7eef", "text": "Low bed with gray pillows, neutral bedding, and bedside plants.", "entity_ids": [], "target_view_id": null }, { "option_id": "4a54f05e-9e1b-4512-a549-56dc4909f2d5", "text": "White wooden loft bed above a gray sofa and patterned cushions.", "entity_ids": [], "target_view_id": null }, { "option_id": "ea004c3a-910f-48cb-ba48-a2837c969bea", "text": "White platform loft bed with drawers, dark bedding, and green plants.", "entity_ids": [], "target_view_id": null }, { "option_id": "a3844d7a-49f7-461e-a49e-d63c3954aeaa", "text": "Wood-clad loft structure above a black kitchen and compact office.", "entity_ids": [], "target_view_id": null }, { "option_id": "6e0bebb3-5da6-4065-bfef-464d37e596c2", "text": "White loft bed above a wooden easel, artwork, and plants.", "entity_ids": [], "target_view_id": null }, { "option_id": "12f05cc9-2845-4157-b922-7099d8897f9a", "text": "White loft bed with yellow bedding and blue bicycle underneath.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ea004c3a-910f-48cb-ba48-a2837c969bea", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer built-in drawer storage beneath the sleeping platform.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "29_4htw-byAaok:stale_preference:000:95b2fe8f", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When a loft bed with a yellow mattress and a blue bicycle beneath it appears, now that you have moved from an open-plan studio into an apartment with a separate bedroom, tell me which of all the loft-bed solutions shown best suits you?", "historical_preference": "I prefer an open living-and-dining area beneath my loft bed.\nI lived in a one-room studio and needed an open living-and-dining zone beneath my loft bed; I now live in an apartment with a separate bedroom.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 140.0, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000029/evidence/turn_000001/option_001.jpg", "cases/UPC_000029/evidence/turn_000001/option_002.jpg", "cases/UPC_000029/evidence/turn_000001/option_003.jpg", "cases/UPC_000029/evidence/turn_000001/option_004.jpg", "cases/UPC_000029/evidence/turn_000001/option_005.jpg", "cases/UPC_000029/evidence/turn_000001/option_006.jpg", "cases/UPC_000029/evidence/turn_000001/option_007.jpg", "cases/UPC_000029/evidence/turn_000001/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现黄色床垫、床下挂着一辆蓝色自行车的阁楼床时，告诉我目前出现的所有阁楼床方案哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "黑被宜家改装阁楼床" }, "wrong_answer": { "text": "橙沙发工作室阁楼床" }, "answer_options": [ { "id": "29dbc03a-a138-43af-ac31-cab253ae5329", "text": "橙沙发工作室阁楼床", "image_filename": "29_4htw-byAaok_t10.9s_橙沙发工作室阁楼床.jpg" }, { "id": "ad2bd8f9-7059-4d3a-918a-3d3620a530c7", "text": "铁管架白床阁楼床", "image_filename": "29_4htw-byAaok_t25.9s_铁管架白床阁楼床.jpg" }, { "id": "60f7a08a-1103-4e87-bafd-aaed75ad7eef", "text": "灰枕绿植床铺", "image_filename": "29_4htw-byAaok_t40.9s_灰枕绿植床铺.jpg" }, { "id": "4a54f05e-9e1b-4512-a549-56dc4909f2d5", "text": "白木四柱餐桌阁楼床", "image_filename": "29_4htw-byAaok_t61.9s_白木四柱餐桌阁楼床.jpg" }, { "id": "ea004c3a-910f-48cb-ba48-a2837c969bea", "text": "黑被宜家改装阁楼床", "image_filename": "29_4htw-byAaok_t82.9s_黑被宜家改装阁楼床.jpg" }, { "id": "a3844d7a-49f7-461e-a49e-d63c3954aeaa", "text": "厨房上方胶合板阁楼", "image_filename": "29_4htw-byAaok_t97.9s_厨房上方胶合板阁楼.jpg" }, { "id": "6e0bebb3-5da6-4065-bfef-464d37e596c2", "text": "假内嵌白色阁楼床", "image_filename": "29_4htw-byAaok_t112.9s_假内嵌白色阁楼床.jpg" }, { "id": "12f05cc9-2845-4157-b922-7099d8897f9a", "text": "黄床垫单车阁楼床", "image_filename": "29_4htw-byAaok_t130.9s_黄床垫单车阁楼床.jpg" } ] } }, "preference_change_context": { "past_context": "I lived in a one-room studio and needed an open living-and-dining zone beneath my loft bed.", "current_context": "I now live in an apartment with a separate bedroom.", "why_old_basis_expired": "The move removed the need to fit my living and dining area beneath the bed." }, "affected_old_preference": "I prefer an open living-and-dining area beneath my loft bed.", "new_preference": "I prefer built-in drawer storage beneath the sleeping platform.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible frame color", "expected_user_reply": "I prefer a white frame.", "matching_answer_labels": [ "D", "E", "G", "H" ] }, { "label": "B", "feature": "bedding color palette", "expected_user_reply": "I prefer neutral black, white, and gray bedding.", "matching_answer_labels": [ "D", "E" ] }, { "label": "C", "feature": "visible plant decoration", "expected_user_reply": "I prefer visible green plants around my loft bed.", "matching_answer_labels": [ "A", "C", "D", "E", "F", "G" ] }, { "label": "D", "feature": "visible ladder presence", "expected_user_reply": "I prefer no visibly shown ladder.", "matching_answer_labels": [ "B", "C", "E" ] }, { "label": "E", "feature": "bedding neatness and layering", "expected_user_reply": "I prefer layered, visibly rumpled bedding.", "matching_answer_labels": [ "C", "D", "E", "G" ] }, { "label": "F", "feature": "use of space beneath the sleeping platform", "expected_user_reply": "I prefer built-in drawer storage beneath the sleeping platform.", "matching_answer_labels": [ "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:25:20.954950+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862219+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a loft bed with a yellow mattress and a blue bicycle beneath it appears, now that you have moved from an open-plan studio into an apartment with a separate bedroom, tell me which of all the loft-bed solutions shown best suits you?", "language": "en" } } } }, { "turn_id": "UPC_000029_turn_000002", "query": { "text": "When a split-screen plywood loft bed appears with a red bicycle hanging inside and a man sitting on a dark blue sofa, now that you have moved from a narrow hallway apartment to a home with clear floor space beside the bed, tell me which of all the loft-bed designs currently shown suits you best?", "language": "en" }, "query_time_s": 140.0, "time_range": { "start_s": 140.0, "end_s": 254.2 }, "windows": { "waiting": null, "asking": { "start_s": 140.0, "end_s": 240.2, "start_frame": 4200, "end_frame": 7206 }, "answering": { "start_s": 240.2, "end_s": 254.2, "start_frame": 7206, "end_frame": 7626 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What frame color palette do you currently prefer for the loft bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently want built-in shelves and cabinets beneath the loft?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What access-ladder orientation do you currently prefer for the loft bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer predominantly white bedding on the raised bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you prefer the loft design displayed with people using it?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently want a visible workspace beneath the sleeping platform?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "b6448ee8-318a-430d-af73-d2f6346519f7", "text": "White ceiling loft with black ladder above a teal floral sofa.", "entity_ids": [], "target_view_id": null }, { "option_id": "7f790edf-3a64-4d9b-8e6e-e3be5ceacd50", "text": "Concrete-framed loft with angled black ladder, white table, and shelving.", "entity_ids": [], "target_view_id": null }, { "option_id": "a709dfa3-0301-4695-8eb8-23643817bf7e", "text": "Pale wood loft with white wire railing, stairs, sink, and desk.", "entity_ids": [], "target_view_id": null }, { "option_id": "496a4395-e895-4b6b-8993-8d9d0abdc993", "text": "White wall loft with rustic wooden ladder above brown sectional sofa.", "entity_ids": [], "target_view_id": null }, { "option_id": "172f037d-69f5-4f6f-a233-2b0aa315afd1", "text": "Dark wood loft with metal ladder, wardrobe, media shelves, and records.", "entity_ids": [], "target_view_id": null }, { "option_id": "a6eef4e7-6341-46b2-86a3-b593700dcdb4", "text": "Recessed white loft with weathered wooden ladder and pale blue bedding.", "entity_ids": [], "target_view_id": null }, { "option_id": "577c0a3b-a4b2-47ce-b107-0f983def4f16", "text": "Plywood loft with black trim, stairs, red bicycle, and blue sofa.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "7f790edf-3a64-4d9b-8e6e-e3be5ceacd50", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer an angled access ladder.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "29_4htw-byAaok:stale_preference:001:efebf1c7", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When a split-screen plywood loft bed appears with a red bicycle hanging inside and a man sitting on a dark blue sofa, now that you have moved from a narrow hallway apartment to a home with clear floor space beside the bed, tell me which of all the loft-bed designs currently shown suits you best?", "historical_preference": "I preferred a centrally positioned vertical access ladder.\nMy previous apartment had a narrow access aisle requiring a centrally positioned vertical ladder; I have moved to a home with clear floor space beside the bed.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 140.0, "original_segment_end_s": 254.2, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000029/evidence/turn_000002/option_001.jpg", "cases/UPC_000029/evidence/turn_000002/option_002.jpg", "cases/UPC_000029/evidence/turn_000002/option_003.jpg", "cases/UPC_000029/evidence/turn_000002/option_004.jpg", "cases/UPC_000029/evidence/turn_000002/option_005.jpg", "cases/UPC_000029/evidence/turn_000002/option_006.jpg", "cases/UPC_000029/evidence/turn_000002/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现左右双格、盒内挂红色自行车且男子坐在深蓝沙发上的胶合板阁楼床时，告诉我目前出现的所有阁楼床方案哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "变形家具阁楼床" }, "wrong_answer": { "text": "青绿沙发隐形阁楼床" }, "answer_options": [ { "id": "b6448ee8-318a-430d-af73-d2f6346519f7", "text": "青绿沙发隐形阁楼床", "image_filename": "29_4htw-byAaok_t147.9s_青绿沙发隐形阁楼床.jpg" }, { "id": "7f790edf-3a64-4d9b-8e6e-e3be5ceacd50", "text": "变形家具阁楼床", "image_filename": "29_4htw-byAaok_t165.9s_变形家具阁楼床.jpg" }, { "id": "a709dfa3-0301-4695-8eb8-23643817bf7e", "text": "洗手池上方阁楼床", "image_filename": "29_4htw-byAaok_t183.9s_洗手池上方阁楼床.jpg" }, { "id": "496a4395-e895-4b6b-8993-8d9d0abdc993", "text": "棕沙发储物阁楼床", "image_filename": "29_4htw-byAaok_t197.9s_棕沙发储物阁楼床.jpg" }, { "id": "172f037d-69f5-4f6f-a233-2b0aa315afd1", "text": "黑色储物柜阁楼床", "image_filename": "29_4htw-byAaok_t215.9s_黑色储物柜阁楼床.jpg" }, { "id": "a6eef4e7-6341-46b2-86a3-b593700dcdb4", "text": "瑞典灰被阁楼床", "image_filename": "29_4htw-byAaok_t233.9s_瑞典灰被阁楼床.jpg" }, { "id": "577c0a3b-a4b2-47ce-b107-0f983def4f16", "text": "红单车蓝沙发阁楼箱", "image_filename": "29_4htw-byAaok_t245.9s_红单车蓝沙发阁楼箱.jpg" } ] } }, "preference_change_context": { "past_context": "My previous apartment had a narrow access aisle requiring a centrally positioned vertical ladder.", "current_context": "I have moved to a home with clear floor space beside the bed.", "why_old_basis_expired": "The wider access area removes the space constraint behind my former ladder preference." }, "affected_old_preference": "I preferred a centrally positioned vertical access ladder.", "new_preference": "I prefer an angled access ladder.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "B" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "frame color palette", "expected_user_reply": "I prefer a pale neutral frame.", "matching_answer_labels": [ "A", "B", "C", "D", "F", "G" ] }, { "label": "B", "feature": "integrated under-loft storage", "expected_user_reply": "I prefer built-in shelves and cabinets beneath the loft.", "matching_answer_labels": [ "B", "E", "G" ] }, { "label": "C", "feature": "access-ladder orientation", "expected_user_reply": "I prefer an angled access ladder.", "matching_answer_labels": [ "B" ] }, { "label": "D", "feature": "raised-bed bedding color", "expected_user_reply": "I prefer predominantly white bedding.", "matching_answer_labels": [ "B", "C" ] }, { "label": "E", "feature": "people visibly using the design", "expected_user_reply": "I prefer the design displayed with people using it.", "matching_answer_labels": [ "B", "G" ] }, { "label": "F", "feature": "visible under-loft workspace", "expected_user_reply": "I prefer a visible workspace beneath the sleeping platform.", "matching_answer_labels": [ "B", "C" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:25:08.041987+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862223+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a split-screen plywood loft bed appears with a red bicycle hanging inside and a man sitting on a dark blue sofa, now that you have moved from a narrow hallway apartment to a home with clear floor space beside the bed, tell me which of all the loft-bed designs currently shown suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000029_turn_000003", "query": { "text": "When a split-screen view shows a white bookshelf loft bed above a dark gray sofa and black floor lamp, now that you have moved from a tiny studio to a larger apartment with separate rooms, tell me which of the loft bed designs shown so far suits you best?", "language": "en" }, "query_time_s": 254.2, "time_range": { "start_s": 254.2, "end_s": 403.0 }, "windows": { "waiting": null, "asking": { "start_s": 254.2, "end_s": 387.4, "start_frame": 7626, "end_frame": 11622 }, "answering": { "start_s": 387.4, "end_s": 403.0, "start_frame": 11622, "end_frame": 12090 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What overall interior color palette do you prefer for your loft?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What ladder color and style do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What type of seating do you prefer beneath your loft?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What wall decoration do you prefer beneath your loft?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What loft ceiling finish and lighting treatment do you prefer now?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What window covering style do you prefer beside your loft?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_e", "correct_option_ids": [ "ask_e" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "da8efba4-3c13-4305-9d9f-bdea49b714fc", "text": "White loft bed with ladder, teal ceiling, desk, and gray sofa.", "entity_ids": [], "target_view_id": null }, { "option_id": "948f5aed-9147-4439-a5d1-c08649d74558", "text": "Pale wood loft bed with curtains, shelving, fireplace, and patterned cushions.", "entity_ids": [], "target_view_id": null }, { "option_id": "716d67c2-a1c6-40ba-b961-eccc203e3c06", "text": "Pale wood platform loft with steps, cabinets, net divider, and pegboard.", "entity_ids": [], "target_view_id": null }, { "option_id": "5e6630e9-0158-436a-8629-f75142915197", "text": "Plywood loft bed with block stairs, open closet, and hanging plants.", "entity_ids": [], "target_view_id": null }, { "option_id": "870967a5-6592-4bba-b513-4c4b49b4d3d7", "text": "White loft above kitchenette and dining area with boxy white stairs.", "entity_ids": [], "target_view_id": null }, { "option_id": "8c0255f3-caed-42d1-8869-70dc00ba436c", "text": "Low pale plywood loft bed with storage cabinets and white bedding.", "entity_ids": [], "target_view_id": null }, { "option_id": "bae683a7-1548-4ed9-b9c1-db806161343a", "text": "White loft above sofa with ladder, recessed spotlights, and gray curtains.", "entity_ids": [], "target_view_id": null }, { "option_id": "4ae84dba-0d84-424a-9b60-5661db85217a", "text": "White loft above kitchen and dining area with ladder and chandelier.", "entity_ids": [], "target_view_id": null }, { "option_id": "89f69a4f-0eac-453b-b0d5-9752ab2ea45b", "text": "Low white loft bed with transparent railing and dark gray bedding.", "entity_ids": [], "target_view_id": null }, { "option_id": "27cbafc0-cbfa-48b0-a8bf-a7bf53c48511", "text": "White bookshelf loft above dark gray sofa and black floor lamp.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "bae683a7-1548-4ed9-b9c1-db806161343a", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a white loft underside lined with many recessed spotlights.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "29_4htw-byAaok:stale_preference:002:6f1b4fa1", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When a split-screen view shows a white bookshelf loft bed above a dark gray sofa and black floor lamp, now that you have moved from a tiny studio to a larger apartment with separate rooms, tell me which of the loft bed designs shown so far suits you best?", "historical_preference": "I prefer a teal-painted loft ceiling.\nIn my tiny studio, I favored a teal loft ceiling to define the sleeping zone; I have moved from a tiny studio to a larger apartment with separate rooms.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 254.2, "original_segment_end_s": 403.0, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000029/evidence/turn_000003/option_001.jpg", "cases/UPC_000029/evidence/turn_000003/option_002.jpg", "cases/UPC_000029/evidence/turn_000003/option_003.jpg", "cases/UPC_000029/evidence/turn_000003/option_004.jpg", "cases/UPC_000029/evidence/turn_000003/option_005.jpg", "cases/UPC_000029/evidence/turn_000003/option_006.jpg", "cases/UPC_000029/evidence/turn_000003/option_007.jpg", "cases/UPC_000029/evidence/turn_000003/option_008.jpg", "cases/UPC_000029/evidence/turn_000003/option_009.jpg", "cases/UPC_000029/evidence/turn_000003/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现左右双格、阁楼床下深灰沙发配黑色落地灯的白色书架阁楼床时，告诉我目前出现的所有阁楼床方案哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "蓝窗帘灯光阁楼床" }, "wrong_answer": { "text": "青蓝天花DIY阁楼床" }, "answer_options": [ { "id": "da8efba4-3c13-4305-9d9f-bdea49b714fc", "text": "青蓝天花DIY阁楼床", "image_filename": "29_4htw-byAaok_t259.9s_青蓝天花DIY阁楼床.jpg" }, { "id": "948f5aed-9147-4439-a5d1-c08649d74558", "text": "帘子隔断双层阁楼床", "image_filename": "29_4htw-byAaok_t270.9s_帘子隔断双层阁楼床.jpg" }, { "id": "716d67c2-a1c6-40ba-b961-eccc203e3c06", "text": "粉色洞洞板阁楼床", "image_filename": "29_4htw-byAaok_t283.9s_粉色洞洞板阁楼床.jpg" }, { "id": "5e6630e9-0158-436a-8629-f75142915197", "text": "红睡袍衣柜阁楼床", "image_filename": "29_4htw-byAaok_t299.9s_红睡袍衣柜阁楼床.jpg" }, { "id": "870967a5-6592-4bba-b513-4c4b49b4d3d7", "text": "楼梯下储物阁楼床", "image_filename": "29_4htw-byAaok_t317.9s_楼梯下储物阁楼床.jpg" }, { "id": "8c0255f3-caed-42d1-8869-70dc00ba436c", "text": "矮款胶合板平台床", "image_filename": "29_4htw-byAaok_t335.9s_矮款胶合板平台床.jpg" }, { "id": "bae683a7-1548-4ed9-b9c1-db806161343a", "text": "蓝窗帘灯光阁楼床", "image_filename": "29_4htw-byAaok_t352.9s_蓝窗帘灯光阁楼床.jpg" }, { "id": "4ae84dba-0d84-424a-9b60-5661db85217a", "text": "隐形护栏白阁楼床", "image_filename": "29_4htw-byAaok_t368.9s_隐形护栏白阁楼床.jpg" }, { "id": "89f69a4f-0eac-453b-b0d5-9752ab2ea45b", "text": "灰毯护栏阁楼床", "image_filename": "29_4htw-byAaok_t380.9s_灰毯护栏阁楼床.jpg" }, { "id": "27cbafc0-cbfa-48b0-a8bf-a7bf53c48511", "text": "书架阁楼床", "image_filename": "29_4htw-byAaok_t393.9s_书架阁楼床.jpg" } ] } }, "preference_change_context": { "past_context": "In my tiny studio, I favored a teal loft ceiling to define the sleeping zone.", "current_context": "I have moved from a tiny studio to a larger apartment with separate rooms.", "why_old_basis_expired": "Separate rooms remove the need to define my sleeping zone through ceiling color." }, "affected_old_preference": "I prefer a teal-painted loft ceiling.", "new_preference": "I prefer a white loft underside lined with many recessed spotlights.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "G" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "overall interior color palette", "expected_user_reply": "I prefer a predominantly white interior.", "matching_answer_labels": [ "E", "F", "G", "H", "J" ] }, { "label": "B", "feature": "ladder color and style", "expected_user_reply": "I prefer a white leaning ladder.", "matching_answer_labels": [ "A", "G", "H", "J" ] }, { "label": "C", "feature": "under-loft seating type", "expected_user_reply": "I prefer a sofa beneath the loft.", "matching_answer_labels": [ "A", "G", "H", "J" ] }, { "label": "D", "feature": "under-loft wall decoration", "expected_user_reply": "I prefer framed wall art beneath the loft.", "matching_answer_labels": [ "G", "J" ] }, { "label": "E", "feature": "loft ceiling finish and integrated lighting", "expected_user_reply": "I prefer a white loft underside lined with many recessed spotlights.", "matching_answer_labels": [ "G" ] }, { "label": "F", "feature": "window covering style", "expected_user_reply": "I prefer curtains beside the loft.", "matching_answer_labels": [ "A", "B", "D", "F", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:25:30.463646+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862227+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a split-screen view shows a white bookshelf loft bed above a dark gray sofa and black floor lamp, now that you have moved from a tiny studio to a larger apartment with separate rooms, tell me which of the loft bed designs shown so far suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/29_4htw-byAaok/29_4htw-byAaok.mp4", "duration_s": 406.033333, "width": 1280, "height": 720, "fps": { "num": 30, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000030", "source": { "dataset": "YouTube", "video_id": "30_-beZZDLBeoQ", "filename": "30_-beZZDLBeoQ.mp4", "url": null, "input_filename": "30_-beZZDLBeoQ.mp4" }, "media": { "uri": "cases/UPC_000030/video.mp4", "duration_s": 835.04, "width": 1920, "height": 1080, "frame_count": 20876, "fps": { "num": 25, "den": 1, "value": 25.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000030_turn_000001", "query": { "text": "When the scene cuts to a bedroom with a white diamond-quilted bed and white slippers on the rug, now that you have moved from a traditionally trimmed house into an undecorated neutral apartment, tell me which bedroom design shown so far suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 160.0 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 144.0, "start_frame": 0, "end_frame": 3600 }, "answering": { "start_s": 144.0, "end_s": 160.0, "start_frame": 3600, "end_frame": 4000 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What bedding color palette do you currently prefer for your bedroom?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What wall treatment do you currently prefer behind your bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What headboard construction do you currently prefer for your bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What accent pillow color do you currently prefer on your bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What bedside table color do you currently prefer in your bedroom?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What lighting mounting style do you currently prefer in your bedroom?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "064b0ee0-d14d-4cb8-8e4b-e203b73f76e1", "text": "Dark carved wood bed with cream tufted upholstery and curved footboard.", "entity_ids": [], "target_view_id": null }, { "option_id": "a4df68df-b9a0-4155-8e45-c7f6e9b064c3", "text": "White cane-panel headboard with pink pillows and striped white bedding.", "entity_ids": [], "target_view_id": null }, { "option_id": "34efd64e-16e9-4c1d-a188-1e6347199efd", "text": "White cane-panel headboard, gray waffle blanket, and matching drawer chests.", "entity_ids": [], "target_view_id": null }, { "option_id": "f97b126b-8af5-410d-bde9-fbdc4c9eeb56", "text": "Tall gray tufted headboard with mirrored furniture and blush accents.", "entity_ids": [], "target_view_id": null }, { "option_id": "7926d4f1-a0a8-4f3c-8ee0-7e93980616e1", "text": "Beige paneled headboard with brown pillows and white quilted bedding.", "entity_ids": [], "target_view_id": null }, { "option_id": "0d1e5873-89d1-4e73-a916-12359bd21a4d", "text": "White bed with fluffy textiles, face prints, and feather-like lamps.", "entity_ids": [], "target_view_id": null }, { "option_id": "9024f2ac-75d2-4984-9e44-f2f09feb3b56", "text": "Tan slatted headboard with white bedding and radiating semicircle wall art.", "entity_ids": [], "target_view_id": null }, { "option_id": "df112df2-f3a6-4062-8358-890e0bfd912f", "text": "Headboardless bed with dusty-pink cover and black textured bolster pillows.", "entity_ids": [], "target_view_id": null }, { "option_id": "b01b4148-7f45-4b71-8985-5ab625f50e54", "text": "Dark brown upholstered bed with layered cream bedding and pendant lights.", "entity_ids": [], "target_view_id": null }, { "option_id": "4217bd18-0371-4873-9c8b-d2578e164210", "text": "Gray nailhead headboard with patterned pillows and diamond-quilted white bedding.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "9024f2ac-75d2-4984-9e44-f2f09feb3b56", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer an open tan slatted headboard.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "30_-beZZDLBeoQ:stale_preference:000:8a195cf6", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the scene cuts to a bedroom with a white diamond-quilted bed and white slippers on the rug, now that you have moved from a traditionally trimmed house into an undecorated neutral apartment, tell me which bedroom design shown so far suits you best?", "historical_preference": "I preferred a tufted upholstered headboard enclosed by a carved wooden frame.\nIn my former house, I chose headboards to coordinate with its traditional carved wood trim; I have moved from a traditionally trimmed house into an undecorated neutral apartment.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 160.0, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000030/evidence/turn_000001/option_001.jpg", "cases/UPC_000030/evidence/turn_000001/option_002.jpg", "cases/UPC_000030/evidence/turn_000001/option_003.jpg", "cases/UPC_000030/evidence/turn_000001/option_004.jpg", "cases/UPC_000030/evidence/turn_000001/option_005.jpg", "cases/UPC_000030/evidence/turn_000001/option_006.jpg", "cases/UPC_000030/evidence/turn_000001/option_007.jpg", "cases/UPC_000030/evidence/turn_000001/option_008.jpg", "cases/UPC_000030/evidence/turn_000001/option_009.jpg", "cases/UPC_000030/evidence/turn_000001/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到白色菱格绗缝床、地毯上放着一双白色拖鞋的卧室时，告诉我目前出现的所有卧室方案哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "藤编床头太阳墙饰" }, "wrong_answer": { "text": "米色拉扣床头粉花" }, "answer_options": [ { "id": "064b0ee0-d14d-4cb8-8e4b-e203b73f76e1", "text": "米色拉扣床头粉花", "image_filename": "30_-beZZDLBeoQ_t7.0s_米色拉扣床头粉花.jpg" }, { "id": "a4df68df-b9a0-4155-8e45-c7f6e9b064c3", "text": "粉枕白床藤篮", "image_filename": "30_-beZZDLBeoQ_t23.0s_粉枕白床藤篮.jpg" }, { "id": "34efd64e-16e9-4c1d-a188-1e6347199efd", "text": "灰格纹床罩床尾凳", "image_filename": "30_-beZZDLBeoQ_t39.0s_灰格纹床罩床尾凳.jpg" }, { "id": "f97b126b-8af5-410d-bde9-fbdc4c9eeb56", "text": "灰拉扣床头镜面柜", "image_filename": "30_-beZZDLBeoQ_t55.0s_灰拉扣床头镜面柜.jpg" }, { "id": "7926d4f1-a0a8-4f3c-8ee0-7e93980616e1", "text": "棕枕黄灯米色房", "image_filename": "30_-beZZDLBeoQ_t71.0s_棕枕黄灯米色房.jpg" }, { "id": "0d1e5873-89d1-4e73-a916-12359bd21a4d", "text": "全白毛绒床琥珀烛", "image_filename": "30_-beZZDLBeoQ_t87.0s_全白毛绒床琥珀烛.jpg" }, { "id": "9024f2ac-75d2-4984-9e44-f2f09feb3b56", "text": "藤编床头太阳墙饰", "image_filename": "30_-beZZDLBeoQ_t103.0s_藤编床头太阳墙饰.jpg" }, { "id": "df112df2-f3a6-4062-8358-890e0bfd912f", "text": "藕粉床罩米墙", "image_filename": "30_-beZZDLBeoQ_t119.0s_藕粉床罩米墙.jpg" }, { "id": "b01b4148-7f45-4b71-8985-5ab625f50e54", "text": "深棕床流苏毯", "image_filename": "30_-beZZDLBeoQ_t135.0s_深棕床流苏毯.jpg" }, { "id": "4217bd18-0371-4873-9c8b-d2578e164210", "text": "白菱格床灰床头拖鞋", "image_filename": "30_-beZZDLBeoQ_t151.0s_白菱格床灰床头拖鞋.jpg" } ] } }, "preference_change_context": { "past_context": "In my former house, I chose headboards to coordinate with its traditional carved wood trim.", "current_context": "I have moved from a traditionally trimmed house into an undecorated neutral apartment.", "why_old_basis_expired": "The carved trim that justified my former headboard preference is no longer present." }, "affected_old_preference": "I preferred a tufted upholstered headboard enclosed by a carved wooden frame.", "new_preference": "I now prefer an open tan slatted headboard.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "G" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "bedding color palette", "expected_user_reply": "I prefer predominantly white bedding.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "I", "J" ] }, { "label": "B", "feature": "wall treatment", "expected_user_reply": "I prefer rectangular wall paneling.", "matching_answer_labels": [ "A", "C", "G" ] }, { "label": "C", "feature": "headboard construction", "expected_user_reply": "I now prefer an open tan slatted headboard.", "matching_answer_labels": [ "G" ] }, { "label": "D", "feature": "accent pillow color", "expected_user_reply": "I prefer brown accent pillows.", "matching_answer_labels": [ "E", "G" ] }, { "label": "E", "feature": "bedside table color", "expected_user_reply": "I prefer white bedside tables.", "matching_answer_labels": [ "B", "C", "F", "G", "J" ] }, { "label": "F", "feature": "lighting mounting style", "expected_user_reply": "I prefer hanging pendant lights.", "matching_answer_labels": [ "G", "I", "J" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:25:32.221974+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862231+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene cuts to a bedroom with a white diamond-quilted bed and white slippers on the rug, now that you have moved from a traditionally trimmed house into an undecorated neutral apartment, tell me which bedroom design shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000030_turn_000002", "query": { "text": "When the scene cuts to the bedroom with a white dresser, black-framed round mirror, and gray bed throw, now that you have moved to an unfurnished bedroom with neutral walls, tell me which bedroom design shown so far suits you best?", "language": "en" }, "query_time_s": 160.0, "time_range": { "start_s": 160.0, "end_s": 320.0 }, "windows": { "waiting": null, "asking": { "start_s": 160.0, "end_s": 304.0, "start_frame": 4000, "end_frame": 7600 }, "answering": { "start_s": 304.0, "end_s": 320.0, "start_frame": 7600, "end_frame": 8000 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer predominantly white bedding in your bedroom?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which metallic finish do you currently prefer for bedside lamps?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer patterned accent pillows on the bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which accent color palette do you currently prefer for your bedroom?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer bedside storage units with visible drawers?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer windows without fabric curtains in bedrooms?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "47e5cbe2-6691-4ccb-a698-bbc32539244a", "text": "Blush tufted bed with white bedding and striped pillows.", "entity_ids": [], "target_view_id": null }, { "option_id": "578bc790-8485-47f5-ae52-8e68099ce5f4", "text": "Cream upholstered bed with gray quilt and glowing wall lamps.", "entity_ids": [], "target_view_id": null }, { "option_id": "35df88fd-5a47-49a8-ac58-d3113a4e7d56", "text": "Gray slatted bed, woven wall disc, rattan chair, and leafy plants.", "entity_ids": [], "target_view_id": null }, { "option_id": "075e8c1f-3a27-4ae7-bdaa-8fd10c83254a", "text": "White bed with brown checked pillows and large bison artwork.", "entity_ids": [], "target_view_id": null }, { "option_id": "33f89b26-43ca-45fd-9407-5b5003c70b81", "text": "Tall cream tufted headboard, round mirror, and white paneled walls.", "entity_ids": [], "target_view_id": null }, { "option_id": "e77fc56e-9715-46a4-8983-be8b8ec87958", "text": "Gray tufted bed with mirrored nightstand and chunky knit throw.", "entity_ids": [], "target_view_id": null }, { "option_id": "da4d7de0-b387-408f-afb5-274063888b74", "text": "Dark gray headboard with white fuzzy bedding and matching nightstands.", "entity_ids": [], "target_view_id": null }, { "option_id": "69c8e80a-9d9b-42a8-96db-df476184a6c3", "text": "Pale upholstered bed with geometric pillows and chunky gray throw.", "entity_ids": [], "target_view_id": null }, { "option_id": "71fbf632-a9b4-4e5e-88ed-ee997f5f1192", "text": "White cane bed with gray knitted pillows and ornate frame.", "entity_ids": [], "target_view_id": null }, { "option_id": "131c588b-1589-4f9d-b60b-5eb464f6c647", "text": "White bed, gray throw, white dresser, and black-framed round mirror.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "075e8c1f-3a27-4ae7-bdaa-8fd10c83254a", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a warm brown accent palette.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "30_-beZZDLBeoQ:stale_preference:001:6e3d2809", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the scene cuts to the bedroom with a white dresser, black-framed round mirror, and gray bed throw, now that you have moved to an unfurnished bedroom with neutral walls, tell me which bedroom design shown so far suits you best?", "historical_preference": "I preferred a blush-pink accent palette.\nMy previous bedroom had fixed blush-pink curtains that favored matching accents; I have moved to an unfurnished bedroom with neutral walls.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 160.0, "original_segment_end_s": 320.0, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000030/evidence/turn_000002/option_001.jpg", "cases/UPC_000030/evidence/turn_000002/option_002.jpg", "cases/UPC_000030/evidence/turn_000002/option_003.jpg", "cases/UPC_000030/evidence/turn_000002/option_004.jpg", "cases/UPC_000030/evidence/turn_000002/option_005.jpg", "cases/UPC_000030/evidence/turn_000002/option_006.jpg", "cases/UPC_000030/evidence/turn_000002/option_007.jpg", "cases/UPC_000030/evidence/turn_000002/option_008.jpg", "cases/UPC_000030/evidence/turn_000002/option_009.jpg", "cases/UPC_000030/evidence/turn_000002/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到床后是白色斗柜和黑框圆镜、床上搭灰色毛毯的卧室时，告诉我目前出现的所有卧室方案哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "芥末黄枕赤陶墙" }, "wrong_answer": { "text": "粉色拉扣床头" }, "answer_options": [ { "id": "47e5cbe2-6691-4ccb-a698-bbc32539244a", "text": "粉色拉扣床头", "image_filename": "30_-beZZDLBeoQ_t167.0s_粉色拉扣床头.jpg" }, { "id": "578bc790-8485-47f5-ae52-8e68099ce5f4", "text": "白荷叶边床玻璃球灯", "image_filename": "30_-beZZDLBeoQ_t183.0s_白荷叶边床玻璃球灯.jpg" }, { "id": "35df88fd-5a47-49a8-ac58-d3113a4e7d56", "text": "藤椅散尾葵圆墙饰", "image_filename": "30_-beZZDLBeoQ_t199.0s_藤椅散尾葵圆墙饰.jpg" }, { "id": "075e8c1f-3a27-4ae7-bdaa-8fd10c83254a", "text": "芥末黄枕赤陶墙", "image_filename": "30_-beZZDLBeoQ_t215.0s_芥末黄枕赤陶墙.jpg" }, { "id": "33f89b26-43ca-45fd-9407-5b5003c70b81", "text": "奶白拉扣床头窗镜", "image_filename": "30_-beZZDLBeoQ_t231.0s_奶白拉扣床头窗镜.jpg" }, { "id": "e77fc56e-9715-46a4-8983-be8b8ec87958", "text": "灰翼型床头蒲苇", "image_filename": "30_-beZZDLBeoQ_t247.0s_灰翼型床头蒲苇.jpg" }, { "id": "da4d7de0-b387-408f-afb5-274063888b74", "text": "灰墙郁金香白搁板", "image_filename": "30_-beZZDLBeoQ_t263.0s_灰墙郁金香白搁板.jpg" }, { "id": "69c8e80a-9d9b-42a8-96db-df476184a6c3", "text": "白房海星画花纹毯", "image_filename": "30_-beZZDLBeoQ_t279.0s_白房海星画花纹毯.jpg" }, { "id": "71fbf632-a9b4-4e5e-88ed-ee997f5f1192", "text": "白床钩针毯枯枝", "image_filename": "30_-beZZDLBeoQ_t295.0s_白床钩针毯枯枝.jpg" }, { "id": "131c588b-1589-4f9d-b60b-5eb464f6c647", "text": "圆镜斗柜灰毛毯", "image_filename": "30_-beZZDLBeoQ_t311.0s_圆镜斗柜灰毛毯.jpg" } ] } }, "preference_change_context": { "past_context": "My previous bedroom had fixed blush-pink curtains that favored matching accents.", "current_context": "I have moved to an unfurnished bedroom with neutral walls.", "why_old_basis_expired": "The fixed pink furnishings that motivated my former palette are no longer present." }, "affected_old_preference": "I preferred a blush-pink accent palette.", "new_preference": "I now prefer a warm brown accent palette.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "dominant bedding color", "expected_user_reply": "I prefer predominantly white bedding.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H", "I", "J" ] }, { "label": "B", "feature": "bedside lamp metallic finish", "expected_user_reply": "I prefer gold-toned bedside lamps.", "matching_answer_labels": [ "A", "D", "E" ] }, { "label": "C", "feature": "accent pillow pattern", "expected_user_reply": "I prefer patterned accent pillows.", "matching_answer_labels": [ "A", "D", "H" ] }, { "label": "D", "feature": "accent color palette", "expected_user_reply": "I now prefer a warm brown accent palette.", "matching_answer_labels": [ "D" ] }, { "label": "E", "feature": "bedside storage drawer design", "expected_user_reply": "I prefer bedside storage with visible drawers.", "matching_answer_labels": [ "D", "E", "F", "G", "H" ] }, { "label": "F", "feature": "window treatment", "expected_user_reply": "I prefer windows without fabric curtains.", "matching_answer_labels": [ "C", "D", "E", "G", "H", "J" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:25:34.241403+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862235+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene cuts to the bedroom with a white dresser, black-framed round mirror, and gray bed throw, now that you have moved to an unfurnished bedroom with neutral walls, tell me which bedroom design shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000030_turn_000003", "query": { "text": "When the scene cuts to the bedroom with purple flowers in a vase on a wooden footboard bench and a black blanket on the bed, now that you have redecorated your bedroom from warm earth tones to neutral white and gray, tell me which of all the bedroom designs shown so far suits you best?", "language": "en" }, "query_time_s": 320.0, "time_range": { "start_s": 320.0, "end_s": 480.0 }, "windows": { "waiting": null, "asking": { "start_s": 320.0, "end_s": 464.0, "start_frame": 8000, "end_frame": 11600 }, "answering": { "start_s": 464.0, "end_s": 480.0, "start_frame": 11600, "end_frame": 12000 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What headboard color would you currently prefer in your bedroom?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What base color would you currently prefer for your bedding?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Would you currently prefer solid or patterned decorative pillows?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What color would you currently prefer for the throw blanket?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What color would you currently prefer for your bedside tables?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Would you currently prefer a curved or straight-topped headboard?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "9adf352c-b075-417e-b217-c5006352d112", "text": "Pale wood platform bed with rust throw and matching pillows.", "entity_ids": [], "target_view_id": null }, { "option_id": "fc01ea7f-e497-4b05-856e-73856b886f05", "text": "Gray framed bed with white striped bedding and white nightstands.", "entity_ids": [], "target_view_id": null }, { "option_id": "064ae57b-3bcc-4c55-a0c3-9a4ef742193d", "text": "Black slatted wall behind white bed with blush pink accents.", "entity_ids": [], "target_view_id": null }, { "option_id": "a03d9060-e5ef-4600-ac58-68fc8d4f6137", "text": "White tufted headboard and neutral bedding between white nightstands.", "entity_ids": [], "target_view_id": null }, { "option_id": "57e31f29-b2a4-46ef-9adf-9fd3ee243df1", "text": "Light gray upholstered bed, white bedding, black nightstand, potted plants.", "entity_ids": [], "target_view_id": null }, { "option_id": "ede28275-00d6-4244-a852-62de5b9a4b2e", "text": "Rounded blush headboard with neutral pillows and geometric wall art.", "entity_ids": [], "target_view_id": null }, { "option_id": "c141f74a-a38f-4f2d-8bcc-d99382c10b88", "text": "Beige headboard, white bedding, black nightstands, patterned foot bench.", "entity_ids": [], "target_view_id": null }, { "option_id": "bb332eb3-3f6e-4d47-a71c-c409a0040168", "text": "Curved cream headboard with pink floral bedding and pink paneling.", "entity_ids": [], "target_view_id": null }, { "option_id": "2c731a27-14f6-4b53-abe0-108d890d0492", "text": "Curved gray headboard, white bedding, pale green textured fringed throw.", "entity_ids": [], "target_view_id": null }, { "option_id": "f02a78d9-baf5-4c9a-9906-329f90d3fd71", "text": "Tall beige grid headboard, white quilt, black throw, wooden bench.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "2c731a27-14f6-4b53-abe0-108d890d0492", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a pale green throw blanket.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "30_-beZZDLBeoQ:stale_preference:002:fb6a07da", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the scene cuts to the bedroom with purple flowers in a vase on a wooden footboard bench and a black blanket on the bed, now that you have redecorated your bedroom from warm earth tones to neutral white and gray, tell me which of all the bedroom designs shown so far suits you best?", "historical_preference": "I prefer a rust-colored throw blanket.\nMy previous bedroom had warm earth tones, so I preferred rust-colored throws; I have redecorated my bedroom from warm earth tones to neutral white and gray.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 320.0, "original_segment_end_s": 480.0, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000030/evidence/turn_000003/option_001.jpg", "cases/UPC_000030/evidence/turn_000003/option_002.jpg", "cases/UPC_000030/evidence/turn_000003/option_003.jpg", "cases/UPC_000030/evidence/turn_000003/option_004.jpg", "cases/UPC_000030/evidence/turn_000003/option_005.jpg", "cases/UPC_000030/evidence/turn_000003/option_006.jpg", "cases/UPC_000030/evidence/turn_000003/option_007.jpg", "cases/UPC_000030/evidence/turn_000003/option_008.jpg", "cases/UPC_000030/evidence/turn_000003/option_009.jpg", "cases/UPC_000030/evidence/turn_000003/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到床尾木凳上有紫花花瓶、床上铺黑色毛毯的卧室时，告诉我目前出现的所有卧室方案哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "鼠尾草绿华夫格毯" }, "wrong_answer": { "text": "铁锈色毯木平台床" }, "answer_options": [ { "id": "9adf352c-b075-417e-b217-c5006352d112", "text": "铁锈色毯木平台床", "image_filename": "30_-beZZDLBeoQ_t327.0s_铁锈色毯木平台床.jpg" }, { "id": "fc01ea7f-e497-4b05-856e-73856b886f05", "text": "散尾葵白条纹床", "image_filename": "30_-beZZDLBeoQ_t343.0s_散尾葵白条纹床.jpg" }, { "id": "064ae57b-3bcc-4c55-a0c3-9a4ef742193d", "text": "黑格栅墙粉枕金篮", "image_filename": "30_-beZZDLBeoQ_t359.0s_黑格栅墙粉枕金篮.jpg" }, { "id": "a03d9060-e5ef-4600-ac58-68fc8d4f6137", "text": "奶白拉扣床头壁灯", "image_filename": "30_-beZZDLBeoQ_t375.0s_奶白拉扣床头壁灯.jpg" }, { "id": "57e31f29-b2a4-46ef-9adf-9fd3ee243df1", "text": "灰墙黑铁柜橙灯", "image_filename": "30_-beZZDLBeoQ_t391.0s_灰墙黑铁柜橙灯.jpg" }, { "id": "ede28275-00d6-4244-a852-62de5b9a4b2e", "text": "吊灯蜜桃枕垂挂苔藓", "image_filename": "30_-beZZDLBeoQ_t407.0s_吊灯蜜桃枕垂挂苔藓.jpg" }, { "id": "c141f74a-a38f-4f2d-8bcc-d99382c10b88", "text": "米色绗缝床黑边枕床尾凳", "image_filename": "30_-beZZDLBeoQ_t423.0s_米色绗缝床黑边枕床尾凳.jpg" }, { "id": "bb332eb3-3f6e-4d47-a71c-c409a0040168", "text": "粉花朵被套红花", "image_filename": "30_-beZZDLBeoQ_t439.0s_粉花朵被套红花.jpg" }, { "id": "2c731a27-14f6-4b53-abe0-108d890d0492", "text": "鼠尾草绿华夫格毯", "image_filename": "30_-beZZDLBeoQ_t455.0s_鼠尾草绿华夫格毯.jpg" }, { "id": "f02a78d9-baf5-4c9a-9906-329f90d3fd71", "text": "紫花花瓶黑毯", "image_filename": "30_-beZZDLBeoQ_t471.0s_紫花花瓶黑毯.jpg" } ] } }, "preference_change_context": { "past_context": "My previous bedroom had warm earth tones, so I preferred rust-colored throws.", "current_context": "I have redecorated my bedroom from warm earth tones to neutral white and gray.", "why_old_basis_expired": "The warm palette that motivated my rust preference is no longer present." }, "affected_old_preference": "I prefer a rust-colored throw blanket.", "new_preference": "I prefer a pale green throw blanket.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "I" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "headboard color", "expected_user_reply": "I prefer a gray headboard.", "matching_answer_labels": [ "B", "E", "I" ] }, { "label": "B", "feature": "bedding base color", "expected_user_reply": "I prefer white-based bedding.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H", "I", "J" ] }, { "label": "C", "feature": "decorative pillow pattern", "expected_user_reply": "I prefer solid decorative pillows.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H", "I", "J" ] }, { "label": "D", "feature": "throw blanket color", "expected_user_reply": "I prefer a pale green throw blanket.", "matching_answer_labels": [ "I" ] }, { "label": "E", "feature": "bedside table color", "expected_user_reply": "I prefer white bedside tables.", "matching_answer_labels": [ "B", "D", "H", "I", "J" ] }, { "label": "F", "feature": "headboard top shape", "expected_user_reply": "I prefer a curved-top headboard.", "matching_answer_labels": [ "H", "I" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:25:50.785657+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862239+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene cuts to the bedroom with purple flowers in a vase on a wooden footboard bench and a black blanket on the bed, now that you have redecorated your bedroom from warm earth tones to neutral white and gray, tell me which of all the bedroom designs shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000030_turn_000004", "query": { "text": "When the scene cuts to the bedroom with a navy quilted bedspread and gray button-tufted bench, now that you have moved to a home without upholstery-color restrictions, tell me which bedroom scheme shown so far suits you best?", "language": "en" }, "query_time_s": 480.0, "time_range": { "start_s": 480.0, "end_s": 656.0 }, "windows": { "waiting": null, "asking": { "start_s": 480.0, "end_s": 640.0, "start_frame": 12000, "end_frame": 16000 }, "answering": { "start_s": 640.0, "end_s": 656.0, "start_frame": 16000, "end_frame": 16400 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer predominantly white bedding or colored bedding?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you prefer botanical-patterned accent pillows or geometric-patterned accent pillows?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you prefer vertical board paneling or plain walls behind your bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Would you like visible greenery displayed beside or above your bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer an upholstered rather than hard headboard surface?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What upholstered headboard color do you currently prefer: gray, sage green, or blue?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "9817057b-51b6-415e-9b38-61c45582b323", "text": "Gray upholstered bed with pastel botanical quilt and pink pillows.", "entity_ids": [], "target_view_id": null }, { "option_id": "4fb50d2b-cd2b-4e67-be6a-efea3e9ceeb6", "text": "Sage channel-tufted scalloped bed with white linens and floral pillow.", "entity_ids": [], "target_view_id": null }, { "option_id": "97cc6fd5-6ede-40c8-8ce9-5738e75b6401", "text": "Blue nailhead rectangular headboard with textured white bedding.", "entity_ids": [], "target_view_id": null }, { "option_id": "78bbefb0-2648-441b-af95-6ff9b5c02a95", "text": "Gray platform bed with snakeskin-pattern bedding and amber wall lights.", "entity_ids": [], "target_view_id": null }, { "option_id": "de726ba9-b830-4c17-a0b0-22b6c6212f9d", "text": "Pale pink bed with rust patterned throw and colorful pillows.", "entity_ids": [], "target_view_id": null }, { "option_id": "1b794ecb-0718-467e-a800-7c269ca88446", "text": "Olive paneled bedroom with striped bedding and wooden footboard.", "entity_ids": [], "target_view_id": null }, { "option_id": "c63f1838-4ed1-49df-998f-b4c007d90927", "text": "Beige square-paneled headboard with white bedding and furry pillow.", "entity_ids": [], "target_view_id": null }, { "option_id": "d43eb00d-32a0-4ec2-90c1-10f009ed3a1f", "text": "Cream tufted curved headboard with layered white textured bedding.", "entity_ids": [], "target_view_id": null }, { "option_id": "b4c077a5-905f-41c0-a3ce-f2ad9719624c", "text": "Black wooden bed with white pillows and wooden foot bench.", "entity_ids": [], "target_view_id": null }, { "option_id": "e83694f0-f2ec-437c-9a99-c31c4bc28f4c", "text": "Charcoal quilted bed with gray button-tufted bench.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "4fb50d2b-cd2b-4e67-be6a-efea3e9ceeb6", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a sage-green upholstered headboard.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "30_-beZZDLBeoQ:stale_preference:003:4cb01994", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 3, "canonical_question": "When the scene cuts to the bedroom with a navy quilted bedspread and gray button-tufted bench, now that you have moved to a home without upholstery-color restrictions, tell me which bedroom scheme shown so far suits you best?", "historical_preference": "I prefer a light-gray upholstered headboard.\nMy former rental required upholstered furniture to be light gray; I have moved to a home without upholstery-color restrictions.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 480.0, "original_segment_end_s": 656.0, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000030/evidence/turn_000004/option_001.jpg", "cases/UPC_000030/evidence/turn_000004/option_002.jpg", "cases/UPC_000030/evidence/turn_000004/option_003.jpg", "cases/UPC_000030/evidence/turn_000004/option_004.jpg", "cases/UPC_000030/evidence/turn_000004/option_005.jpg", "cases/UPC_000030/evidence/turn_000004/option_006.jpg", "cases/UPC_000030/evidence/turn_000004/option_007.jpg", "cases/UPC_000030/evidence/turn_000004/option_008.jpg", "cases/UPC_000030/evidence/turn_000004/option_009.jpg", "cases/UPC_000030/evidence/turn_000004/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到藏青色绗缝床罩、床尾放灰色拉扣长凳的卧室时，告诉我目前出现的所有卧室方案哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "绿扇贝床头花窗帘" }, "wrong_answer": { "text": "粉彩抽象印花被" }, "answer_options": [ { "id": "9817057b-51b6-415e-9b38-61c45582b323", "text": "粉彩抽象印花被", "image_filename": "30_-beZZDLBeoQ_t487.0s_粉彩抽象印花被.jpg" }, { "id": "4fb50d2b-cd2b-4e67-be6a-efea3e9ceeb6", "text": "绿扇贝床头花窗帘", "image_filename": "30_-beZZDLBeoQ_t503.0s_绿扇贝床头花窗帘.jpg" }, { "id": "97cc6fd5-6ede-40c8-8ce9-5738e75b6401", "text": "蓝色床头红郁金香", "image_filename": "30_-beZZDLBeoQ_t519.0s_蓝色床头红郁金香.jpg" }, { "id": "78bbefb0-2648-441b-af95-6ff9b5c02a95", "text": "蛇纹床品蜡烛壁灯", "image_filename": "30_-beZZDLBeoQ_t535.0s_蛇纹床品蜡烛壁灯.jpg" }, { "id": "de726ba9-b830-4c17-a0b0-22b6c6212f9d", "text": "粉佩斯利毯仙人掌", "image_filename": "30_-beZZDLBeoQ_t551.0s_粉佩斯利毯仙人掌.jpg" }, { "id": "1b794ecb-0718-467e-a800-7c269ca88446", "text": "鼠尾草绿墙菱纹枕", "image_filename": "30_-beZZDLBeoQ_t567.0s_鼠尾草绿墙菱纹枕.jpg" }, { "id": "c63f1838-4ed1-49df-998f-b4c007d90927", "text": "拉扣床头郁金香毛枕", "image_filename": "30_-beZZDLBeoQ_t583.0s_拉扣床头郁金香毛枕.jpg" }, { "id": "d43eb00d-32a0-4ec2-90c1-10f009ed3a1f", "text": "米色拉扣床头海景", "image_filename": "30_-beZZDLBeoQ_t599.0s_米色拉扣床头海景.jpg" }, { "id": "b4c077a5-905f-41c0-a3ce-f2ad9719624c", "text": "黑床头红玫瑰毛毯", "image_filename": "30_-beZZDLBeoQ_t615.0s_黑床头红玫瑰毛毯.jpg" }, { "id": "e83694f0-f2ec-437c-9a99-c31c4bc28f4c", "text": "藏青绗缝床拉扣长凳", "image_filename": "30_-beZZDLBeoQ_t647.0s_藏青绗缝床拉扣长凳.jpg" } ] } }, "preference_change_context": { "past_context": "My former rental required upholstered furniture to be light gray.", "current_context": "I have moved to a home without upholstery-color restrictions.", "why_old_basis_expired": "The former rental's mandatory gray upholstery rule no longer applies." }, "affected_old_preference": "I prefer a light-gray upholstered headboard.", "new_preference": "I prefer a sage-green upholstered headboard.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "B" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "bedding color palette", "expected_user_reply": "I prefer predominantly white bedding.", "matching_answer_labels": [ "B", "C", "G", "H", "I" ] }, { "label": "B", "feature": "accent pillow pattern", "expected_user_reply": "I prefer botanical-patterned accent pillows.", "matching_answer_labels": [ "A", "B" ] }, { "label": "C", "feature": "wall treatment behind bed", "expected_user_reply": "I prefer vertical board paneling behind my bed.", "matching_answer_labels": [ "A", "B" ] }, { "label": "D", "feature": "visible greenery placement", "expected_user_reply": "I prefer visible greenery beside or above my bed.", "matching_answer_labels": [ "B", "E", "F" ] }, { "label": "E", "feature": "headboard surface material appearance", "expected_user_reply": "I prefer an upholstered headboard surface.", "matching_answer_labels": [ "A", "B", "C", "G", "H" ] }, { "label": "F", "feature": "upholstered headboard color", "expected_user_reply": "I prefer a sage-green upholstered headboard.", "matching_answer_labels": [ "B" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:25:39.706930+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862243+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene cuts to the bedroom with a navy quilted bedspread and gray button-tufted bench, now that you have moved to a home without upholstery-color restrictions, tell me which bedroom scheme shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000030_turn_000005", "query": { "text": "When the scene cuts to the bedroom with a terracotta-colored headboard, peach bedding, and a pampas-grass vase, now that you have moved to a bedroom without a wall vent behind the bed, tell me which of all the bedroom designs shown so far suits you best?", "language": "en" }, "query_time_s": 656.0, "time_range": { "start_s": 656.0, "end_s": 832.0 }, "windows": { "waiting": null, "asking": { "start_s": 656.0, "end_s": 816.0, "start_frame": 16400, "end_frame": 20400 }, "answering": { "start_s": 816.0, "end_s": 832.0, "start_frame": 20400, "end_frame": 20800 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What dominant bedding color do you currently prefer for your bedroom?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What bedside lampshade shape do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What headboard construction do you currently prefer for your bedroom?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What type of foot-of-bed seating do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What kind of wall decoration do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What accent-pillow color do you currently prefer?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "ebe9f0f0-ea25-41e0-813a-7aaf1a3ee7e5", "text": "White cane bed with black textiles, eucalyptus, lanterns, and furry accents.", "entity_ids": [], "target_view_id": null }, { "option_id": "53814bd6-ee76-4023-ab80-1eec2ef0bee3", "text": "White bed with cream macramé, beige pillows, pampas, and twin nightstands.", "entity_ids": [], "target_view_id": null }, { "option_id": "b57a5fc1-8607-4fc1-8647-f21087b5394d", "text": "White platform bed, black headboard, wooden bench, and balcony doors.", "entity_ids": [], "target_view_id": null }, { "option_id": "246e378f-d9df-45a3-bcd2-52822baa41ce", "text": "Green channel headboard, white bedding, gray faux-fur throw, globe lamps.", "entity_ids": [], "target_view_id": null }, { "option_id": "06764cfa-a434-4ca4-b5bf-636979671727", "text": "Gray button-tufted headboard, charcoal pillows, white dresser, and upholstered bench.", "entity_ids": [], "target_view_id": null }, { "option_id": "596d7a6d-8790-4edb-b65c-120ffd9db4f1", "text": "White quilted bedding, blush and gray pillows, paired dome lamps.", "entity_ids": [], "target_view_id": null }, { "option_id": "36803e80-7bc8-4acf-8c9a-6e8c60f8f9a0", "text": "Beige woven bed frame, white bedding, floral bolster, clear lamps.", "entity_ids": [], "target_view_id": null }, { "option_id": "6c857ce7-c439-4453-985d-a00b37c5d786", "text": "Dark segmented headboard, blush quilt, mixed pillows, and gold lamps.", "entity_ids": [], "target_view_id": null }, { "option_id": "9cca5443-4f83-40ac-a377-2cc36bc330d0", "text": "Whitewashed wooden bed frame, white ruffled bedding, knit throw, wall sign.", "entity_ids": [], "target_view_id": null }, { "option_id": "aa436604-4a1a-4169-901a-879b4d453b9a", "text": "White canopy bed with pale blue pillows and bright shutters.", "entity_ids": [], "target_view_id": null }, { "option_id": "930e188e-96bb-4ec5-9b68-c3fa606b5445", "text": "Terracotta rattan headboard, peach bedding, pampas vase, woven pendant.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "06764cfa-a434-4ca4-b5bf-636979671727", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a button-tufted upholstered headboard.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "30_-beZZDLBeoQ:stale_preference:004:165cad12", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 4, "canonical_question": "When the scene cuts to the bedroom with a terracotta-colored headboard, peach bedding, and a pampas-grass vase, now that you have moved to a bedroom without a wall vent behind the bed, tell me which of all the bedroom designs shown so far suits you best?", "historical_preference": "I required an open-weave cane headboard.\nMy former bedroom had a wall vent behind the bed, so I required an open-weave cane headboard; My new bedroom has no wall vent behind the bed.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 656.0, "original_segment_end_s": 832.0, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000030/evidence/turn_000005/option_001.jpg", "cases/UPC_000030/evidence/turn_000005/option_002.jpg", "cases/UPC_000030/evidence/turn_000005/option_003.jpg", "cases/UPC_000030/evidence/turn_000005/option_004.jpg", "cases/UPC_000030/evidence/turn_000005/option_005.jpg", "cases/UPC_000030/evidence/turn_000005/option_006.jpg", "cases/UPC_000030/evidence/turn_000005/option_007.jpg", "cases/UPC_000030/evidence/turn_000005/option_008.jpg", "cases/UPC_000030/evidence/turn_000005/option_009.jpg", "cases/UPC_000030/evidence/turn_000005/option_010.jpg", "cases/UPC_000030/evidence/turn_000005/option_011.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到赤陶色床头、蜜桃色床品和蒲苇花瓶的卧室时，告诉我目前出现的所有卧室方案哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "白斗柜灰枕橄榄枝" }, "wrong_answer": { "text": "桉树叶黑坐垫灯笼" }, "answer_options": [ { "id": "ebe9f0f0-ea25-41e0-813a-7aaf1a3ee7e5", "text": "桉树叶黑坐垫灯笼", "image_filename": "30_-beZZDLBeoQ_t663.0s_桉树叶黑坐垫灯笼.jpg" }, { "id": "53814bd6-ee76-4023-ab80-1eec2ef0bee3", "text": "流苏挂饰线条脸枕", "image_filename": "30_-beZZDLBeoQ_t679.0s_流苏挂饰线条脸枕.jpg" }, { "id": "b57a5fc1-8607-4fc1-8647-f21087b5394d", "text": "鼠尾草墙木凳阳台", "image_filename": "30_-beZZDLBeoQ_t695.0s_鼠尾草墙木凳阳台.jpg" }, { "id": "246e378f-d9df-45a3-bcd2-52822baa41ce", "text": "墨绿条纹床头托盘", "image_filename": "30_-beZZDLBeoQ_t711.0s_墨绿条纹床头托盘.jpg" }, { "id": "06764cfa-a434-4ca4-b5bf-636979671727", "text": "白斗柜灰枕橄榄枝", "image_filename": "30_-beZZDLBeoQ_t727.0s_白斗柜灰枕橄榄枝.jpg" }, { "id": "596d7a6d-8790-4edb-b65c-120ffd9db4f1", "text": "粉绿枕蘑菇灯", "image_filename": "30_-beZZDLBeoQ_t743.0s_粉绿枕蘑菇灯.jpg" }, { "id": "36803e80-7bc8-4acf-8c9a-6e8c60f8f9a0", "text": "藤编床头锥形灯", "image_filename": "30_-beZZDLBeoQ_t759.0s_藤编床头锥形灯.jpg" }, { "id": "6c857ce7-c439-4453-985d-a00b37c5d786", "text": "藏青扇贝床头粉枕", "image_filename": "30_-beZZDLBeoQ_t775.0s_藏青扇贝床头粉枕.jpg" }, { "id": "9cca5443-4f83-40ac-a377-2cc36bc330d0", "text": "农舍风标语卧室", "image_filename": "30_-beZZDLBeoQ_t791.0s_LET'S STAY标语农舍风.jpg" }, { "id": "aa436604-4a1a-4169-901a-879b4d453b9a", "text": "白四柱床浅蓝枕", "image_filename": "30_-beZZDLBeoQ_t807.0s_白四柱床浅蓝枕.jpg" }, { "id": "930e188e-96bb-4ec5-9b68-c3fa606b5445", "text": "赤陶床头蜜桃床品", "image_filename": "30_-beZZDLBeoQ_t823.0s_赤陶床头蜜桃床品.jpg" } ] } }, "preference_change_context": { "past_context": "My former bedroom had a wall vent behind the bed, so I required an open-weave cane headboard.", "current_context": "My new bedroom has no wall vent behind the bed.", "why_old_basis_expired": "Headboard airflow is no longer required to avoid obstructing a vent." }, "affected_old_preference": "I required an open-weave cane headboard.", "new_preference": "I prefer a button-tufted upholstered headboard.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "dominant bedding color", "expected_user_reply": "I prefer predominantly white bedding.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H", "I", "J", "K" ] }, { "label": "B", "feature": "bedside lampshade shape", "expected_user_reply": "I prefer tapered white lampshades.", "matching_answer_labels": [ "B", "E", "G" ] }, { "label": "C", "feature": "headboard construction", "expected_user_reply": "I prefer a button-tufted upholstered headboard.", "matching_answer_labels": [ "E" ] }, { "label": "D", "feature": "foot-of-bed seating material", "expected_user_reply": "I prefer an upholstered bench at the foot of the bed.", "matching_answer_labels": [ "A", "E" ] }, { "label": "E", "feature": "wall decoration type", "expected_user_reply": "I prefer framed artwork above or beside the bed.", "matching_answer_labels": [ "D", "E", "G", "I", "K" ] }, { "label": "F", "feature": "accent-pillow color", "expected_user_reply": "I prefer dark gray accent pillows.", "matching_answer_labels": [ "D", "E", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:26:23.585673+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862247+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene cuts to the bedroom with a terracotta-colored headboard, peach bedding, and a pampas-grass vase, now that you have moved to a bedroom without a wall vent behind the bed, tell me which of all the bedroom designs shown so far suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/30_-beZZDLBeoQ/30_-beZZDLBeoQ.mp4", "duration_s": 835.04, "width": 1920, "height": 1080, "fps": { "num": 25, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000031", "source": { "dataset": "YouTube", "video_id": "31_bvaewKMc4rw", "filename": "31_bvaewKMc4rw.mp4", "url": null, "input_filename": "31_bvaewKMc4rw.mp4" }, "media": { "uri": "cases/UPC_000031/video.mp4", "duration_s": 492.5921, "width": 1280, "height": 720, "frame_count": 14808, "fps": { "num": 30000, "den": 1001, "value": 29.97002997002997 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000031_turn_000001", "query": { "text": "When a child in a striped top hugs a pillow while sitting on a HELIX mattress, now that you have moved to an unfurnished home and left your dark-brown bedroom furniture behind, tell me which of the currently shown bed frames suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 198.899 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 175.108, "start_frame": 0, "end_frame": 5248 }, "answering": { "start_s": 175.108, "end_s": 181.314, "start_frame": 5248, "end_frame": 5434 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer a frame with or without a visible headboard?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which frame color do you currently prefer among the visibly different finishes?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you prefer exposed wooden slats or slats hidden beneath a mattress?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer an upholstered or non-upholstered bed frame?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you prefer open under-bed clearance or enclosed frame sides?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer a raised footboard or no raised footboard?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "d80ddd8c-f20e-47a8-8cc4-0ec4d73b8cfb", "text": "Dark brown wooden platform bed with headboard and pull-out wire storage.", "entity_ids": [], "target_view_id": null }, { "option_id": "6ba6cc7b-c104-4580-8aab-81d87afdd0ca", "text": "Reddish-brown wooden low platform frame beneath an AVOCADO mattress.", "entity_ids": [], "target_view_id": null }, { "option_id": "42460747-3b6a-4470-92a3-f4423acae8b7", "text": "Gray upholstered bed frame with paneled headboard and wooden slats.", "entity_ids": [], "target_view_id": null }, { "option_id": "ac21779b-a360-41e7-a6a8-898720fb14e6", "text": "Dark gray wooden platform frame with exposed pale slats.", "entity_ids": [], "target_view_id": null }, { "option_id": "232624a0-c7d8-4bc6-99ea-9b7e75949dd6", "text": "Light natural-wood frame beneath HELIX mattress and striped-shirt person.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "6ba6cc7b-c104-4580-8aab-81d87afdd0ca", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a medium reddish-brown frame.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "31_bvaewKMc4rw:stale_preference:000:3d0aa619", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When a child in a striped top hugs a pillow while sitting on a HELIX mattress, now that you have moved to an unfurnished home and left your dark-brown bedroom furniture behind, tell me which of the currently shown bed frames suits you best?", "historical_preference": "I prefer a dark brown frame.\nMy former bedroom had dark-brown furniture that I wanted the frame to match; I have moved to an unfurnished home and left that furniture behind.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 198.899, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000031/evidence/turn_000001/option_001.jpg", "cases/UPC_000031/evidence/turn_000001/option_002.jpg", "cases/UPC_000031/evidence/turn_000001/option_003.jpg", "cases/UPC_000031/evidence/turn_000001/option_004.jpg", "cases/UPC_000031/evidence/turn_000001/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当一个穿条纹上衣的小孩抱着枕头坐在 HELIX 床垫上时，告诉我目前出现的所有床架哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "Malibu 平台床" }, "wrong_answer": { "text": "Floyd 平台床" }, "answer_options": [ { "id": "d80ddd8c-f20e-47a8-8cc4-0ec4d73b8cfb", "text": "Floyd 平台床", "image_filename": "31_bvaewKMc4rw_t2.4s_Floyd 平台床.jpg" }, { "id": "6ba6cc7b-c104-4580-8aab-81d87afdd0ca", "text": "Malibu 平台床", "image_filename": "31_bvaewKMc4rw_t52.4s_Malibu 平台床.jpg" }, { "id": "42460747-3b6a-4470-92a3-f4423acae8b7", "text": "Puffy 软包床架", "image_filename": "31_bvaewKMc4rw_t106.4s_Puffy 软包床架.jpg" }, { "id": "ac21779b-a360-41e7-a6a8-898720fb14e6", "text": "Birchboards" }, { "id": "232624a0-c7d8-4bc6-99ea-9b7e75949dd6", "text": "Helix 木架平台床", "image_filename": "31_bvaewKMc4rw_t177.4s_Helix 木架平台床.jpg" } ] } }, "preference_change_context": { "past_context": "My former bedroom had dark-brown furniture that I wanted the frame to match.", "current_context": "I have moved to an unfurnished home and left that furniture behind.", "why_old_basis_expired": "The dark-brown matching requirement no longer applies in the new home." }, "affected_old_preference": "I prefer a dark brown frame.", "new_preference": "I prefer a medium reddish-brown frame.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "B" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible headboard presence", "expected_user_reply": "I prefer no visible headboard.", "matching_answer_labels": [ "B", "D", "E" ] }, { "label": "B", "feature": "visible frame color", "expected_user_reply": "I prefer a medium reddish-brown frame.", "matching_answer_labels": [ "B" ] }, { "label": "C", "feature": "visible slat exposure", "expected_user_reply": "I prefer slats hidden beneath a mattress.", "matching_answer_labels": [ "A", "B", "E" ] }, { "label": "D", "feature": "visible upholstery", "expected_user_reply": "I prefer a non-upholstered frame.", "matching_answer_labels": [ "A", "B", "D", "E" ] }, { "label": "E", "feature": "visible under-bed configuration", "expected_user_reply": "I prefer open under-bed clearance.", "matching_answer_labels": [ "B", "D", "E" ] }, { "label": "F", "feature": "visible footboard height", "expected_user_reply": "I prefer no raised footboard.", "matching_answer_labels": [ "A", "B", "D", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:25:41.732211+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862251+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a child in a striped top hugs a pillow while sitting on a HELIX mattress, now that you have moved to an unfurnished home and left your dark-brown bedroom furniture behind, tell me which of the currently shown bed frames suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000031_turn_000002", "query": { "text": "When a product image of a gray fabric-upholstered mattress base appears on a white background, now that you have moved from a small dim bedroom to a larger room with more daylight, tell me which of all the currently shown bed frames suits you best?", "language": "en" }, "query_time_s": 198.899, "time_range": { "start_s": 198.899, "end_s": 343.41 }, "windows": { "waiting": null, "asking": { "start_s": 198.899, "end_s": 318.885, "start_frame": 5961, "end_frame": 9557 }, "answering": { "start_s": 318.885, "end_s": 330.397, "start_frame": 9557, "end_frame": 9902 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer a bed frame without a visible headboard?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer supports with exposed slats or a solid surface?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which visible frame finish do you currently prefer for your bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer straight rectangular legs over angled or round ones?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer an upholstered surround or a bare frame?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer seeing the frame without any bedding?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "c2dba157-571c-47ef-b58b-561a1b42dd88", "text": "White low platform frame beneath a thick dark tufted mattress.", "entity_ids": [], "target_view_id": null }, { "option_id": "1bbbb092-787f-4958-89a2-2a3f98e22da6", "text": "Dark rectangular metal frame with wood-toned front panel and gray bedding.", "entity_ids": [], "target_view_id": null }, { "option_id": "e7281f64-e7bf-4265-af9b-50e73e9f5606", "text": "Low wood platform bed with broad white rectangular headboard.", "entity_ids": [], "target_view_id": null }, { "option_id": "ff800448-de94-4468-8753-7fad2cbfffb5", "text": "Bare gray metal platform frame with pale exposed wooden slats.", "entity_ids": [], "target_view_id": null }, { "option_id": "c5bb4c72-ff59-47a0-8e3f-c799e71cad14", "text": "Gray upholstered mattress base with black slats and round wooden legs.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ff800448-de94-4468-8753-7fad2cbfffb5", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer an exposed gray metal finish.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "31_bvaewKMc4rw:stale_preference:001:c33596c9", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When a product image of a gray fabric-upholstered mattress base appears on a white background, now that you have moved from a small dim bedroom to a larger room with more daylight, tell me which of all the currently shown bed frames suits you best?", "historical_preference": "I prefer a white painted frame finish.\nMy small dim bedroom made me favor a white frame finish; I have moved to a larger room with more daylight.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 198.899, "original_segment_end_s": 343.41, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000031/evidence/turn_000002/option_001.jpg", "cases/UPC_000031/evidence/turn_000002/option_002.jpg", "cases/UPC_000031/evidence/turn_000002/option_003.jpg", "cases/UPC_000031/evidence/turn_000002/option_004.jpg", "cases/UPC_000031/evidence/turn_000002/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当白色背景上出现一张灰色布艺软包床垫基座产品图时，告诉我目前出现的所有床架哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "Minimo 钢架床" }, "wrong_answer": { "text": "Dreamcloud床" }, "answer_options": [ { "id": "c2dba157-571c-47ef-b58b-561a1b42dd88", "text": "Dreamcloud床", "image_filename": "31_bvaewKMc4rw_t204.4s_Dreamcloud床.jpg" }, { "id": "1bbbb092-787f-4958-89a2-2a3f98e22da6", "text": "Suzanne 金属床", "image_filename": "31_bvaewKMc4rw_t240.4s_Suzanne 金属床.jpg" }, { "id": "e7281f64-e7bf-4265-af9b-50e73e9f5606", "text": "MASH LAX 木床", "image_filename": "31_bvaewKMc4rw_t268.4s_MASH LAX 木床.jpg" }, { "id": "ff800448-de94-4468-8753-7fad2cbfffb5", "text": "Minimo 钢架床", "image_filename": "31_bvaewKMc4rw_t298.4s_Minimo 钢架床.jpg" }, { "id": "c5bb4c72-ff59-47a0-8e3f-c799e71cad14", "text": "Zinus 软包床基座", "image_filename": "31_bvaewKMc4rw_t322.4s_Zinus 软包床基座.jpg" } ] } }, "preference_change_context": { "past_context": "My small dim bedroom made me favor a white frame finish.", "current_context": "I have moved to a larger room with more daylight.", "why_old_basis_expired": "The brighter, larger room removes my former reason for automatically choosing white." }, "affected_old_preference": "I prefer a white painted frame finish.", "new_preference": "I prefer an exposed gray metal finish.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "headboard presence", "expected_user_reply": "I prefer no visible headboard.", "matching_answer_labels": [ "A", "B", "D", "E" ] }, { "label": "B", "feature": "support surface visibility", "expected_user_reply": "I prefer exposed slats.", "matching_answer_labels": [ "D", "E" ] }, { "label": "C", "feature": "visible frame finish", "expected_user_reply": "I prefer an exposed gray metal finish.", "matching_answer_labels": [ "D" ] }, { "label": "D", "feature": "leg shape", "expected_user_reply": "I prefer straight rectangular legs.", "matching_answer_labels": [ "B", "D" ] }, { "label": "E", "feature": "frame upholstery", "expected_user_reply": "I prefer a bare, non-upholstered frame.", "matching_answer_labels": [ "A", "B", "C", "D" ] }, { "label": "F", "feature": "bedding display state", "expected_user_reply": "I prefer the frame shown without bedding.", "matching_answer_labels": [ "D", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:25:48.870291+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862255+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a product image of a gray fabric-upholstered mattress base appears on a white background, now that you have moved from a small dim bedroom to a larger room with more daylight, tell me which of all the currently shown bed frames suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000031_turn_000003", "query": { "text": "When the camera films the folding legs of a black metal bed frame from below, now that you have moved from an apartment with uneven floors to a home with level floors, tell me which of all the bed frames shown currently suits you best?", "language": "en" }, "query_time_s": 343.41, "time_range": { "start_s": 343.41, "end_s": 492.492 }, "windows": { "waiting": null, "asking": { "start_s": 343.41, "end_s": 482.716, "start_frame": 10292, "end_frame": 14467 }, "answering": { "start_s": 482.716, "end_s": 489.489, "start_frame": 14467, "end_frame": 14670 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What frame color do you currently prefer for your bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What leg style do you currently prefer: short adjustable, tapered, or tall straight?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer a metal-looking, wooden, or upholstered frame?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently want visible upholstery covering the bed frame?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer a bed frame with a visible headboard?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What support pattern do you currently prefer beneath the mattress?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "77df7cbf-a1d2-428a-9810-31437f3def76", "text": "Black metal perimeter frame with central beam and short adjustable feet.", "entity_ids": [], "target_view_id": null }, { "option_id": "6a0a5d74-7e87-45da-b966-b43b62a91816", "text": "Low dark metal platform with closely spaced pale wooden slats.", "entity_ids": [], "target_view_id": null }, { "option_id": "193df8cc-fa96-461c-92ab-17d0e068fd88", "text": "Cream upholstered bed with segmented rounded footboard and headboard.", "entity_ids": [], "target_view_id": null }, { "option_id": "80c61bdf-54e0-4063-93f5-f6cee64924b4", "text": "Brown wood-grain frame with tapered legs beneath AVOCADO mattress.", "entity_ids": [], "target_view_id": null }, { "option_id": "3ccce3e9-5761-4596-ad26-127b156b4c51", "text": "Light gray upholstered bed frame with broad rectangular headboard.", "entity_ids": [], "target_view_id": null }, { "option_id": "f9fea6a1-20fb-40ed-b00c-bd68e9d97965", "text": "Tall black metal platform with split wire-grid support surface.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "f9fea6a1-20fb-40ed-b00c-bd68e9d97965", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer tall straight legs.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "31_bvaewKMc4rw:stale_preference:002:10ca8f36", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the camera films the folding legs of a black metal bed frame from below, now that you have moved from an apartment with uneven floors to a home with level floors, tell me which of all the bed frames shown currently suits you best?", "historical_preference": "I preferred short adjustable feet.\nMy old apartment had uneven floors, so I needed short adjustable feet; I have moved to a home with level floors.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 343.41, "original_segment_end_s": 492.492, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000031/evidence/turn_000003/option_001.jpg", "cases/UPC_000031/evidence/turn_000003/option_002.jpg", "cases/UPC_000031/evidence/turn_000003/option_003.jpg", "cases/UPC_000031/evidence/turn_000003/option_004.jpg", "cases/UPC_000031/evidence/turn_000003/option_005.jpg", "cases/UPC_000031/evidence/turn_000003/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当镜头从下方仰拍黑色金属床架的折叠支脚时，告诉我目前出现的所有床架哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "SmartBase床" }, "wrong_answer": { "text": "Bedtek 金属床架" }, "answer_options": [ { "id": "77df7cbf-a1d2-428a-9810-31437f3def76", "text": "Bedtek 金属床架", "image_filename": "31_bvaewKMc4rw_t348.4s_Bedtek 金属床架.jpg" }, { "id": "6a0a5d74-7e87-45da-b966-b43b62a91816", "text": "Platforma床", "image_filename": "31_bvaewKMc4rw_t386.4s_Platforma床.jpg" }, { "id": "193df8cc-fa96-461c-92ab-17d0e068fd88", "text": "米色方格软包床", "image_filename": "31_bvaewKMc4rw_t396.4s_米色方格软包床.jpg" }, { "id": "80c61bdf-54e0-4063-93f5-f6cee64924b4", "text": "Avocado 胡桃木架", "image_filename": "31_bvaewKMc4rw_t430.4s_Avocado 胡桃木架.jpg" }, { "id": "3ccce3e9-5761-4596-ad26-127b156b4c51", "text": "灰色软包平台床", "image_filename": "31_bvaewKMc4rw_t456.4s_灰色软包平台床.jpg" }, { "id": "f9fea6a1-20fb-40ed-b00c-bd68e9d97965", "text": "SmartBase床", "image_filename": "31_bvaewKMc4rw_t474.4s_SmartBase床.jpg" } ] } }, "preference_change_context": { "past_context": "My old apartment had uneven floors, so I needed short adjustable feet.", "current_context": "I have moved to a home with level floors.", "why_old_basis_expired": "Level floors eliminate the former need for short adjustable feet." }, "affected_old_preference": "I preferred short adjustable feet.", "new_preference": "I prefer tall straight legs.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "F" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "frame color", "expected_user_reply": "I prefer a black frame.", "matching_answer_labels": [ "A", "F" ] }, { "label": "B", "feature": "leg style", "expected_user_reply": "I prefer tall straight legs.", "matching_answer_labels": [ "F" ] }, { "label": "C", "feature": "frame material appearance", "expected_user_reply": "I prefer a metal-looking frame.", "matching_answer_labels": [ "A", "B", "F" ] }, { "label": "D", "feature": "visible upholstery presence", "expected_user_reply": "I prefer no visible upholstery.", "matching_answer_labels": [ "A", "B", "D", "F" ] }, { "label": "E", "feature": "visible headboard presence", "expected_user_reply": "I prefer no visible headboard.", "matching_answer_labels": [ "A", "B", "D", "F" ] }, { "label": "F", "feature": "mattress support pattern", "expected_user_reply": "I prefer repeated horizontal supports.", "matching_answer_labels": [ "B", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:26:05.955038+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862259+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the camera films the folding legs of a black metal bed frame from below, now that you have moved from an apartment with uneven floors to a home with level floors, tell me which of all the bed frames shown currently suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/31_bvaewKMc4rw/31_bvaewKMc4rw.mp4", "duration_s": 492.5921, "width": 1280, "height": 720, "fps": { "num": 30000, "den": 1001 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000032", "source": { "dataset": "YouTube", "video_id": "32_dkZKQOdnF2Y", "filename": "32_dkZKQOdnF2Y.mp4", "url": null, "input_filename": "32_dkZKQOdnF2Y.mp4" }, "media": { "uri": "cases/UPC_000032/video.mp4", "duration_s": 292.85, "width": 1920, "height": 1080, "frame_count": 17629, "fps": { "num": 60, "den": 1, "value": 60.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000032_turn_000001", "query": { "text": "When the rendering of white paper-ball pendant lights with green plants appears, now that you have moved to a home with a larger, naturally lit stairwell, tell me which of all the stairwell pendant lights shown so far suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 58.8 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 49.1, "start_frame": 0, "end_frame": 2946 }, "answering": { "start_s": 49.1, "end_s": 58.8, "start_frame": 2946, "end_frame": 3528 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "About how many individual pendant shades do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What overall shade size do you currently prefer for the stairwell?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which hanging arrangement do you currently prefer: clustered, straight, or cascading?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which shade shape do you currently prefer: spherical, tubular, or tapered?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which visible shade finish do you currently prefer: gold, clear, or opaque?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "How much visual contrast against pale walls do you currently prefer?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_e", "correct_option_ids": [ "ask_e" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "84d7066f-8b51-43f8-924c-6dbbb6872523", "text": "Cascading small faceted clear pendant modules on thin dark cords.", "entity_ids": [], "target_view_id": null }, { "option_id": "ef10c2b2-6e31-4c02-8c35-49a46437a31c", "text": "Numerous tall frosted rectangular pendants descending through a stairwell.", "entity_ids": [], "target_view_id": null }, { "option_id": "ef62b523-32e4-4a88-a97e-320738084122", "text": "Slender white tapered pendants with tan bands in a spiral cascade.", "entity_ids": [], "target_view_id": null }, { "option_id": "98e9d6a8-8eb4-48fc-ba21-c5934bd99a3c", "text": "Long matte-black tube pendants with glowing white tips.", "entity_ids": [], "target_view_id": null }, { "option_id": "8630fe7d-d413-4771-9c8d-961c50bbd349", "text": "Reflective gold spherical pendant shades cascading on thin cords.", "entity_ids": [], "target_view_id": null }, { "option_id": "7cf2a7ed-b6d8-4e57-85b5-b9d822cbe63f", "text": "Clear glass globe pendants with bright white circular centers.", "entity_ids": [], "target_view_id": null }, { "option_id": "89810489-5847-41ae-99cb-7eb4ff7deaae", "text": "White globe pendants interspersed with hanging green planters.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "8630fe7d-d413-4771-9c8d-961c50bbd349", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer a reflective gold finish.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "32_dkZKQOdnF2Y:stale_preference:000:e8a15152", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the rendering of white paper-ball pendant lights with green plants appears, now that you have moved to a home with a larger, naturally lit stairwell, tell me which of all the stairwell pendant lights shown so far suits you best?", "historical_preference": "I preferred faceted translucent shades.\nMy former stairwell was narrow and dim, so I favored light-catching faceted translucent shades; I have moved to a home with a larger, naturally lit stairwell.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 58.8, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000032/evidence/turn_000001/option_001.jpg", "cases/UPC_000032/evidence/turn_000001/option_002.jpg", "cases/UPC_000032/evidence/turn_000001/option_003.jpg", "cases/UPC_000032/evidence/turn_000001/option_004.jpg", "cases/UPC_000032/evidence/turn_000001/option_005.jpg", "cases/UPC_000032/evidence/turn_000001/option_006.jpg", "cases/UPC_000032/evidence/turn_000001/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现白色纸球配绿植的吊灯效果图时，告诉我目前出现的所有楼梯间吊灯哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "金色镜面球吊灯" }, "wrong_answer": { "text": "金色框墙水晶方柱灯串" }, "answer_options": [ { "id": "84d7066f-8b51-43f8-924c-6dbbb6872523", "text": "金色框墙水晶方柱灯串", "image_filename": "32_dkZKQOdnF2Y_t3.8s_金色框墙水晶方柱灯串.jpg" }, { "id": "ef10c2b2-6e31-4c02-8c35-49a46437a31c", "text": "窗边水晶方管吊灯", "image_filename": "32_dkZKQOdnF2Y_t15.8s_窗边水晶方管吊灯.jpg" }, { "id": "ef62b523-32e4-4a88-a97e-320738084122", "text": "楼梯白色长条吊灯", "image_filename": "32_dkZKQOdnF2Y_t15.8s_楼梯白色长条吊灯.jpg" }, { "id": "98e9d6a8-8eb4-48fc-ba21-c5934bd99a3c", "text": "黑色细管吊灯", "image_filename": "32_dkZKQOdnF2Y_t29.8s_黑色细管吊灯.jpg" }, { "id": "8630fe7d-d413-4771-9c8d-961c50bbd349", "text": "金色镜面球吊灯", "image_filename": "32_dkZKQOdnF2Y_t41.8s_金色镜面球吊灯.jpg" }, { "id": "7cf2a7ed-b6d8-4e57-85b5-b9d822cbe63f", "text": "旋梯玻璃泡吊灯", "image_filename": "32_dkZKQOdnF2Y_t41.8s_旋梯玻璃泡吊灯.jpg" }, { "id": "89810489-5847-41ae-99cb-7eb4ff7deaae", "text": "白色纸球绿植吊灯", "image_filename": "32_dkZKQOdnF2Y_t51.8s_白色纸球绿植吊灯.jpg" } ] } }, "preference_change_context": { "past_context": "My former stairwell was narrow and dim, so I favored light-catching faceted translucent shades.", "current_context": "I have moved to a home with a larger, naturally lit stairwell.", "why_old_basis_expired": "The larger naturally lit space removes the former need to prioritize translucent light-catching finishes." }, "affected_old_preference": "I preferred faceted translucent shades.", "new_preference": "I currently prefer a reflective gold finish.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "number of pendant shades", "expected_user_reply": "I currently prefer around ten pendant shades.", "matching_answer_labels": [ "E", "F" ] }, { "label": "B", "feature": "overall shade size", "expected_user_reply": "I currently prefer medium-sized shades.", "matching_answer_labels": [ "E", "F", "G" ] }, { "label": "C", "feature": "hanging arrangement", "expected_user_reply": "I currently prefer a vertically cascading arrangement.", "matching_answer_labels": [ "B", "C", "D", "E", "F" ] }, { "label": "D", "feature": "shade shape", "expected_user_reply": "I currently prefer spherical shades.", "matching_answer_labels": [ "E", "F", "G" ] }, { "label": "E", "feature": "visible shade finish", "expected_user_reply": "I currently prefer a reflective gold finish.", "matching_answer_labels": [ "E" ] }, { "label": "F", "feature": "contrast against pale walls", "expected_user_reply": "I currently prefer strong contrast against pale walls.", "matching_answer_labels": [ "D", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:26:19.536549+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862263+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the rendering of white paper-ball pendant lights with green plants appears, now that you have moved to a home with a larger, naturally lit stairwell, tell me which of all the stairwell pendant lights shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000032_turn_000002", "query": { "text": "When a split screen shows a golden crystal tube chandelier and glass-covered bulbs above a wooden spiral staircase, now that you have moved from a narrow stairwell to a wider one, tell me which of all the staircase chandeliers shown currently suits you best?", "language": "en" }, "query_time_s": 58.8, "time_range": { "start_s": 58.8, "end_s": 111.0 }, "windows": { "waiting": null, "asking": { "start_s": 58.8, "end_s": 100.6, "start_frame": 3528, "end_frame": 6036 }, "answering": { "start_s": 100.6, "end_s": 111.0, "start_frame": 6036, "end_frame": 6660 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which illumination color do you currently prefer for your staircase chandelier?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What hanging-element form do you currently prefer for your staircase chandelier?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer transparent or opaque decorative components?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer a round or rectangular ceiling canopy?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What suspension-line color do you currently prefer for the chandelier?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you prefer a cascading or evenly leveled pendant arrangement?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "b009ac85-8716-43fb-a3b7-1100cbde93c8", "text": "Cascading gold, silver, and copper rods with glowing white tips.", "entity_ids": [], "target_view_id": null }, { "option_id": "020b2333-c8ea-44f7-8be1-4fd3f568b5e9", "text": "Cluster of textured spherical pendants with white cylindrical centers.", "entity_ids": [], "target_view_id": null }, { "option_id": "8b45d99d-a877-468d-b099-376fc38f8951", "text": "Golden circular canopy with spiraling strands of crystal-like beads.", "entity_ids": [], "target_view_id": null }, { "option_id": "32da6a01-1d60-45af-a8fa-de01d37f54d2", "text": "Cluster of long black tapered pendants with glowing white tips.", "entity_ids": [], "target_view_id": null }, { "option_id": "f71a937d-9e4c-4913-8bfa-47b329b1f617", "text": "Curved cascade of clear cylindrical pendant lights.", "entity_ids": [], "target_view_id": null }, { "option_id": "6d66440c-56ac-4d73-ba49-791a67683a01", "text": "Scattered clear spherical pendants with glowing white centers.", "entity_ids": [], "target_view_id": null }, { "option_id": "10078a74-e4c7-49d3-b425-6f76e2519769", "text": "Tall twisting column of clear vertical crystal bars.", "entity_ids": [], "target_view_id": null }, { "option_id": "535aea32-63ad-4472-892e-7187f47fe380", "text": "Clear glass globes containing exposed warm bulbs on black cords.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "8b45d99d-a877-468d-b099-376fc38f8951", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer spiraling strands of crystal-like beads.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "32_dkZKQOdnF2Y:stale_preference:001:0414fa25", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When a split screen shows a golden crystal tube chandelier and glass-covered bulbs above a wooden spiral staircase, now that you have moved from a narrow stairwell to a wider one, tell me which of all the staircase chandeliers shown currently suits you best?", "historical_preference": "I preferred a cascade of slim straight rod-shaped hanging elements.\nMy former narrow stairwell required visually slim hanging elements; I have moved from a narrow stairwell to a wider one.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 58.8, "original_segment_end_s": 111.0, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000032/evidence/turn_000002/option_001.jpg", "cases/UPC_000032/evidence/turn_000002/option_002.jpg", "cases/UPC_000032/evidence/turn_000002/option_003.jpg", "cases/UPC_000032/evidence/turn_000002/option_004.jpg", "cases/UPC_000032/evidence/turn_000002/option_005.jpg", "cases/UPC_000032/evidence/turn_000002/option_006.jpg", "cases/UPC_000032/evidence/turn_000002/option_007.jpg", "cases/UPC_000032/evidence/turn_000002/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现金色水晶长筒吊灯与木质旋梯玻璃罩灯泡的分屏时，告诉我目前出现的所有楼梯间吊灯哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "水晶双螺旋吊灯" }, "wrong_answer": { "text": "红木梯金色水滴灯" }, "answer_options": [ { "id": "b009ac85-8716-43fb-a3b7-1100cbde93c8", "text": "红木梯金色水滴灯", "image_filename": "32_dkZKQOdnF2Y_t63.8s_红木梯金色水滴灯.jpg" }, { "id": "020b2333-c8ea-44f7-8be1-4fd3f568b5e9", "text": "木梯玻璃球灯", "image_filename": "32_dkZKQOdnF2Y_t63.8s_木梯玻璃球灯.jpg" }, { "id": "8b45d99d-a877-468d-b099-376fc38f8951", "text": "水晶双螺旋吊灯", "image_filename": "32_dkZKQOdnF2Y_t73.8s_水晶双螺旋吊灯.jpg" }, { "id": "32da6a01-1d60-45af-a8fa-de01d37f54d2", "text": "黑杆小灯泡吊灯", "image_filename": "32_dkZKQOdnF2Y_t73.8s_黑杆小灯泡吊灯.jpg" }, { "id": "f71a937d-9e4c-4913-8bfa-47b329b1f617", "text": "圆片螺旋吊灯", "image_filename": "32_dkZKQOdnF2Y_t83.8s_圆片螺旋吊灯.jpg" }, { "id": "6d66440c-56ac-4d73-ba49-791a67683a01", "text": "白梯玻璃球吊灯", "image_filename": "32_dkZKQOdnF2Y_t93.8s_白梯玻璃球吊灯.jpg" }, { "id": "10078a74-e4c7-49d3-b425-6f76e2519769", "text": "金色水晶长筒吊灯", "image_filename": "32_dkZKQOdnF2Y_t101.6s_金色水晶长筒吊灯.jpg" }, { "id": "535aea32-63ad-4472-892e-7187f47fe380", "text": "木旋梯玻璃罩灯泡", "image_filename": "32_dkZKQOdnF2Y_t101.6s_木旋梯玻璃罩灯泡.jpg" } ] } }, "preference_change_context": { "past_context": "My former narrow stairwell required visually slim hanging elements.", "current_context": "I have moved from a narrow stairwell to a wider one.", "why_old_basis_expired": "The wider stairwell removes the former space-based reason for retaining slim rods." }, "affected_old_preference": "I preferred a cascade of slim straight rod-shaped hanging elements.", "new_preference": "I prefer spiraling strands of crystal-like beads.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "illumination color", "expected_user_reply": "I currently prefer warm white illumination.", "matching_answer_labels": [ "B", "C", "F", "G", "H" ] }, { "label": "B", "feature": "hanging-element form", "expected_user_reply": "I prefer spiraling strands of crystal-like beads.", "matching_answer_labels": [ "C" ] }, { "label": "C", "feature": "component transparency", "expected_user_reply": "I currently prefer transparent decorative components.", "matching_answer_labels": [ "C", "E", "F", "G", "H" ] }, { "label": "D", "feature": "ceiling canopy shape", "expected_user_reply": "I currently prefer a round ceiling canopy.", "matching_answer_labels": [ "C", "E" ] }, { "label": "E", "feature": "suspension-line color", "expected_user_reply": "I prefer clear or nearly invisible suspension lines.", "matching_answer_labels": [ "C", "E", "F" ] }, { "label": "F", "feature": "vertical arrangement", "expected_user_reply": "I currently prefer a cascading pendant arrangement.", "matching_answer_labels": [ "A", "B", "C", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:26:15.629961+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862268+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a split screen shows a golden crystal tube chandelier and glass-covered bulbs above a wooden spiral staircase, now that you have moved from a narrow stairwell to a wider one, tell me which of all the staircase chandeliers shown currently suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000032_turn_000003", "query": { "text": "When a split screen shows a white lantern-shaded chandelier above marble stairs, now that you have moved from a three-story foyer to a single-story home with a standard-height stairwell, tell me which of all the currently shown stairwell chandeliers best suits you?", "language": "en" }, "query_time_s": 111.0, "time_range": { "start_s": 111.0, "end_s": 169.6 }, "windows": { "waiting": null, "asking": { "start_s": 111.0, "end_s": 159.1, "start_frame": 6660, "end_frame": 9546 }, "answering": { "start_s": 159.1, "end_s": 169.6, "start_frame": 9546, "end_frame": 10176 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer transparent or opaque pendant shades?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "How many individual pendant shades do you currently prefer in the chandelier?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer warm-toned or cool-toned metal accents?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer a vertical, diagonal, or scattered hanging arrangement?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer faceted or smoothly rounded decorative elements?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer numerous small lights or one large luminous form?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "cd763897-2bad-42c1-9dde-be51c0e06d6c", "text": "Dense cascade of twenty-six clear rounded glass pendant lights.", "entity_ids": [], "target_view_id": null }, { "option_id": "0fbd0271-bdad-4928-8b4a-4bc405090ab6", "text": "Silver ceiling chandelier with spiraling strands of clear crystal beads.", "entity_ids": [], "target_view_id": null }, { "option_id": "bb5fc258-719c-4db3-a40c-ef42082d68c7", "text": "Scattered cascade of small clear rounded pendants on silver cords.", "entity_ids": [], "target_view_id": null }, { "option_id": "1951ff61-1bb6-4686-8857-c48bf09d5275", "text": "Tall cascade of clear spherical pendant lights beside large windows.", "entity_ids": [], "target_view_id": null }, { "option_id": "bc58bba4-3582-440f-8ee0-f182f770c0e5", "text": "Curved cascade of white star-shaped pendant lights from round canopy.", "entity_ids": [], "target_view_id": null }, { "option_id": "0e2a1d19-e289-4376-be61-bee5ffdb650e", "text": "Silver spiral chandelier with draped clear beads and teardrop ornaments.", "entity_ids": [], "target_view_id": null }, { "option_id": "d61193d3-b7bb-4173-9426-6ecc2a6233ff", "text": "Diagonal cascade of roughly twelve faceted clear pendants with gold caps.", "entity_ids": [], "target_view_id": null }, { "option_id": "daa3ca6e-c31d-4922-b4c4-c7c80a161c66", "text": "Vertical cascade of twenty-five clear rounded glass pendant lights.", "entity_ids": [], "target_view_id": null }, { "option_id": "53f5e3e4-e602-4313-aaa6-33a0a7a065ea", "text": "Tangled silver wire chandelier with numerous exposed pinpoint bulbs.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "d61193d3-b7bb-4173-9426-6ecc2a6233ff", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer roughly a dozen individual pendant shades.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "32_dkZKQOdnF2Y:stale_preference:002:d21be721", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When a split screen shows a white lantern-shaded chandelier above marble stairs, now that you have moved from a three-story foyer to a single-story home with a standard-height stairwell, tell me which of all the currently shown stairwell chandeliers best suits you?", "historical_preference": "I prefer more than twenty-five individual pendant shades.\nMy former home had a three-story foyer whose tall void suited extremely dense pendant groupings; I have moved to a single-story home with a standard-height stairwell.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 111.0, "original_segment_end_s": 169.6, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000032/evidence/turn_000003/option_001.jpg", "cases/UPC_000032/evidence/turn_000003/option_002.jpg", "cases/UPC_000032/evidence/turn_000003/option_003.jpg", "cases/UPC_000032/evidence/turn_000003/option_004.jpg", "cases/UPC_000032/evidence/turn_000003/option_005.jpg", "cases/UPC_000032/evidence/turn_000003/option_006.jpg", "cases/UPC_000032/evidence/turn_000003/option_007.jpg", "cases/UPC_000032/evidence/turn_000003/option_008.jpg", "cases/UPC_000032/evidence/turn_000003/option_009.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现大理石楼梯上白色灯笼罩吊灯的分屏时，告诉我目前出现的所有楼梯间吊灯哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "黑旋梯水晶钻吊灯" }, "wrong_answer": { "text": "玻璃罩灯泡簇吊灯" }, "answer_options": [ { "id": "cd763897-2bad-42c1-9dde-be51c0e06d6c", "text": "玻璃罩灯泡簇吊灯", "image_filename": "32_dkZKQOdnF2Y_t115.8s_玻璃罩灯泡簇吊灯.jpg" }, { "id": "0fbd0271-bdad-4928-8b4a-4bc405090ab6", "text": "水晶珠螺旋吊灯", "image_filename": "32_dkZKQOdnF2Y_t115.8s_水晶珠螺旋吊灯.jpg" }, { "id": "bb5fc258-719c-4db3-a40c-ef42082d68c7", "text": "石墙小灯泡瀑布灯", "image_filename": "32_dkZKQOdnF2Y_t125.8s_石墙小灯泡瀑布灯.jpg" }, { "id": "1951ff61-1bb6-4686-8857-c48bf09d5275", "text": "大窗白球串吊灯", "image_filename": "32_dkZKQOdnF2Y_t125.8s_大窗白球串吊灯.jpg" }, { "id": "bc58bba4-3582-440f-8ee0-f182f770c0e5", "text": "叶片螺旋吊灯", "image_filename": "32_dkZKQOdnF2Y_t135.8s_叶片螺旋吊灯.jpg" }, { "id": "0e2a1d19-e289-4376-be61-bee5ffdb650e", "text": "客厅水晶螺旋吊灯", "image_filename": "32_dkZKQOdnF2Y_t135.8s_客厅水晶螺旋吊灯.jpg" }, { "id": "d61193d3-b7bb-4173-9426-6ecc2a6233ff", "text": "黑旋梯水晶钻吊灯", "image_filename": "32_dkZKQOdnF2Y_t149.8s_黑旋梯水晶钻吊灯.jpg" }, { "id": "daa3ca6e-c31d-4922-b4c4-c7c80a161c66", "text": "白色灯笼罩吊灯", "image_filename": "32_dkZKQOdnF2Y_t163.8s_白色灯笼罩吊灯.jpg" }, { "id": "53f5e3e4-e602-4313-aaa6-33a0a7a065ea", "text": "金色枝形火花吊灯", "image_filename": "32_dkZKQOdnF2Y_t163.8s_金色枝形火花吊灯.jpg" } ] } }, "preference_change_context": { "past_context": "My former home had a three-story foyer whose tall void suited extremely dense pendant groupings.", "current_context": "I have moved to a single-story home with a standard-height stairwell.", "why_old_basis_expired": "I no longer have the three-story vertical void that motivated my former pendant-count preference." }, "affected_old_preference": "I prefer more than twenty-five individual pendant shades.", "new_preference": "I prefer roughly a dozen individual pendant shades.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "G" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "shade transparency", "expected_user_reply": "I prefer transparent pendant shades.", "matching_answer_labels": [ "A", "C", "D", "G", "H" ] }, { "label": "B", "feature": "number of individual pendant shades", "expected_user_reply": "I prefer roughly a dozen individual pendant shades.", "matching_answer_labels": [ "G" ] }, { "label": "C", "feature": "metal accent color temperature", "expected_user_reply": "I prefer warm-toned metal accents.", "matching_answer_labels": [ "G", "I" ] }, { "label": "D", "feature": "hanging arrangement direction", "expected_user_reply": "I prefer a diagonal hanging arrangement.", "matching_answer_labels": [ "C", "E", "G" ] }, { "label": "E", "feature": "decorative element surface geometry", "expected_user_reply": "I prefer faceted decorative elements.", "matching_answer_labels": [ "B", "F", "G" ] }, { "label": "F", "feature": "light-source scale and multiplicity", "expected_user_reply": "I prefer numerous small lights.", "matching_answer_labels": [ "A", "C", "D", "E", "G", "H", "I" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:27:00.576967+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862272+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a split screen shows a white lantern-shaded chandelier above marble stairs, now that you have moved from a three-story foyer to a single-story home with a standard-height stairwell, tell me which of all the currently shown stairwell chandeliers best suits you?", "language": "en" } } } }, { "turn_id": "UPC_000032_turn_000004", "query": { "text": "When the split screen showing a concrete wall, floating wooden staircase, and bulb pendant lights appears, now that you are choosing for your own home rather than your former workplace with its rounded-décor rule, tell me which of the currently shown stairwell pendant lights suits you best?", "language": "en" }, "query_time_s": 169.6, "time_range": { "start_s": 169.6, "end_s": 234.0 }, "windows": { "waiting": null, "asking": { "start_s": 169.6, "end_s": 223.4, "start_frame": 10176, "end_frame": 13404 }, "answering": { "start_s": 223.4, "end_s": 234.0, "start_frame": 13404, "end_frame": 14040 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer transparent or opaque hanging elements?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which metal accent color do you currently prefer on the pendants?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer a staggered or level vertical arrangement?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer many hanging pieces or only a few?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which illumination color do you currently prefer for the chandelier?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which ornament form do you currently prefer: spherical, disc, or faceted?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "b6a776b5-6dca-4852-add8-7c06d5e9ecf4", "text": "Cascading chandelier of clear crystal-bead spheres beneath round chrome canopy.", "entity_ids": [], "target_view_id": null }, { "option_id": "b52edabe-c284-44e9-b848-813c3c388edf", "text": "Cascade of slim gold cones with small white glowing tips.", "entity_ids": [], "target_view_id": null }, { "option_id": "afd86542-350e-4795-98c2-afd6505f74a4", "text": "Suspended translucent rectangular shades arranged through a curved stairwell.", "entity_ids": [], "target_view_id": null }, { "option_id": "f68958a7-bcdc-4aa0-8954-963e438a670e", "text": "Hanging round marbled discs with warm rims and brown cords.", "entity_ids": [], "target_view_id": null }, { "option_id": "3f68ba2e-92d2-411f-81fb-570dc6561e24", "text": "Cluster of clear faceted crystal pendants with gold caps.", "entity_ids": [], "target_view_id": null }, { "option_id": "76f03150-6cff-48b6-a9dc-fb252e8c8bbf", "text": "Cascading clear teardrop glass pendants with gold fittings.", "entity_ids": [], "target_view_id": null }, { "option_id": "6faf6a9e-759d-415d-b2bc-aa24ab6e5910", "text": "Staggered white tubular lights with gold cylindrical caps.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "3f68ba2e-92d2-411f-81fb-570dc6561e24", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer faceted crystal forms.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "32_dkZKQOdnF2Y:stale_preference:003:5f015145", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 3, "canonical_question": "When the split screen showing a concrete wall, floating wooden staircase, and bulb pendant lights appears, now that you are choosing for your own home rather than your former workplace with its rounded-décor rule, tell me which of the currently shown stairwell pendant lights suits you best?", "historical_preference": "I required clustered spherical crystal ornament forms.\nMy former workplace's décor policy required rounded lighting ornaments; I am now choosing lighting for my own home after leaving that workplace.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 169.6, "original_segment_end_s": 234.0, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000032/evidence/turn_000004/option_001.jpg", "cases/UPC_000032/evidence/turn_000004/option_002.jpg", "cases/UPC_000032/evidence/turn_000004/option_003.jpg", "cases/UPC_000032/evidence/turn_000004/option_004.jpg", "cases/UPC_000032/evidence/turn_000004/option_005.jpg", "cases/UPC_000032/evidence/turn_000004/option_006.jpg", "cases/UPC_000032/evidence/turn_000004/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现混凝土墙悬空木楼梯灯泡吊灯的分屏时，告诉我目前出现的所有楼梯间吊灯哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "金帽水晶石吊灯" }, "wrong_answer": { "text": "水晶球叠层吊灯" }, "answer_options": [ { "id": "b6a776b5-6dca-4852-add8-7c06d5e9ecf4", "text": "水晶球叠层吊灯", "image_filename": "32_dkZKQOdnF2Y_t173.8s_水晶球叠层吊灯.jpg" }, { "id": "b52edabe-c284-44e9-b848-813c3c388edf", "text": "木梯金色蜡烛吊灯", "image_filename": "32_dkZKQOdnF2Y_t173.8s_木梯金色蜡烛吊灯.jpg" }, { "id": "afd86542-350e-4795-98c2-afd6505f74a4", "text": "白色圆柱管吊灯", "image_filename": "32_dkZKQOdnF2Y_t183.8s_白色圆柱管吊灯.jpg" }, { "id": "f68958a7-bcdc-4aa0-8954-963e438a670e", "text": "玻璃球圆片混搭吊灯", "image_filename": "32_dkZKQOdnF2Y_t183.8s_玻璃球圆片混搭吊灯.jpg" }, { "id": "3f68ba2e-92d2-411f-81fb-570dc6561e24", "text": "金帽水晶石吊灯", "image_filename": "32_dkZKQOdnF2Y_t213.8s_金帽水晶石吊灯.jpg" }, { "id": "76f03150-6cff-48b6-a9dc-fb252e8c8bbf", "text": "水泥墙灯泡吊灯", "image_filename": "32_dkZKQOdnF2Y_t228.8s_水泥墙灯泡吊灯.jpg" }, { "id": "6faf6a9e-759d-415d-b2bc-aa24ab6e5910", "text": "白色长管吊灯", "image_filename": "32_dkZKQOdnF2Y_t228.8s_白色长管吊灯.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace's décor policy required rounded lighting ornaments.", "current_context": "I am now choosing lighting for my own home after leaving that workplace.", "why_old_basis_expired": "The former workplace's rounded-décor requirement no longer applies to my home." }, "affected_old_preference": "I required clustered spherical crystal ornament forms.", "new_preference": "I now prefer faceted crystal forms.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "transparency of hanging elements", "expected_user_reply": "I prefer transparent hanging elements.", "matching_answer_labels": [ "A", "E", "F" ] }, { "label": "B", "feature": "metal accent color", "expected_user_reply": "I prefer gold-toned accents.", "matching_answer_labels": [ "B", "D", "E", "F", "G" ] }, { "label": "C", "feature": "vertical arrangement", "expected_user_reply": "I prefer a staggered vertical arrangement.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "D", "feature": "quantity of hanging pieces", "expected_user_reply": "I prefer many separate hanging pieces.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "E", "feature": "illumination color", "expected_user_reply": "I prefer warm white illumination.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "F", "feature": "ornament form", "expected_user_reply": "I now prefer faceted crystal forms.", "matching_answer_labels": [ "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:26:12.811964+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862276+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the split screen showing a concrete wall, floating wooden staircase, and bulb pendant lights appears, now that you are choosing for your own home rather than your former workplace with its rounded-décor rule, tell me which of the currently shown stairwell pendant lights suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000032_turn_000005", "query": { "text": "When a split screen shows a crystal-ball waterfall chandelier and a glass-ball chandelier beside a white curved staircase, now that you have moved into an unfurnished home with no existing lighting shapes to match, tell me which currently shown staircase chandelier suits you best?", "language": "en" }, "query_time_s": 234.0, "time_range": { "start_s": 234.0, "end_s": 289.8 }, "windows": { "waiting": null, "asking": { "start_s": 234.0, "end_s": 279.3, "start_frame": 14040, "end_frame": 16758 }, "answering": { "start_s": 279.3, "end_s": 289.8, "start_frame": 16758, "end_frame": 17388 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What pendant-element shape do you currently prefer for your staircase chandelier?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What illumination color do you currently prefer for the hanging lights?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What metal accent color do you currently prefer on the fixture?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "How many individual hanging lights do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What vertical arrangement do you currently prefer for the hanging lights?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What general light-element size do you currently prefer in the fixture?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "385a99e4-3a6a-4ad4-bfe5-5026dffc8c26", "text": "Cascade of slim silver cylinders with crystal-like dangling strands.", "entity_ids": [], "target_view_id": null }, { "option_id": "da50a7c3-6aba-4d60-ae9d-48b7353d283e", "text": "Cluster of glowing textured globes suspended from dark cords.", "entity_ids": [], "target_view_id": null }, { "option_id": "5e5aa855-0668-4483-a598-30a5415f22d9", "text": "Gold-rimmed glowing circular discs arranged in a vertical cascade.", "entity_ids": [], "target_view_id": null }, { "option_id": "ef411391-891d-443b-ba33-f08c55744d22", "text": "Cascade of slender gold teardrop pendants on thin cords.", "entity_ids": [], "target_view_id": null }, { "option_id": "3d369f40-ba76-42ce-991c-586003ea7836", "text": "Cluster of large sparkling circular discs on white cords.", "entity_ids": [], "target_view_id": null }, { "option_id": "5fd0e4c6-c659-4b39-bd2a-01c58f3ec5c4", "text": "Spiral cascade of small exposed bulbs on black cords.", "entity_ids": [], "target_view_id": null }, { "option_id": "d382da4f-f1ba-4d15-89ec-d0a5ded61312", "text": "Assorted glowing white rings with short gold mounts.", "entity_ids": [], "target_view_id": null }, { "option_id": "e6d1435f-3d08-4953-b821-f9849cc465d5", "text": "Cascade of faceted clear irregular globes beneath a round canopy.", "entity_ids": [], "target_view_id": null }, { "option_id": "78abac70-ad07-4541-b2a6-baca4f3256f4", "text": "Clear glass balls mixed with bright pinpoints on white cords.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ef411391-891d-443b-ba33-f08c55744d22", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer slender teardrop-shaped pendant elements.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "32_dkZKQOdnF2Y:stale_preference:004:4f24f936", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 4, "canonical_question": "When a split screen shows a crystal-ball waterfall chandelier and a glass-ball chandelier beside a white curved staircase, now that you have moved into an unfurnished home with no existing lighting shapes to match, tell me which currently shown staircase chandelier suits you best?", "historical_preference": "I preferred elongated cylindrical pendant elements.\nMy former shared foyer had straight linear decor that required matching cylindrical lighting elements; I have moved into an unfurnished home with no existing lighting shapes to match.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 234.0, "original_segment_end_s": 289.8, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000032/evidence/turn_000005/option_001.jpg", "cases/UPC_000032/evidence/turn_000005/option_002.jpg", "cases/UPC_000032/evidence/turn_000005/option_003.jpg", "cases/UPC_000032/evidence/turn_000005/option_004.jpg", "cases/UPC_000032/evidence/turn_000005/option_005.jpg", "cases/UPC_000032/evidence/turn_000005/option_006.jpg", "cases/UPC_000032/evidence/turn_000005/option_007.jpg", "cases/UPC_000032/evidence/turn_000005/option_008.jpg", "cases/UPC_000032/evidence/turn_000005/option_009.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现水晶球瀑布吊灯与白色弧形楼梯玻璃球吊灯的分屏时，告诉我目前出现的所有楼梯间吊灯哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "金色水滴灯串" }, "wrong_answer": { "text": "大厅水晶管吊灯" }, "answer_options": [ { "id": "385a99e4-3a6a-4ad4-bfe5-5026dffc8c26", "text": "大厅水晶管吊灯", "image_filename": "32_dkZKQOdnF2Y_t235.3s_大厅水晶管吊灯.jpg" }, { "id": "da50a7c3-6aba-4d60-ae9d-48b7353d283e", "text": "金色圆环球吊灯", "image_filename": "32_dkZKQOdnF2Y_t253.8s_金色圆环球吊灯.jpg" }, { "id": "5e5aa855-0668-4483-a598-30a5415f22d9", "text": "深色旋梯玻璃球吊灯", "image_filename": "32_dkZKQOdnF2Y_t253.8s_深色旋梯玻璃球吊灯.jpg" }, { "id": "ef411391-891d-443b-ba33-f08c55744d22", "text": "金色水滴灯串", "image_filename": "32_dkZKQOdnF2Y_t263.8s_金色水滴灯串.jpg" }, { "id": "3d369f40-ba76-42ce-991c-586003ea7836", "text": "蒲公英球螺旋吊灯", "image_filename": "32_dkZKQOdnF2Y_t263.8s_蒲公英球螺旋吊灯.jpg" }, { "id": "5fd0e4c6-c659-4b39-bd2a-01c58f3ec5c4", "text": "白旋梯单串珠灯", "image_filename": "32_dkZKQOdnF2Y_t273.8s_白旋梯单串珠灯.jpg" }, { "id": "d382da4f-f1ba-4d15-89ec-d0a5ded61312", "text": "LED圆环吊灯", "image_filename": "32_dkZKQOdnF2Y_t273.8s_LED圆环吊灯.jpg" }, { "id": "e6d1435f-3d08-4953-b821-f9849cc465d5", "text": "白梯玻璃球吊灯", "image_filename": "32_dkZKQOdnF2Y_t283.8s_白梯玻璃球吊灯.jpg" }, { "id": "78abac70-ad07-4541-b2a6-baca4f3256f4", "text": "水晶球瀑布吊灯", "image_filename": "32_dkZKQOdnF2Y_t283.8s_水晶球瀑布吊灯.jpg" } ] } }, "preference_change_context": { "past_context": "My former shared foyer had straight linear decor that required matching cylindrical lighting elements.", "current_context": "I have moved into an unfurnished home with no existing lighting shapes to match.", "why_old_basis_expired": "The linear decor that justified my former shape preference is no longer present." }, "affected_old_preference": "I preferred elongated cylindrical pendant elements.", "new_preference": "I prefer slender teardrop-shaped pendant elements.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "pendant-element shape", "expected_user_reply": "I prefer slender teardrop-shaped pendant elements.", "matching_answer_labels": [ "D" ] }, { "label": "B", "feature": "illumination color", "expected_user_reply": "I prefer warm-white illumination.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H" ] }, { "label": "C", "feature": "metal accent color", "expected_user_reply": "I prefer gold-colored metal accents.", "matching_answer_labels": [ "B", "C", "D", "E", "G" ] }, { "label": "D", "feature": "number of hanging lights", "expected_user_reply": "I prefer more than ten individual hanging lights.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H", "I" ] }, { "label": "E", "feature": "vertical light arrangement", "expected_user_reply": "I prefer a vertically staggered cascading arrangement.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H", "I" ] }, { "label": "F", "feature": "light-element size", "expected_user_reply": "I prefer mostly small individual light elements.", "matching_answer_labels": [ "A", "D", "F", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:26:23.897233+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862281+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a split screen shows a crystal-ball waterfall chandelier and a glass-ball chandelier beside a white curved staircase, now that you have moved into an unfurnished home with no existing lighting shapes to match, tell me which currently shown staircase chandelier suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/32_dkZKQOdnF2Y/32_dkZKQOdnF2Y.mp4", "duration_s": 292.85, "width": 1920, "height": 1080, "fps": { "num": 60, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000033", "source": { "dataset": "YouTube", "video_id": "33_BUIyprRrM54", "filename": "33_BUIyprRrM54.mp4", "url": null, "input_filename": "33_BUIyprRrM54.mp4" }, "media": { "uri": "cases/UPC_000033/video.mp4", "duration_s": 535.966667, "width": 1920, "height": 1080, "frame_count": 16079, "fps": { "num": 30, "den": 1, "value": 30.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000033_turn_000001", "query": { "text": "When the shot switches to an overhead close-up of a hand holding six dark brown chocolates with coffee-bean decorations, now that you work from home instead of commuting, tell me which of all the desserts shown best suits you?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 262.8 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 219.0, "start_frame": 0, "end_frame": 6570 }, "answering": { "start_s": 219.0, "end_s": 225.8, "start_frame": 6570, "end_frame": 6774 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which visible color palette do you currently prefer for dessert?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What type of visible container material do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer desserts with visibly layered construction?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What overall shape style do you currently prefer in desserts?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What serving format do you currently prefer for your dessert?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer separate decorative pieces placed on top?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_e", "correct_option_ids": [ "ask_e" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "6cae9da1-fa02-40f1-9f7b-090514adeff8", "text": "Clear cup of lavender layered dessert with piped cream and purple cubes.", "entity_ids": [], "target_view_id": null }, { "option_id": "8bc549b6-047a-48f9-b84c-c6c56aa5e247", "text": "Large pale domed dessert in white paper liner and open box.", "entity_ids": [], "target_view_id": null }, { "option_id": "059659da-13c4-4535-bfd1-5df32b21ad27", "text": "Pale sandwich dessert with lavender center in a white paper liner.", "entity_ids": [], "target_view_id": null }, { "option_id": "6a953ac3-18de-4797-8d51-aa5cd006f84c", "text": "Six glossy white spheres arranged in a clear plastic tray.", "entity_ids": [], "target_view_id": null }, { "option_id": "3f1ff5db-f69b-466f-92a9-b3c83cba27e5", "text": "Six dark brown domes topped with coffee-bean shapes in clear tray.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "6cae9da1-fa02-40f1-9f7b-090514adeff8", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a dessert served in a cup.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "33_BUIyprRrM54:stale_preference:000:b4fab2cb", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the shot switches to an overhead close-up of a hand holding six dark brown chocolates with coffee-bean decorations, now that you work from home instead of commuting, tell me which of all the desserts shown best suits you?", "historical_preference": "I prefer a single large dessert presented in an open paper liner.\nWhile commuting, I favored a large dessert in a paper liner for handheld eating; I now work from home instead of commuting.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 262.8, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000033/evidence/turn_000001/option_001.jpg", "cases/UPC_000033/evidence/turn_000001/option_002.jpg", "cases/UPC_000033/evidence/turn_000001/option_003.jpg", "cases/UPC_000033/evidence/turn_000001/option_004.jpg", "cases/UPC_000033/evidence/turn_000001/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到俯拍特写、手里托着一整盘 6 颗深棕色巧克力（咖啡豆巧）时，告诉我目前出现的所有甜点哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "满杯芋泥" }, "wrong_answer": { "text": "芋头奶包" }, "answer_options": [ { "id": "6cae9da1-fa02-40f1-9f7b-090514adeff8", "text": "满杯芋泥", "image_filename": "33_BUIyprRrM54_t69.3s_满杯芋泥.jpg" }, { "id": "8bc549b6-047a-48f9-b84c-c6c56aa5e247", "text": "芋头奶包", "image_filename": "33_BUIyprRrM54_t94.3s_芋头奶包.jpg" }, { "id": "059659da-13c4-4535-bfd1-5df32b21ad27", "text": "芋泥雪贝", "image_filename": "33_BUIyprRrM54_t147.3s_芋泥雪贝.jpg" }, { "id": "6a953ac3-18de-4797-8d51-aa5cd006f84c", "text": "麻薯小团圆", "image_filename": "33_BUIyprRrM54_t180.3s_麻薯小团圆.jpg" }, { "id": "3f1ff5db-f69b-466f-92a9-b3c83cba27e5", "text": "咖啡豆巧", "image_filename": "33_BUIyprRrM54_t224.3s_咖啡豆巧.jpg" } ] } }, "preference_change_context": { "past_context": "While commuting, I favored a large dessert in a paper liner for handheld eating.", "current_context": "I now work from home instead of commuting.", "why_old_basis_expired": "Working from home removes the commuting-based need for my former serving format." }, "affected_old_preference": "I prefer a single large dessert presented in an open paper liner.", "new_preference": "I prefer a dessert served in a cup.", "preference_audit": { "old_matching_answer_labels": [ "B" ], "new_matching_answer_labels": [ "A" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible color palette", "expected_user_reply": "I prefer desserts featuring purple.", "matching_answer_labels": [ "A", "C" ] }, { "label": "B", "feature": "container material", "expected_user_reply": "I prefer transparent serving containers.", "matching_answer_labels": [ "A", "D", "E" ] }, { "label": "C", "feature": "layered construction", "expected_user_reply": "I prefer visibly layered desserts.", "matching_answer_labels": [ "A", "C" ] }, { "label": "D", "feature": "overall shape style", "expected_user_reply": "I prefer desserts featuring rounded forms.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "E", "feature": "serving format", "expected_user_reply": "I prefer a dessert served in a cup.", "matching_answer_labels": [ "A" ] }, { "label": "F", "feature": "separate top decorations", "expected_user_reply": "I prefer separate decorative pieces placed on top.", "matching_answer_labels": [ "A", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:27:42.662030+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862321+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the shot switches to an overhead close-up of a hand holding six dark brown chocolates with coffee-bean decorations, now that you work from home instead of commuting, tell me which of all the desserts shown best suits you?", "language": "en" } } } }, { "turn_id": "UPC_000033_turn_000002", "query": { "text": "When the view cuts to an overhead close-up of three boxes of tiger-patterned rolls arranged side by side on the table, now that your shoots are for a general dessert catalog without the former warm-yellow palette requirement, tell me which of all desserts shown currently suits you best?", "language": "en" }, "query_time_s": 262.8, "time_range": { "start_s": 262.8, "end_s": 416.9 }, "windows": { "waiting": null, "asking": { "start_s": 262.8, "end_s": 371.1, "start_frame": 7884, "end_frame": 11133 }, "answering": { "start_s": 371.1, "end_s": 376.4, "start_frame": 11133, "end_frame": 11292 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer a dessert with a visible spiral cross-section?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer desserts shown held close-up in someone’s hands?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer a pale center contrasting with its outer layer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer desserts shown without a rigid clear display dome?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer seeing one prominent dessert rather than several pieces?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which exterior color treatment do you currently prefer for the dessert?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "674213cf-8a61-44b2-8c6d-2e1f28d9b10f", "text": "Round pale-yellow cake with smooth sides and a browned top.", "entity_ids": [], "target_view_id": null }, { "option_id": "853b49e0-7cd8-4e46-a475-b4960229c82b", "text": "White bag displaying several smooth pale-yellow rectangular dessert pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "add01aa4-f0da-4413-8b50-49857c312200", "text": "Yellow striped spiral rolls beneath dome labeled “CHEESE CREAM FLAVOR.”", "entity_ids": [], "target_view_id": null }, { "option_id": "452fa13f-6510-4cd7-9088-60f4016b0279", "text": "Nearly black spiral roll with speckled off-white center.", "entity_ids": [], "target_view_id": null }, { "option_id": "967a1684-f59d-4346-911b-d20702c6f05c", "text": "Yellow striped rolls beneath dome labeled “NORI & MEAT FLOSS FLAVOR.”", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "452fa13f-6510-4cd7-9088-60f4016b0279", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a nearly black exterior.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "33_BUIyprRrM54:stale_preference:001:6312e073", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the view cuts to an overhead close-up of three boxes of tiger-patterned rolls arranged side by side on the table, now that your shoots are for a general dessert catalog without the former warm-yellow palette requirement, tell me which of all desserts shown currently suits you best?", "historical_preference": "I preferred a pale-yellow exterior with a browned top.\nMy earlier shoots required desserts matching a warm-yellow visual palette; My shoots are now for a general dessert catalog without that palette requirement.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 262.8, "original_segment_end_s": 416.9, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000033/evidence/turn_000002/option_001.jpg", "cases/UPC_000033/evidence/turn_000002/option_002.jpg", "cases/UPC_000033/evidence/turn_000002/option_003.jpg", "cases/UPC_000033/evidence/turn_000002/option_004.jpg", "cases/UPC_000033/evidence/turn_000002/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到俯拍特写、三盒虎皮卷并排摆在桌上时，告诉我目前出现的所有甜点哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "奥巧虎皮卷" }, "wrong_answer": { "text": "茶心芝士" }, "answer_options": [ { "id": "674213cf-8a61-44b2-8c6d-2e1f28d9b10f", "text": "茶心芝士", "image_filename": "33_BUIyprRrM54_t287.3s_茶心芝士.jpg" }, { "id": "853b49e0-7cd8-4e46-a475-b4960229c82b", "text": "醇香柚子条", "image_filename": "33_BUIyprRrM54_t325.3s_醇香柚子条.jpg" }, { "id": "add01aa4-f0da-4413-8b50-49857c312200", "text": "芝士奶油虎皮卷", "image_filename": "33_BUIyprRrM54_t374.3s_芝士奶油虎皮卷.jpg" }, { "id": "452fa13f-6510-4cd7-9088-60f4016b0279", "text": "奥巧虎皮卷", "image_filename": "33_BUIyprRrM54_t389.3s_奥巧虎皮卷.jpg" }, { "id": "967a1684-f59d-4346-911b-d20702c6f05c", "text": "海苔肉松虎皮卷", "image_filename": "33_BUIyprRrM54_t374.3s_海苔肉松虎皮卷.jpg" } ] } }, "preference_change_context": { "past_context": "My earlier shoots required desserts matching a warm-yellow visual palette.", "current_context": "My shoots are now for a general dessert catalog without that palette requirement.", "why_old_basis_expired": "The new catalog no longer requires the exterior coloration that guided my former preference." }, "affected_old_preference": "I preferred a pale-yellow exterior with a browned top.", "new_preference": "I now prefer a nearly black exterior.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible spiral cross-section", "expected_user_reply": "Yes, I prefer a visible spiral cross-section.", "matching_answer_labels": [ "C", "D", "E" ] }, { "label": "B", "feature": "handheld close-up presentation", "expected_user_reply": "Yes, I prefer a handheld close-up presentation.", "matching_answer_labels": [ "A", "B", "D" ] }, { "label": "C", "feature": "contrasting pale center", "expected_user_reply": "I prefer a pale center contrasting with the outer layer.", "matching_answer_labels": [ "C", "D", "E" ] }, { "label": "D", "feature": "rigid clear dome packaging", "expected_user_reply": "I prefer desserts shown without a rigid clear display dome.", "matching_answer_labels": [ "A", "B", "D" ] }, { "label": "E", "feature": "number of prominently shown pieces", "expected_user_reply": "I prefer seeing one prominent dessert rather than several pieces.", "matching_answer_labels": [ "A", "D" ] }, { "label": "F", "feature": "exterior color treatment", "expected_user_reply": "I now prefer a nearly black exterior.", "matching_answer_labels": [ "D" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:27:27.050525+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862325+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the view cuts to an overhead close-up of three boxes of tiger-patterned rolls arranged side by side on the table, now that your shoots are for a general dessert catalog without the former warm-yellow palette requirement, tell me which of all desserts shown currently suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000033_turn_000003", "query": { "text": "When she lifts the rose mung bean cake in green packaging and the title card “Rose Mung Bean Cake” appears, now that your spiral-themed photo shoot has ended, tell me which of all the desserts shown so far suits you best?", "language": "en" }, "query_time_s": 416.9, "time_range": { "start_s": 416.9, "end_s": 535.9 }, "windows": { "waiting": null, "asking": { "start_s": 416.9, "end_s": 526.7, "start_frame": 12507, "end_frame": 15801 }, "answering": { "start_s": 526.7, "end_s": 532.9, "start_frame": 15801, "end_frame": 15987 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What dominant dessert color do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer transparent packaging or no visible wrapper?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer one visible piece or several pieces?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "How do you currently prefer the dessert to be displayed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer packaging with visible English lettering?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What dessert shape do you currently prefer: spiral, dome, round, or flower?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "6cf172b7-fe14-442b-9fb3-9e3006605c2f", "text": "Golden rolled pastry with a dark spiral center.", "entity_ids": [], "target_view_id": null }, { "option_id": "8b101acc-c424-4b91-b68b-a6566d81b315", "text": "Golden dome pastry cut open to reveal a pale center.", "entity_ids": [], "target_view_id": null }, { "option_id": "c7672474-f659-43f8-b265-c3080a6a53ed", "text": "Clear jar of round cookies labeled “BLUEBERRY CRISP.”", "entity_ids": [], "target_view_id": null }, { "option_id": "d61d96f0-567f-41c1-8f19-c20a0bb11192", "text": "Clear cylindrical jar of brown stick-shaped crisps.", "entity_ids": [], "target_view_id": null }, { "option_id": "5759d313-056f-43b5-91a0-985ea73ea3f4", "text": "Flower-shaped golden pastry inside a clear green-and-pink wrapper.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "5759d313-056f-43b5-91a0-985ea73ea3f4", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a flower-shaped dessert.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "33_BUIyprRrM54:stale_preference:002:524b3850", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When she lifts the rose mung bean cake in green packaging and the title card “Rose Mung Bean Cake” appears, now that your spiral-themed photo shoot has ended, tell me which of all the desserts shown so far suits you best?", "historical_preference": "I preferred desserts with a visible spiral center.\nI previously needed a spiral-patterned dessert for a spiral-themed photo shoot; My spiral-themed photo shoot has ended.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 416.9, "original_segment_end_s": 535.9, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000033/evidence/turn_000003/option_001.jpg", "cases/UPC_000033/evidence/turn_000003/option_002.jpg", "cases/UPC_000033/evidence/turn_000003/option_003.jpg", "cases/UPC_000033/evidence/turn_000003/option_004.jpg", "cases/UPC_000033/evidence/turn_000003/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当她举起绿色包装的玫瑰绿豆糕并出现字幕卡“玫瑰绿豆糕”时，告诉我目前出现的所有甜点哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "玫瑰绿豆糕" }, "wrong_answer": { "text": "海苔肉松虎皮卷" }, "answer_options": [ { "id": "6cf172b7-fe14-442b-9fb3-9e3006605c2f", "text": "海苔肉松虎皮卷", "image_filename": "33_BUIyprRrM54_t423.3s_海苔肉松虎皮卷.jpg" }, { "id": "8b101acc-c424-4b91-b68b-a6566d81b315", "text": "芝士奶油虎皮卷", "image_filename": "33_BUIyprRrM54_t433.3s_芝士奶油虎皮卷.jpg" }, { "id": "c7672474-f659-43f8-b265-c3080a6a53ed", "text": "蓝莓酥", "image_filename": "33_BUIyprRrM54_t461.8s_蓝莓酥.jpg" }, { "id": "d61d96f0-567f-41c1-8f19-c20a0bb11192", "text": "巧克力阿拉棒", "image_filename": "33_BUIyprRrM54_t499.3s_巧克力阿拉棒.jpg" }, { "id": "5759d313-056f-43b5-91a0-985ea73ea3f4", "text": "玫瑰绿豆糕", "image_filename": "33_BUIyprRrM54_t528.8s_玫瑰绿豆糕.jpg" } ] } }, "preference_change_context": { "past_context": "I previously needed a spiral-patterned dessert for a spiral-themed photo shoot.", "current_context": "My spiral-themed photo shoot has ended.", "why_old_basis_expired": "The completed photo shoot no longer gives me a reason to prioritize spiral designs." }, "affected_old_preference": "I preferred desserts with a visible spiral center.", "new_preference": "I prefer a flower-shaped dessert.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "dominant dessert color", "expected_user_reply": "I prefer a golden-yellow dessert.", "matching_answer_labels": [ "A", "B", "E" ] }, { "label": "B", "feature": "packaging transparency", "expected_user_reply": "I prefer transparent packaging.", "matching_answer_labels": [ "C", "D", "E" ] }, { "label": "C", "feature": "visible portion count", "expected_user_reply": "I prefer one visible piece.", "matching_answer_labels": [ "A", "B", "E" ] }, { "label": "D", "feature": "display method", "expected_user_reply": "I prefer desserts displayed while held in a person's hand.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "E", "feature": "visible packaging lettering", "expected_user_reply": "I prefer packaging with visible English lettering.", "matching_answer_labels": [ "C", "D", "E" ] }, { "label": "F", "feature": "dessert shape", "expected_user_reply": "I prefer a flower-shaped dessert.", "matching_answer_labels": [ "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:27:27.353528+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862330+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When she lifts the rose mung bean cake in green packaging and the title card “Rose Mung Bean Cake” appears, now that your spiral-themed photo shoot has ended, tell me which of all the desserts shown so far suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/33_BUIyprRrM54/33_BUIyprRrM54.mp4", "duration_s": 535.966667, "width": 1920, "height": 1080, "fps": { "num": 30, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000034", "source": { "dataset": "YouTube", "video_id": "34_cmW5fxgkLjY", "filename": "34_cmW5fxgkLjY.mp4", "url": null, "input_filename": "34_cmW5fxgkLjY.mp4" }, "media": { "uri": "cases/UPC_000034/video.mp4", "duration_s": 820.236083, "width": 1920, "height": 1080, "frame_count": 49428, "fps": { "num": 60000, "den": 1001, "value": 59.94005994005994 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000034_turn_000001", "query": { "text": "When the orange-yellow 'Qianqian Recommendations' card slides in from the right, now that you work from home and serve desserts on full-size plates, tell me which of all the desserts currently shown best suits you?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 338.104 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 322.205, "start_frame": 0, "end_frame": 19313 }, "answering": { "start_s": 322.205, "end_s": 332.599, "start_frame": 19313, "end_frame": 19936 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which visible color palette do you currently prefer in a dessert?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer desserts with a prominent white portion?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What dessert shape do you currently prefer: egg-shaped, wedge-shaped, or round?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you prefer desserts presented in an open container or sealed wrapper?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer a plain surface or an embossed design?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you prefer desserts showing separate visible layers or one uniform body?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "66a8df53-36f2-4741-91f7-fc48457e4aec", "text": "Yellow wedge-shaped cake pieces topped with thick white cream.", "entity_ids": [], "target_view_id": null }, { "option_id": "070f80e5-23da-4e66-8ec2-448e8231f57c", "text": "Smooth egg-shaped white pastry sealed in a translucent wrapper.", "entity_ids": [], "target_view_id": null }, { "option_id": "98eae1f1-1795-4233-bb39-9afd6541868e", "text": "Rectangular golden pastry embossed with a fish design.", "entity_ids": [], "target_view_id": null }, { "option_id": "b7292909-80ac-40bb-b49f-d1f6eaa45b42", "text": "Dark green glossy dessert in a white oblong tub.", "entity_ids": [], "target_view_id": null }, { "option_id": "2f08f6e7-f553-42f8-8fbb-aedaa6db5403", "text": "Bright yellow glossy dessert in a round white-rimmed cup.", "entity_ids": [], "target_view_id": null }, { "option_id": "ed183f08-bf3a-458d-880a-4876aa124bbe", "text": "Yellow roll cake visible through pink branded packaging.", "entity_ids": [], "target_view_id": null }, { "option_id": "9148aa6c-34c3-4790-a416-920d9c490db6", "text": "Round browned pastry with a darker rim.", "entity_ids": [], "target_view_id": null }, { "option_id": "1e02d82e-1210-441a-8002-d73b3c3ce95d", "text": "Clear cup dessert with yellow, white, and dark layers.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "66a8df53-36f2-4741-91f7-fc48457e4aec", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer wedge-shaped desserts.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "34_cmW5fxgkLjY:stale_preference:000:a234c4d8", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the orange-yellow 'Qianqian Recommendations' card slides in from the right, now that you work from home and serve desserts on full-size plates, tell me which of all the desserts currently shown best suits you?", "historical_preference": "I preferred egg-shaped desserts.\nMy commute required desserts to fit an egg-shaped compartment in a compact snack box; I now work from home and serve desserts on full-size plates.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 338.104, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000034/evidence/turn_000001/option_001.jpg", "cases/UPC_000034/evidence/turn_000001/option_002.jpg", "cases/UPC_000034/evidence/turn_000001/option_003.jpg", "cases/UPC_000034/evidence/turn_000001/option_004.jpg", "cases/UPC_000034/evidence/turn_000001/option_005.jpg", "cases/UPC_000034/evidence/turn_000001/option_006.jpg", "cases/UPC_000034/evidence/turn_000001/option_007.jpg", "cases/UPC_000034/evidence/turn_000001/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面右侧滑入橙黄色‘千千推荐’推荐卡时，告诉我目前出现的所有甜点哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "奶油年轮蛋糕" }, "wrong_answer": { "text": "焦糖奶油泡芙" }, "answer_options": [ { "id": "66a8df53-36f2-4741-91f7-fc48457e4aec", "text": "奶油年轮蛋糕", "image_filename": "34_cmW5fxgkLjY_t4.5s_奶油年輪蛋糕.jpg" }, { "id": "070f80e5-23da-4e66-8ec2-448e8231f57c", "text": "焦糖奶油泡芙", "image_filename": "34_cmW5fxgkLjY_t36.5s_焦糖奶油泡芙.jpg" }, { "id": "98eae1f1-1795-4233-bb39-9afd6541868e", "text": "红豆鲷鱼烧", "image_filename": "34_cmW5fxgkLjY_t74.0s_紅豆鯛魚燒.jpg" }, { "id": "b7292909-80ac-40bb-b49f-d1f6eaa45b42", "text": "抹茶巧克力蛋糕", "image_filename": "34_cmW5fxgkLjY_t116.5s_抹茶巧克力蛋糕.jpg" }, { "id": "2f08f6e7-f553-42f8-8fbb-aedaa6db5403", "text": "芒果甜点", "image_filename": "34_cmW5fxgkLjY_t150.5s_芒果甜點.jpg" }, { "id": "ed183f08-bf3a-458d-880a-4876aa124bbe", "text": "红薯派", "image_filename": "34_cmW5fxgkLjY_t196.5s_紅薯派.jpg" }, { "id": "9148aa6c-34c3-4790-a416-920d9c490db6", "text": "红薯铜锣烧", "image_filename": "34_cmW5fxgkLjY_t237.0s_紅薯銅鑼燒.jpg" }, { "id": "1e02d82e-1210-441a-8002-d73b3c3ce95d", "text": "红薯奶油蛋糕", "image_filename": "34_cmW5fxgkLjY_t267.5s_紅薯奶油蛋糕.jpg" } ] } }, "preference_change_context": { "past_context": "My commute required desserts to fit an egg-shaped compartment in a compact snack box.", "current_context": "I now work from home and serve desserts on full-size plates.", "why_old_basis_expired": "The shaped snack-box compartment no longer restricts my preferred dessert shape." }, "affected_old_preference": "I preferred egg-shaped desserts.", "new_preference": "I prefer wedge-shaped desserts.", "preference_audit": { "old_matching_answer_labels": [ "B" ], "new_matching_answer_labels": [ "A" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible color palette", "expected_user_reply": "I prefer a yellow-and-white palette.", "matching_answer_labels": [ "A", "E", "H" ] }, { "label": "B", "feature": "prominent white portion", "expected_user_reply": "I prefer a prominent white portion.", "matching_answer_labels": [ "A", "B", "H" ] }, { "label": "C", "feature": "dessert shape", "expected_user_reply": "I prefer wedge-shaped desserts.", "matching_answer_labels": [ "A" ] }, { "label": "D", "feature": "container presentation", "expected_user_reply": "I prefer desserts presented in an open container.", "matching_answer_labels": [ "A", "D", "E" ] }, { "label": "E", "feature": "surface pattern", "expected_user_reply": "I prefer a plain surface.", "matching_answer_labels": [ "A", "B", "D", "E", "G", "H" ] }, { "label": "F", "feature": "visible structural layering", "expected_user_reply": "I prefer desserts showing separate visible layers.", "matching_answer_labels": [ "A", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:27:34.246290+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862333+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the orange-yellow 'Qianqian Recommendations' card slides in from the right, now that you work from home and serve desserts on full-size plates, tell me which of all the desserts currently shown best suits you?", "language": "en" } } } }, { "turn_id": "UPC_000034_turn_000002", "query": { "text": "When the streamer lifts a cup of matcha chiffon cake toward the camera, now that you work from home and have ample pantry space, tell me which of all the desserts shown so far best suits you?", "language": "en" }, "query_time_s": 338.104, "time_range": { "start_s": 338.104, "end_s": 603.703 }, "windows": { "waiting": null, "asking": { "start_s": 338.104, "end_s": 568.301, "start_frame": 20266, "end_frame": 34064 }, "answering": { "start_s": 568.301, "end_s": 576.793, "start_frame": 34064, "end_frame": 34573 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer the dessert visible or concealed by packaging?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer desserts with or without visible fruit pieces?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which dominant presentation color do you currently prefer for your dessert?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer a spoon shown with your dessert?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer prominent Japanese lettering on the dessert packaging?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which packaging format do you currently prefer for your dessert?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "fb069096-fd95-4ae8-87f1-c59c9c415bbc", "text": "Brown flexible pouch reading “Chocolate Macaron Ice,” with pink macarons.", "entity_ids": [], "target_view_id": null }, { "option_id": "b2edca0d-0b67-44f5-b416-2dddbfa29790", "text": "Brown cake piece topped with white cream in clear plastic tray.", "entity_ids": [], "target_view_id": null }, { "option_id": "cfe03838-6d70-4f17-be97-0965c2d4e43e", "text": "Clear dessert cup topped with glossy red fruit pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "46aa1e7c-e39d-46cb-921d-d313a977ae8b", "text": "Yellow Yamazaki rectangular box depicting pale cakes with golden centers.", "entity_ids": [], "target_view_id": null }, { "option_id": "2cc6463c-eb10-4563-9779-028c50c6b78d", "text": "Clear cup holding white jelly cubes with orange flecks.", "entity_ids": [], "target_view_id": null }, { "option_id": "9076158b-75f7-4eee-bd88-319f45bdfac3", "text": "Clear cup containing green cake pieces beneath white cream.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "46aa1e7c-e39d-46cb-921d-d313a977ae8b", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a rectangular box.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "34_cmW5fxgkLjY:stale_preference:001:f0cd79a8", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the streamer lifts a cup of matcha chiffon cake toward the camera, now that you work from home and have ample pantry space, tell me which of all the desserts shown so far best suits you?", "historical_preference": "I prefer a flexible pouch.\nI commuted daily and carried desserts in a narrow bag; I now work from home and have ample pantry space.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 338.104, "original_segment_end_s": 603.703, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000034/evidence/turn_000002/option_001.jpg", "cases/UPC_000034/evidence/turn_000002/option_002.jpg", "cases/UPC_000034/evidence/turn_000002/option_003.jpg", "cases/UPC_000034/evidence/turn_000002/option_004.jpg", "cases/UPC_000034/evidence/turn_000002/option_005.jpg", "cases/UPC_000034/evidence/turn_000002/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当主播拿起杯装抹茶戚风蛋糕举到镜头前时，告诉我目前出现的所有甜点哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "山崎重满足蛋糕" }, "wrong_answer": { "text": "巧克力马卡龙冰" }, "answer_options": [ { "id": "fb069096-fd95-4ae8-87f1-c59c9c415bbc", "text": "巧克力马卡龙冰", "image_filename": "34_cmW5fxgkLjY_t349.0s_巧克力馬卡龍冰.jpg" }, { "id": "b2edca0d-0b67-44f5-b416-2dddbfa29790", "text": "生食感可丽露", "image_filename": "34_cmW5fxgkLjY_t408.5s_生食感可麗露.jpg" }, { "id": "cfe03838-6d70-4f17-be97-0965c2d4e43e", "text": "草莓炼乳蕨饼", "image_filename": "34_cmW5fxgkLjY_t428.5s_草莓煉乳蕨餅.jpg" }, { "id": "46aa1e7c-e39d-46cb-921d-d313a977ae8b", "text": "山崎重满足蛋糕", "image_filename": "34_cmW5fxgkLjY_t459.5s_山崎重滿足蛋糕.jpg" }, { "id": "2cc6463c-eb10-4563-9779-028c50c6b78d", "text": "橘子牛乳寒天", "image_filename": "34_cmW5fxgkLjY_t532.0s_橘子牛乳寒天.jpg" }, { "id": "9076158b-75f7-4eee-bd88-319f45bdfac3", "text": "奶油抹茶戚风蛋糕", "image_filename": "34_cmW5fxgkLjY_t571.5s_奶油抹茶戚風蛋糕.jpg" } ] } }, "preference_change_context": { "past_context": "I commuted daily and carried desserts in a narrow bag.", "current_context": "I now work from home and have ample pantry space.", "why_old_basis_expired": "My former need for a flexible, space-saving package no longer applies." }, "affected_old_preference": "I prefer a flexible pouch.", "new_preference": "I prefer a rectangular box.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "dessert visibility through packaging", "expected_user_reply": "I prefer the dessert concealed by packaging.", "matching_answer_labels": [ "A", "D" ] }, { "label": "B", "feature": "visible fruit-piece presence", "expected_user_reply": "I prefer desserts without visible fruit pieces.", "matching_answer_labels": [ "A", "B", "D", "F" ] }, { "label": "C", "feature": "dominant presentation color temperature", "expected_user_reply": "I prefer warm dominant colors.", "matching_answer_labels": [ "A", "C", "D" ] }, { "label": "D", "feature": "visible spoon presence", "expected_user_reply": "I prefer no spoon shown.", "matching_answer_labels": [ "A", "B", "D", "F" ] }, { "label": "E", "feature": "prominent Japanese package lettering", "expected_user_reply": "I prefer prominent Japanese lettering.", "matching_answer_labels": [ "A", "D" ] }, { "label": "F", "feature": "dessert packaging format", "expected_user_reply": "I prefer a rectangular box.", "matching_answer_labels": [ "D" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:27:31.698044+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862337+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the streamer lifts a cup of matcha chiffon cake toward the camera, now that you work from home and have ample pantry space, tell me which of all the desserts shown so far best suits you?", "language": "en" } } } }, { "turn_id": "UPC_000034_turn_000003", "query": { "text": "When the scene cuts to a macro close-up of dark chocolate cake in a gold paper cup, now that you live alone and no longer need color-coded packaging, tell me which of all desserts shown currently suits you best?", "language": "en" }, "query_time_s": 603.703, "time_range": { "start_s": 603.703, "end_s": 820.203 }, "windows": { "waiting": null, "asking": { "start_s": 603.703, "end_s": 811.995, "start_frame": 36186, "end_frame": 48671 }, "answering": { "start_s": 811.995, "end_s": 817.2, "start_frame": 48671, "end_frame": 48983 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What overall dessert color do you currently find most appealing?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "How transparent should your preferred dessert container appear?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What topping shape do you currently prefer on a dessert?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer desserts with visible horizontal layers?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Should your preferred dessert be shown without a visible utensil?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which dessert container color do you currently prefer most?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "40daa18d-1b4a-49a4-8aba-131b1ee3ffe7", "text": "Blue-and-white packaged cup held in front of a woman.", "entity_ids": [], "target_view_id": null }, { "option_id": "c20618f0-fe43-404c-96f4-b305cfb71fa8", "text": "Beige swirled dessert in a clear plastic cup.", "entity_ids": [], "target_view_id": null }, { "option_id": "08f34f4b-84ab-427b-ade2-5953337f4a34", "text": "Green, white, and pink layered dessert in a clear cup.", "entity_ids": [], "target_view_id": null }, { "option_id": "3423e589-539b-41b1-b372-33d609eb1427", "text": "Pale yellow dessert with white dome in a clear lidded cup.", "entity_ids": [], "target_view_id": null }, { "option_id": "102283ee-3470-4967-b249-50838204d16d", "text": "White dessert with two yellow layers in a translucent cup.", "entity_ids": [], "target_view_id": null }, { "option_id": "230dca26-0995-42bd-b137-3a9262981dd4", "text": "Pale cream swirled dessert in a black ribbed cup.", "entity_ids": [], "target_view_id": null }, { "option_id": "b035d7a0-eebb-424e-a512-95833d2b25f5", "text": "Glossy dark chocolate cake in a crinkled gold foil cup.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "230dca26-0995-42bd-b137-3a9262981dd4", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer a black container.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "34_cmW5fxgkLjY:stale_preference:002:69828759", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the scene cuts to a macro close-up of dark chocolate cake in a gold paper cup, now that you live alone and no longer need color-coded packaging, tell me which of all desserts shown currently suits you best?", "historical_preference": "I preferred blue dessert packaging.\nI shared a refrigerator, so blue packaging helped me distinguish my dessert; I now live alone and no longer need color-coded packaging.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 603.703, "original_segment_end_s": 820.203, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000034/evidence/turn_000003/option_001.jpg", "cases/UPC_000034/evidence/turn_000003/option_002.jpg", "cases/UPC_000034/evidence/turn_000003/option_003.jpg", "cases/UPC_000034/evidence/turn_000003/option_004.jpg", "cases/UPC_000034/evidence/turn_000003/option_005.jpg", "cases/UPC_000034/evidence/turn_000003/option_006.jpg", "cases/UPC_000034/evidence/turn_000003/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到金色纸杯上黑巧克力蛋糕的微距特写时，告诉我目前出现的所有甜点哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "奶油红豆白玉圣代" }, "wrong_answer": { "text": "炼乳优酪乳" }, "answer_options": [ { "id": "40daa18d-1b4a-49a4-8aba-131b1ee3ffe7", "text": "炼乳优酪乳", "image_filename": "34_cmW5fxgkLjY_t605.5s_煉乳優酪乳.jpg" }, { "id": "c20618f0-fe43-404c-96f4-b305cfb71fa8", "text": "意大利栗子蒙布朗", "image_filename": "34_cmW5fxgkLjY_t627.5s_義大利栗子蒙布朗.jpg" }, { "id": "08f34f4b-84ab-427b-ade2-5953337f4a34", "text": "宇治抹茶草莓圣代", "image_filename": "34_cmW5fxgkLjY_t661.5s_宇治抹茶草莓聖代.jpg" }, { "id": "3423e589-539b-41b1-b372-33d609eb1427", "text": "浓郁起司蛋糕", "image_filename": "34_cmW5fxgkLjY_t710.5s_濃郁起司蛋糕.jpg" }, { "id": "102283ee-3470-4967-b249-50838204d16d", "text": "起司奶酥圣代", "image_filename": "34_cmW5fxgkLjY_t754.5s_起司奶酥聖代.jpg" }, { "id": "230dca26-0995-42bd-b137-3a9262981dd4", "text": "奶油红豆白玉圣代", "image_filename": "34_cmW5fxgkLjY_t779.5s_奶油紅豆白玉聖代.jpg" }, { "id": "b035d7a0-eebb-424e-a512-95833d2b25f5", "text": "维也纳巧克力蛋糕", "image_filename": "34_cmW5fxgkLjY_t813.5s_維也納巧克力蛋糕.jpg" } ] } }, "preference_change_context": { "past_context": "I shared a refrigerator, so blue packaging helped me distinguish my dessert.", "current_context": "I now live alone and no longer need color-coded packaging.", "why_old_basis_expired": "Distinguishing my dessert by packaging color is unnecessary in a private refrigerator." }, "affected_old_preference": "I preferred blue dessert packaging.", "new_preference": "I currently prefer a black container.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "F" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "overall dessert color", "expected_user_reply": "I currently prefer a light-colored dessert.", "matching_answer_labels": [ "B", "D", "E", "F" ] }, { "label": "B", "feature": "container transparency", "expected_user_reply": "I currently prefer an opaque container.", "matching_answer_labels": [ "A", "F", "G" ] }, { "label": "C", "feature": "topping shape", "expected_user_reply": "I currently prefer a swirled topping.", "matching_answer_labels": [ "B", "C", "F" ] }, { "label": "D", "feature": "visible horizontal layering", "expected_user_reply": "I currently prefer no visible horizontal layers.", "matching_answer_labels": [ "B", "F", "G" ] }, { "label": "E", "feature": "visible utensil presence", "expected_user_reply": "I currently prefer no visible utensil.", "matching_answer_labels": [ "A", "D", "F", "G" ] }, { "label": "F", "feature": "dessert container color", "expected_user_reply": "I currently prefer a black container.", "matching_answer_labels": [ "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:27:34.515028+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862341+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene cuts to a macro close-up of dark chocolate cake in a gold paper cup, now that you live alone and no longer need color-coded packaging, tell me which of all desserts shown currently suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/34_cmW5fxgkLjY/34_cmW5fxgkLjY.mp4", "duration_s": 820.236083, "width": 1920, "height": 1080, "fps": { "num": 60000, "den": 1001 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000035", "source": { "dataset": "YouTube", "video_id": "35_8bratUnVW98", "filename": "35_8bratUnVW98.mp4", "url": null, "input_filename": "35_8bratUnVW98.mp4" }, "media": { "uri": "cases/UPC_000035/video.mp4", "duration_s": 343.433333, "width": 1920, "height": 1080, "frame_count": 10382, "fps": { "num": 30, "den": 1, "value": 30.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000035_turn_000001", "query": { "text": "When the model wears a black blazer with black suit trousers and heels and the LOOK7 title card appears, now that your new workplace no longer requires full-length plain-hemmed trousers, tell me which outfit shown so far suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 128.133 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 115.933, "start_frame": 0, "end_frame": 3478 }, "answering": { "start_s": 115.933, "end_s": 128.133, "start_frame": 3478, "end_frame": 3844 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What trouser hem style and length do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What shirt color would you currently prefer for this outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What footwear color would you currently prefer with the outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What trouser material appearance do you currently prefer to wear?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer a visible outer layer over your shirt?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What trouser waist height do you currently prefer for outfits?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "a1fc3692-8e98-49b6-95fc-a7aea5faed0e", "text": "White button-up shirt, black flared trousers, and white sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "ffa8c871-b411-45f9-adb5-ca229612cb7e", "text": "White button-up shirt, light blue cuffed jeans, and white sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "124c5e80-e8a4-40c6-90bb-d9ca29898ced", "text": "Gray plaid blazer, white shirt, button-detailed cuffed jeans, white mules.", "entity_ids": [], "target_view_id": null }, { "option_id": "a636b690-c675-4ec4-a92d-4c9ea4eda1ca", "text": "Black blazer, white shirt, light blue cuffed jeans, white sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "f181dd4e-8df8-4369-abcb-e1612f21979b", "text": "Pale yellow sweater, collared shirt, cuffed jeans, and white sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "33f51701-2841-4036-beec-6132cc2d9b19", "text": "Open white shirt, black V-neck top, cuffed jeans, white sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "0efe15f0-9421-4be8-bbb3-a1b43329de36", "text": "White button-up shirt with cropped black trousers and black flats.", "entity_ids": [], "target_view_id": null }, { "option_id": "00bf93da-97ad-4d97-a39a-c59a340c0bec", "text": "Black double-breasted blazer, white shirt, cropped black trousers, black heels.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "124c5e80-e8a4-40c6-90bb-d9ca29898ced", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer cropped trousers with button-detailed rolled cuffs.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "35_8bratUnVW98:stale_preference:000:873906a3", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the model wears a black blazer with black suit trousers and heels and the LOOK7 title card appears, now that your new workplace no longer requires full-length plain-hemmed trousers, tell me which outfit shown so far suits you best?", "historical_preference": "I previously preferred full-length trousers with plain flared hems.\nMy former workplace dress code required full-length trousers with plain hems; My new workplace no longer requires full-length plain-hemmed trousers.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 128.133, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000035/evidence/turn_000001/option_001.jpg", "cases/UPC_000035/evidence/turn_000001/option_002.jpg", "cases/UPC_000035/evidence/turn_000001/option_003.jpg", "cases/UPC_000035/evidence/turn_000001/option_004.jpg", "cases/UPC_000035/evidence/turn_000001/option_005.jpg", "cases/UPC_000035/evidence/turn_000001/option_006.jpg", "cases/UPC_000035/evidence/turn_000001/option_007.jpg", "cases/UPC_000035/evidence/turn_000001/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当模特穿着全黑的西装外套配黑西装裤和高跟鞋、画面出现 LOOK7 字幕卡时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "灰格纹西装+牛仔裤" }, "wrong_answer": { "text": "白衬衫+黑长裤白鞋" }, "answer_options": [ { "id": "a1fc3692-8e98-49b6-95fc-a7aea5faed0e", "text": "白衬衫+黑长裤白鞋", "image_filename": "35_8bratUnVW98_t6.6s_白衬衫+黑长裤白鞋.jpg" }, { "id": "ffa8c871-b411-45f9-adb5-ca229612cb7e", "text": "浅色阔腿牛仔裤", "image_filename": "35_8bratUnVW98_t36.6s_浅色阔腿牛仔裤.jpg" }, { "id": "124c5e80-e8a4-40c6-90bb-d9ca29898ced", "text": "灰格纹西装+牛仔裤", "image_filename": "35_8bratUnVW98_t50.6s_灰格纹西装+牛仔裤.jpg" }, { "id": "a636b690-c675-4ec4-a92d-4c9ea4eda1ca", "text": "黑西装外套+浅色牛仔裤", "image_filename": "35_8bratUnVW98_t60.6s_黑西装外套+浅色牛仔裤.jpg" }, { "id": "f181dd4e-8df8-4369-abcb-e1612f21979b", "text": "黄色毛衣+牛仔裤", "image_filename": "35_8bratUnVW98_t71.6s_黄色毛衣+牛仔裤.jpg" }, { "id": "33f51701-2841-4036-beec-6132cc2d9b19", "text": "黑吊带+牛仔裤", "image_filename": "35_8bratUnVW98_t86.6s_黑吊带+牛仔裤.jpg" }, { "id": "0efe15f0-9421-4be8-bbb3-a1b43329de36", "text": "白衬衫+黑西装裤", "image_filename": "35_8bratUnVW98_t104.6s_白衬衫+黑西装裤.jpg" }, { "id": "00bf93da-97ad-4d97-a39a-c59a340c0bec", "text": "全黑西装+黑高跟鞋", "image_filename": "35_8bratUnVW98_t120.6s_全黑西装+黑高跟鞋.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace dress code required full-length trousers with plain hems.", "current_context": "My new workplace no longer requires full-length plain-hemmed trousers.", "why_old_basis_expired": "The dress-code restriction that supported my former hem preference no longer applies." }, "affected_old_preference": "I previously preferred full-length trousers with plain flared hems.", "new_preference": "I now prefer cropped trousers with button-detailed rolled cuffs.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "trouser hem style and length", "expected_user_reply": "I now prefer cropped trousers with button-detailed rolled cuffs.", "matching_answer_labels": [ "C" ] }, { "label": "B", "feature": "shirt color", "expected_user_reply": "I prefer a white shirt.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H" ] }, { "label": "C", "feature": "footwear color", "expected_user_reply": "I prefer white footwear.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "D", "feature": "trouser material appearance", "expected_user_reply": "I prefer light blue denim.", "matching_answer_labels": [ "B", "C", "D", "E", "F" ] }, { "label": "E", "feature": "outfit layering", "expected_user_reply": "I prefer a visible outer layer over my shirt.", "matching_answer_labels": [ "C", "D", "E", "F", "H" ] }, { "label": "F", "feature": "trouser waist height", "expected_user_reply": "I prefer high-waisted trousers.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:28:05.543868+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862345+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the model wears a black blazer with black suit trousers and heels and the LOOK7 title card appears, now that your new workplace no longer requires full-length plain-hemmed trousers, tell me which outfit shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000035_turn_000002", "query": { "text": "When the model wears a long black coat and the LOOK14 title card appears, now that you have moved from a consistently warm climate to one with variable seasons, tell me which of all the outfits shown so far suits you best?", "language": "en" }, "query_time_s": 128.133, "time_range": { "start_s": 128.133, "end_s": 239.967 }, "windows": { "waiting": null, "asking": { "start_s": 128.133, "end_s": 225.967, "start_frame": 3844, "end_frame": 6779 }, "answering": { "start_s": 225.967, "end_s": 239.967, "start_frame": 6779, "end_frame": 7199 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What trouser color do you currently prefer for these outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What footwear style do you currently prefer with these outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What overall color palette do you currently prefer wearing?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer trousers with visible zippered thigh pockets?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer wearing a hat with these outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What outer-layer length do you currently prefer: cropped, hip-length, or below-knee?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "c46d72ee-e8e0-4948-b140-9857e4d2a532", "text": "White collared shirt, purple cropped bustier, black cuffed trousers, gray sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "2b5985fb-635f-41de-a029-a1771781e866", "text": "White shirt, long gray color-block cardigan, black trousers, beige flats.", "entity_ids": [], "target_view_id": null }, { "option_id": "e1c45208-9b6e-45bd-8e85-3ff30980d0d6", "text": "White collared shirt, white wide cropped trousers, gray sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "eb117ce7-5598-411a-a383-baf4150e5d63", "text": "Black graphic sweatshirt, white collar, gray joggers, chunky gray sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "edacfcdc-a403-4e5d-a05a-2e8f80006b91", "text": "Black bucket hat, white shirt, black zip-pocket cargo joggers, boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "8e950a24-78ec-4d33-8130-a698235e1dd9", "text": "Light blue denim jacket, white shirt, black zip-pocket joggers, sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "6afb5f86-f96e-4402-9d03-da86d558cbfc", "text": "Long black coat, white shirt, black zip-pocket trousers, gray sneakers.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "6afb5f86-f96e-4402-9d03-da86d558cbfc", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a below-knee outer layer.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "35_8bratUnVW98:stale_preference:001:0bc130b0", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the model wears a long black coat and the LOOK14 title card appears, now that you have moved from a consistently warm climate to one with variable seasons, tell me which of all the outfits shown so far suits you best?", "historical_preference": "I prefer a cropped outer layer.\nLiving in a consistently warm climate led me to prefer cropped outer layers; I have moved to a climate with more variable seasons.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 128.133, "original_segment_end_s": 239.967, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000035/evidence/turn_000002/option_001.jpg", "cases/UPC_000035/evidence/turn_000002/option_002.jpg", "cases/UPC_000035/evidence/turn_000002/option_003.jpg", "cases/UPC_000035/evidence/turn_000002/option_004.jpg", "cases/UPC_000035/evidence/turn_000002/option_005.jpg", "cases/UPC_000035/evidence/turn_000002/option_006.jpg", "cases/UPC_000035/evidence/turn_000002/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当模特穿着黑色长风衣、画面出现 LOOK14 字幕卡时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "黑色长风衣+工装裤" }, "wrong_answer": { "text": "紫色抹胸叠穿+黑裤" }, "answer_options": [ { "id": "c46d72ee-e8e0-4948-b140-9857e4d2a532", "text": "紫色抹胸叠穿+黑裤", "image_filename": "35_8bratUnVW98_t134.6s_紫色抹胸叠穿+黑裤.jpg" }, { "id": "2b5985fb-635f-41de-a029-a1771781e866", "text": "灰色长开衫+黑裤", "image_filename": "35_8bratUnVW98_t151.6s_灰色长开衫+黑裤.jpg" }, { "id": "e1c45208-9b6e-45bd-8e85-3ff30980d0d6", "text": "白衬衫+白长裤", "image_filename": "35_8bratUnVW98_t159.6s_白衬衫+白长裤.jpg" }, { "id": "eb117ce7-5598-411a-a383-baf4150e5d63", "text": "黑卫衣+灰运动裤", "image_filename": "35_8bratUnVW98_t178.6s_黑卫衣+灰运动裤.jpg" }, { "id": "edacfcdc-a403-4e5d-a05a-2e8f80006b91", "text": "黑渔夫帽+黑工装裤", "image_filename": "35_8bratUnVW98_t198.6s_黑渔夫帽+黑工装裤.jpg" }, { "id": "8e950a24-78ec-4d33-8130-a698235e1dd9", "text": "浅蓝牛仔外套+工装裤", "image_filename": "35_8bratUnVW98_t218.6s_浅蓝牛仔外套+工装裤.jpg" }, { "id": "6afb5f86-f96e-4402-9d03-da86d558cbfc", "text": "黑色长风衣+工装裤", "image_filename": "35_8bratUnVW98_t231.6s_黑色长风衣+工装裤.jpg" } ] } }, "preference_change_context": { "past_context": "Living in a consistently warm climate led me to prefer cropped outer layers.", "current_context": "I have moved to a climate with more variable seasons.", "why_old_basis_expired": "The consistently warm conditions behind my cropped-layer preference no longer apply." }, "affected_old_preference": "I prefer a cropped outer layer.", "new_preference": "I prefer a below-knee outer layer.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "G" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "trouser color", "expected_user_reply": "I prefer black trousers.", "matching_answer_labels": [ "A", "B", "E", "F", "G" ] }, { "label": "B", "feature": "footwear style", "expected_user_reply": "I prefer sneakers.", "matching_answer_labels": [ "A", "C", "D", "F", "G" ] }, { "label": "C", "feature": "overall color palette", "expected_user_reply": "I prefer a black, white, and gray palette.", "matching_answer_labels": [ "B", "D", "E", "G" ] }, { "label": "D", "feature": "zippered thigh pockets", "expected_user_reply": "I prefer visible zippered thigh pockets.", "matching_answer_labels": [ "E", "F", "G" ] }, { "label": "E", "feature": "headwear", "expected_user_reply": "I prefer no hat.", "matching_answer_labels": [ "A", "B", "C", "D", "F", "G" ] }, { "label": "F", "feature": "outer-layer length", "expected_user_reply": "I prefer a below-knee outer layer.", "matching_answer_labels": [ "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:27:57.958863+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862349+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the model wears a long black coat and the LOOK14 title card appears, now that you have moved from a consistently warm climate to one with variable seasons, tell me which of all the outfits shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000035_turn_000003", "query": { "text": "When the model wears a beige knitted pinafore dress and the LOOK20 title card appears, now that you no longer commute by bicycle and work in a nearby office, tell me which of all the outfits shown so far suits you best?", "language": "en" }, "query_time_s": 239.967, "time_range": { "start_s": 239.967, "end_s": 343.3 }, "windows": { "waiting": null, "asking": { "start_s": 239.967, "end_s": 321.0, "start_frame": 7199, "end_frame": 9630 }, "answering": { "start_s": 321.0, "end_s": 340.3, "start_frame": 9630, "end_frame": 10209 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What color do you currently prefer for the outfit's top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What sleeve length do you currently prefer for your main top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which bottom style do you currently prefer: trousers, straight, pleated, or mini?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What hem length do you currently prefer for your bottom garment?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer open-toe slides or lace-up sneakers?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What collar shape do you currently prefer on your shirt?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "5ebbdeba-dda3-4f91-a27e-23e52dfa2209", "text": "Brown-and-white striped sweater with gray cropped trousers and sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "0b069c69-1186-4502-bbae-40bad1159533", "text": "White collared blouse with black straight midi skirt and black slides.", "entity_ids": [], "target_view_id": null }, { "option_id": "a097ec9f-028a-4e45-913c-0ac1f8ba5ef5", "text": "White collared blouse with mint pleated midi skirt and sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "fc4ee7d6-abf7-4d0d-98ad-1d3823131487", "text": "White blouse with multicolored vertically striped pleated midi skirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "c39eb592-4f16-4919-b374-1361d778f8b1", "text": "White collared blouse with reflective silver mini skirt and heeled sandals.", "entity_ids": [], "target_view_id": null }, { "option_id": "4d6c35fe-a2aa-4194-b681-dad0cd5dd828", "text": "Beige patterned knitted pinafore mini dress over a white blouse.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "0b069c69-1186-4502-bbae-40bad1159533", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a straight midi skirt.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "35_8bratUnVW98:stale_preference:002:a0813b83", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the model wears a beige knitted pinafore dress and the LOOK20 title card appears, now that you no longer commute by bicycle and work in a nearby office, tell me which of all the outfits shown so far suits you best?", "historical_preference": "I previously preferred trousers.\nI commuted by bicycle and favored trousers for that routine; I no longer commute by bicycle and work in a nearby office.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 239.967, "original_segment_end_s": 343.3, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000035/evidence/turn_000003/option_001.jpg", "cases/UPC_000035/evidence/turn_000003/option_002.jpg", "cases/UPC_000035/evidence/turn_000003/option_003.jpg", "cases/UPC_000035/evidence/turn_000003/option_004.jpg", "cases/UPC_000035/evidence/turn_000003/option_005.jpg", "cases/UPC_000035/evidence/turn_000003/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当模特穿着米色针织背心裙、画面出现 LOOK20 字幕卡时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "黑色半身长裙" }, "wrong_answer": { "text": "条纹毛衣+浅色长裤" }, "answer_options": [ { "id": "5ebbdeba-dda3-4f91-a27e-23e52dfa2209", "text": "条纹毛衣+浅色长裤", "image_filename": "35_8bratUnVW98_t246.6s_条纹毛衣+浅色长裤.jpg" }, { "id": "0b069c69-1186-4502-bbae-40bad1159533", "text": "黑色半身长裙", "image_filename": "35_8bratUnVW98_t260.6s_黑色半身长裙.jpg" }, { "id": "a097ec9f-028a-4e45-913c-0ac1f8ba5ef5", "text": "薄荷绿百褶中长裙", "image_filename": "35_8bratUnVW98_t276.6s_薄荷绿百褶中长裙.jpg" }, { "id": "fc4ee7d6-abf7-4d0d-98ad-1d3823131487", "text": "红白条纹长裙", "image_filename": "35_8bratUnVW98_t299.6s_红白条纹长裙.jpg" }, { "id": "c39eb592-4f16-4919-b374-1361d778f8b1", "text": "银色金属迷你裙", "image_filename": "35_8bratUnVW98_t311.6s_银色金属迷你裙.jpg" }, { "id": "4d6c35fe-a2aa-4194-b681-dad0cd5dd828", "text": "米色针织背心裙", "image_filename": "35_8bratUnVW98_t326.6s_米色针织背心裙.jpg" } ] } }, "preference_change_context": { "past_context": "I commuted by bicycle and favored trousers for that routine.", "current_context": "I no longer commute by bicycle and work in a nearby office.", "why_old_basis_expired": "The bicycle commute that supported my trousers preference has ended." }, "affected_old_preference": "I previously preferred trousers.", "new_preference": "I now prefer a straight midi skirt.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "B" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "top color", "expected_user_reply": "I prefer a white top.", "matching_answer_labels": [ "B", "C", "D", "E", "F" ] }, { "label": "B", "feature": "sleeve length", "expected_user_reply": "I prefer long sleeves.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "C", "feature": "bottom style", "expected_user_reply": "I now prefer a straight midi skirt.", "matching_answer_labels": [ "B" ] }, { "label": "D", "feature": "bottom hem length", "expected_user_reply": "I prefer a calf-length hem.", "matching_answer_labels": [ "B", "C", "D" ] }, { "label": "E", "feature": "footwear style", "expected_user_reply": "I prefer open-toe slides.", "matching_answer_labels": [ "B", "D" ] }, { "label": "F", "feature": "shirt collar shape", "expected_user_reply": "I prefer a pointed shirt collar.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:27:59.279501+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862353+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the model wears a beige knitted pinafore dress and the LOOK20 title card appears, now that you no longer commute by bicycle and work in a nearby office, tell me which of all the outfits shown so far suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/35_8bratUnVW98/35_8bratUnVW98.mp4", "duration_s": 343.433333, "width": 1920, "height": 1080, "fps": { "num": 30, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000036", "source": { "dataset": "YouTube", "video_id": "36_3TwmF8A6CQ4", "filename": "36_3TwmF8A6CQ4.mp4", "url": null, "input_filename": "36_3TwmF8A6CQ4.mp4" }, "media": { "uri": "cases/UPC_000036/video.mp4", "duration_s": 702.283333, "width": 1920, "height": 1080, "frame_count": 42396, "fps": { "num": 60, "den": 1, "value": 60.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000036_turn_000001", "query": { "text": "When the screen cuts to the model holding up a white long-sleeved top and “V-SHAPED TOPS” appears, now that you have moved from a formal office to a casual creative workplace, tell me which of all the outfits shown currently suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 224.6 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 196.6, "start_frame": 0, "end_frame": 11796 }, "answering": { "start_s": 196.6, "end_s": 201.633, "start_frame": 11796, "end_frame": 12098 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What top color do you currently prefer for this outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What footwear style do you currently prefer with this skirt?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What skirt material appearance do you currently prefer for this outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What bag color do you currently prefer with the outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What top sleeve length do you currently prefer for this look?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer visible eyewear as part of the styling?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "3c8384e9-866b-410f-a9b8-cd1a850173b6", "text": "Dark teal short-sleeve blouse, light denim mini skirt, black loafers.", "entity_ids": [], "target_view_id": null }, { "option_id": "c3c5a8cc-c243-4edf-8c13-fa23bce79cb9", "text": "Black sleeveless top, light denim mini skirt, black knee-high boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "bd4fb28e-671f-47c1-84ae-d6d4a9ffe106", "text": "Black cutout long-sleeve top, light denim mini skirt, high-top sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "8acdaf7d-31fb-472e-abe9-e30b50bc8afc", "text": "White ribbed short-sleeve top, light denim mini skirt, white strappy heels.", "entity_ids": [], "target_view_id": null }, { "option_id": "41532372-086d-4c12-88ba-72855a67898d", "text": "Black sleeveless turtleneck, light denim mini skirt, blue pointed heels.", "entity_ids": [], "target_view_id": null }, { "option_id": "c6bc5f75-33ff-4198-9e5a-6757dee0f6fe", "text": "White long-sleeve pointed-hem top, light denim mini skirt, white tall boots.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "bd4fb28e-671f-47c1-84ae-d6d4a9ffe106", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer high-top sneakers.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "36_3TwmF8A6CQ4:stale_preference:000:dddec59f", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the screen cuts to the model holding up a white long-sleeved top and “V-SHAPED TOPS” appears, now that you have moved from a formal office to a casual creative workplace, tell me which of all the outfits shown currently suits you best?", "historical_preference": "I prefer loafers.\nMy former formal office dress code required loafers; I have moved to a casual creative workplace.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 224.6, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000036/evidence/turn_000001/option_001.jpg", "cases/UPC_000036/evidence/turn_000001/option_002.jpg", "cases/UPC_000036/evidence/turn_000001/option_003.jpg", "cases/UPC_000036/evidence/turn_000001/option_004.jpg", "cases/UPC_000036/evidence/turn_000001/option_005.jpg", "cases/UPC_000036/evidence/turn_000001/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到模特双手举起白色长袖上衣、出现 V-SHAPED TOPS 字幕时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "3号黑长袖匡威套装" }, "wrong_answer": { "text": "1号绿衬衫套装" }, "answer_options": [ { "id": "3c8384e9-866b-410f-a9b8-cd1a850173b6", "text": "1号绿衬衫套装", "image_filename": "36_3TwmF8A6CQ4_t27.6s_1号绿衬衫套装.jpg" }, { "id": "c3c5a8cc-c243-4edf-8c13-fa23bce79cb9", "text": "2号黑背心长靴套装", "image_filename": "36_3TwmF8A6CQ4_t61.6s_2号黑背心长靴套装.jpg" }, { "id": "bd4fb28e-671f-47c1-84ae-d6d4a9ffe106", "text": "3号黑长袖匡威套装", "image_filename": "36_3TwmF8A6CQ4_t93.6s_3号黑长袖匡威套装.jpg" }, { "id": "8acdaf7d-31fb-472e-abe9-e30b50bc8afc", "text": "4号白高领无袖套装", "image_filename": "36_3TwmF8A6CQ4_t141.6s_4号白高领无袖套装.jpg" }, { "id": "41532372-086d-4c12-88ba-72855a67898d", "text": "5号黑高领蓝跟鞋套装", "image_filename": "36_3TwmF8A6CQ4_t172.6s_5号黑高领蓝跟鞋套装.jpg" }, { "id": "c6bc5f75-33ff-4198-9e5a-6757dee0f6fe", "text": "6号白长袖露背套装", "image_filename": "36_3TwmF8A6CQ4_t211.6s_6号白长袖露背套装.jpg" } ] } }, "preference_change_context": { "past_context": "My former formal office dress code required loafers.", "current_context": "I have moved to a casual creative workplace.", "why_old_basis_expired": "The new workplace no longer requires the footwear style mandated by my former office." }, "affected_old_preference": "I prefer loafers.", "new_preference": "I prefer high-top sneakers.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "top color", "expected_user_reply": "I prefer black tops.", "matching_answer_labels": [ "B", "C", "E" ] }, { "label": "B", "feature": "footwear style", "expected_user_reply": "I prefer high-top sneakers.", "matching_answer_labels": [ "C" ] }, { "label": "C", "feature": "skirt material appearance", "expected_user_reply": "I prefer denim-appearance skirts.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "D", "feature": "bag color", "expected_user_reply": "I prefer black bags.", "matching_answer_labels": [ "A", "C", "E" ] }, { "label": "E", "feature": "top sleeve length", "expected_user_reply": "I prefer long-sleeved tops.", "matching_answer_labels": [ "C", "F" ] }, { "label": "F", "feature": "visible eyewear", "expected_user_reply": "I prefer no visible eyewear.", "matching_answer_labels": [ "B", "C", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:28:00.126237+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862362+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the screen cuts to the model holding up a white long-sleeved top and “V-SHAPED TOPS” appears, now that you have moved from a formal office to a casual creative workplace, tell me which of all the outfits shown currently suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000036_turn_000002", "query": { "text": "When the OUTFIT NO.13 caption appears and the model raises both hands to display a gray checked vest, now that your new workplace has no neckline-detail dress code, tell me which of all the outfits shown so far suits you best?", "language": "en" }, "query_time_s": 224.6, "time_range": { "start_s": 224.6, "end_s": 461.733 }, "windows": { "waiting": null, "asking": { "start_s": 224.6, "end_s": 430.033, "start_frame": 13476, "end_frame": 25802 }, "answering": { "start_s": 430.033, "end_s": 435.267, "start_frame": 25802, "end_frame": 26116 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What sleeve length do you currently prefer for your top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which denim skirt wash do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What type of eyewear do you currently prefer with the outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "How do you currently prefer the bag to be worn?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What front detailing do you currently prefer on your top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "How much midriff exposure do you currently prefer in a top?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_e", "correct_option_ids": [ "ask_e" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "5e1bb2a6-7f81-4fd9-83b8-77b576972a63", "text": "Black draped halter top, light denim miniskirt, sunglasses, and strappy heels.", "entity_ids": [], "target_view_id": null }, { "option_id": "400bbc58-0bcf-4d01-96d7-3c5e40f0f326", "text": "Oversized white graphic T-shirt, denim miniskirt, white cap, and sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "0f219797-cb18-4640-a178-22a38bce6eaa", "text": "Black quarter-zip pullover, denim miniskirt, headphones, crossbody bag, and boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "15a10729-fe4c-40b6-ae2b-dbb24461c450", "text": "Sheer floral puff-sleeve top, denim miniskirt, white bag, and sandals.", "entity_ids": [], "target_view_id": null }, { "option_id": "8d13d42d-1e4d-4c6f-8c49-b0fc8a007213", "text": "Red ruffled halter top, denim miniskirt, dark sunglasses, and shoulder bag.", "entity_ids": [], "target_view_id": null }, { "option_id": "242f1723-3beb-4790-a1c8-52d2a55d5286", "text": "Blue cutout tie-front top with puff sleeves and denim miniskirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "eb894aea-da61-4241-8ea8-8df2b1c62eec", "text": "Gray checked vest, denim miniskirt, blue sunglasses, backpack, and sneakers.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "8d13d42d-1e4d-4c6f-8c49-b0fc8a007213", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer ruffled front detailing.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "36_3TwmF8A6CQ4:stale_preference:001:3163e66c", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the OUTFIT NO.13 caption appears and the model raises both hands to display a gray checked vest, now that your new workplace has no neckline-detail dress code, tell me which of all the outfits shown so far suits you best?", "historical_preference": "I prefer a draped neckline.\nMy former workplace required understated neckline detailing; My new workplace has no neckline-detail dress code.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 224.6, "original_segment_end_s": 461.733, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000036/evidence/turn_000002/option_001.jpg", "cases/UPC_000036/evidence/turn_000002/option_002.jpg", "cases/UPC_000036/evidence/turn_000002/option_003.jpg", "cases/UPC_000036/evidence/turn_000002/option_004.jpg", "cases/UPC_000036/evidence/turn_000002/option_005.jpg", "cases/UPC_000036/evidence/turn_000002/option_006.jpg", "cases/UPC_000036/evidence/turn_000002/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现 OUTFIT NO.13 字幕、模特双手举起灰色格纹马甲展示时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "11号红色系带上衣套装" }, "wrong_answer": { "text": "7号黑垂领吊带套装" }, "answer_options": [ { "id": "5e1bb2a6-7f81-4fd9-83b8-77b576972a63", "text": "7号黑垂领吊带套装", "image_filename": "36_3TwmF8A6CQ4_t238.6s_7号黑垂领吊带套装.jpg" }, { "id": "400bbc58-0bcf-4d01-96d7-3c5e40f0f326", "text": "8号白色宽松T恤套装", "image_filename": "36_3TwmF8A6CQ4_t269.6s_8号白色宽松T恤套装.jpg" }, { "id": "0f219797-cb18-4640-a178-22a38bce6eaa", "text": "9号黑半拉链抓绒套装", "image_filename": "36_3TwmF8A6CQ4_t301.6s_9号黑半拉链抓绒套装.jpg" }, { "id": "15a10729-fe4c-40b6-ae2b-dbb24461c450", "text": "10号印花泡泡袖套装", "image_filename": "36_3TwmF8A6CQ4_t344.6s_10号印花泡泡袖套装.jpg" }, { "id": "8d13d42d-1e4d-4c6f-8c49-b0fc8a007213", "text": "11号红色系带上衣套装", "image_filename": "36_3TwmF8A6CQ4_t382.6s_11号红色系带上衣套装.jpg" }, { "id": "242f1723-3beb-4790-a1c8-52d2a55d5286", "text": "12号宝蓝泡泡袖套装", "image_filename": "36_3TwmF8A6CQ4_t419.6s_12号宝蓝泡泡袖套装.jpg" }, { "id": "eb894aea-da61-4241-8ea8-8df2b1c62eec", "text": "13号灰格纹马甲套装", "image_filename": "36_3TwmF8A6CQ4_t449.6s_13号灰格纹马甲套装.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace required understated neckline detailing.", "current_context": "My new workplace has no neckline-detail dress code.", "why_old_basis_expired": "The former restriction no longer applies at my new workplace." }, "affected_old_preference": "I prefer a draped neckline.", "new_preference": "I prefer ruffled front detailing.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "top sleeve length", "expected_user_reply": "I prefer a sleeveless top.", "matching_answer_labels": [ "A", "E", "G" ] }, { "label": "B", "feature": "denim skirt wash", "expected_user_reply": "I prefer a light blue wash.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "C", "feature": "eyewear type", "expected_user_reply": "I prefer sunglasses.", "matching_answer_labels": [ "A", "E", "G" ] }, { "label": "D", "feature": "bag wearing style", "expected_user_reply": "I prefer it worn over one shoulder.", "matching_answer_labels": [ "A", "D", "E", "F" ] }, { "label": "E", "feature": "top front detailing", "expected_user_reply": "I prefer ruffled front detailing.", "matching_answer_labels": [ "E" ] }, { "label": "F", "feature": "midriff exposure", "expected_user_reply": "I prefer a midriff-baring top.", "matching_answer_labels": [ "D", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:28:09.799474+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862366+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the OUTFIT NO.13 caption appears and the model raises both hands to display a gray checked vest, now that your new workplace has no neckline-detail dress code, tell me which of all the outfits shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000036_turn_000003", "query": { "text": "When the “OUTFIT NO.20” caption appears and the model raises a white shirt with both hands, now that your new workplace permits any outerwear material, tell me which of all the outfits shown currently suits you best?", "language": "en" }, "query_time_s": 461.733, "time_range": { "start_s": 461.733, "end_s": 702.2 }, "windows": { "waiting": null, "asking": { "start_s": 461.733, "end_s": 693.6, "start_frame": 27704, "end_frame": 41616 }, "answering": { "start_s": 693.6, "end_s": 699.2, "start_frame": 41616, "end_frame": 41952 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer a denim skirt or denim shorts?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which outerwear material do you currently prefer: denim, leather-look, or plaid?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer including a cap with your outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer visible eyewear as part of your outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which footwear color do you currently prefer: dark, white, or blue?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer carrying a visible bag with your outfit?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "11a36fec-8eac-45ca-89e0-c90ba5c12530", "text": "Light-blue cropped denim jacket, blue crop top, and denim shorts.", "entity_ids": [], "target_view_id": null }, { "option_id": "53da3199-1214-4364-949a-8dd7fdfc5394", "text": "One-shoulder denim top, light denim shorts, and white knee boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "f1659879-d6dc-4682-bd9b-f75a331dc405", "text": "Brown blazer, white tube top, denim skirt, and black shoes.", "entity_ids": [], "target_view_id": null }, { "option_id": "ebf44166-7d63-4f48-a042-68ded87e6c00", "text": "Brown leather-look jacket, brown crop top, denim skirt, and strappy sandals.", "entity_ids": [], "target_view_id": null }, { "option_id": "d565b9fb-301c-4137-bf2d-852c6e624bf4", "text": "Split-plaid overshirt, white top, denim skirt, cap, and headphones.", "entity_ids": [], "target_view_id": null }, { "option_id": "e9caac1a-d17e-4aa1-89f6-be00969a5e57", "text": "Black leather-look biker jacket, denim skirt, headphones, and white sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "3132c48e-42d4-43be-bdb2-2393e0dc5873", "text": "Cropped white collared shirt, denim skirt, black belt, and white socks.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ebf44166-7d63-4f48-a042-68ded87e6c00", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer brown leather-look outerwear.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "36_3TwmF8A6CQ4:stale_preference:002:0c9d6073", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the “OUTFIT NO.20” caption appears and the model raises a white shirt with both hands, now that your new workplace permits any outerwear material, tell me which of all the outfits shown currently suits you best?", "historical_preference": "I needed denim outerwear.\nMy former workplace required denim outerwear; My new workplace permits any outerwear material.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 461.733, "original_segment_end_s": 702.2, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000036/evidence/turn_000003/option_001.jpg", "cases/UPC_000036/evidence/turn_000003/option_002.jpg", "cases/UPC_000036/evidence/turn_000003/option_003.jpg", "cases/UPC_000036/evidence/turn_000003/option_004.jpg", "cases/UPC_000036/evidence/turn_000003/option_005.jpg", "cases/UPC_000036/evidence/turn_000003/option_006.jpg", "cases/UPC_000036/evidence/turn_000003/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现 OUTFIT NO.20 字幕、模特双手举起白色衬衫展示时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "17号棕皮夹克套装" }, "wrong_answer": { "text": "14号牛仔抹胸外套套装" }, "answer_options": [ { "id": "11a36fec-8eac-45ca-89e0-c90ba5c12530", "text": "14号牛仔抹胸外套套装", "image_filename": "36_3TwmF8A6CQ4_t480.6s_14号牛仔抹胸外套套装.jpg" }, { "id": "53da3199-1214-4364-949a-8dd7fdfc5394", "text": "15号牛仔单肩裙套装", "image_filename": "36_3TwmF8A6CQ4_t518.6s_15号牛仔单肩裙套装.jpg" }, { "id": "f1659879-d6dc-4682-bd9b-f75a331dc405", "text": "16号灰西装外套套装", "image_filename": "36_3TwmF8A6CQ4_t556.6s_16号灰西装外套套装.jpg" }, { "id": "ebf44166-7d63-4f48-a042-68ded87e6c00", "text": "17号棕皮夹克套装", "image_filename": "36_3TwmF8A6CQ4_t599.6s_17号棕皮夹克套装.jpg" }, { "id": "d565b9fb-301c-4137-bf2d-852c6e624bf4", "text": "18号格纹衬衫外套套装", "image_filename": "36_3TwmF8A6CQ4_t633.6s_18号格纹衬衫外套套装.jpg" }, { "id": "e9caac1a-d17e-4aa1-89f6-be00969a5e57", "text": "19号黑皮机车夹克套装", "image_filename": "36_3TwmF8A6CQ4_t678.6s_19号黑皮机车夹克套装.jpg" }, { "id": "3132c48e-42d4-43be-bdb2-2393e0dc5873", "text": "20号白衬衫套装", "image_filename": "36_3TwmF8A6CQ4_t697.1s_20号白衬衫套装.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace required denim outerwear.", "current_context": "My new workplace permits any outerwear material.", "why_old_basis_expired": "The former denim requirement no longer applies at my new workplace." }, "affected_old_preference": "I needed denim outerwear.", "new_preference": "I prefer brown leather-look outerwear.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "lower garment type", "expected_user_reply": "I prefer a denim skirt.", "matching_answer_labels": [ "C", "D", "E", "F", "G" ] }, { "label": "B", "feature": "outerwear material", "expected_user_reply": "I prefer brown leather-look outerwear.", "matching_answer_labels": [ "D" ] }, { "label": "C", "feature": "cap inclusion", "expected_user_reply": "I prefer no cap.", "matching_answer_labels": [ "A", "B", "C", "D", "F", "G" ] }, { "label": "D", "feature": "visible eyewear", "expected_user_reply": "I prefer visible eyewear.", "matching_answer_labels": [ "C", "D", "F" ] }, { "label": "E", "feature": "footwear color", "expected_user_reply": "I prefer dark footwear.", "matching_answer_labels": [ "C", "D", "E" ] }, { "label": "F", "feature": "visible bag", "expected_user_reply": "I prefer carrying a visible bag.", "matching_answer_labels": [ "B", "C", "D", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:28:00.813648+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862370+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the “OUTFIT NO.20” caption appears and the model raises a white shirt with both hands, now that your new workplace permits any outerwear material, tell me which of all the outfits shown currently suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/36_3TwmF8A6CQ4/36_3TwmF8A6CQ4.mp4", "duration_s": 702.283333, "width": 1920, "height": 1080, "fps": { "num": 60, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000037", "source": { "dataset": "YouTube", "video_id": "37_F_s38gpwHUo", "filename": "37_F_s38gpwHUo.mp4", "url": null, "input_filename": "37_F_s38gpwHUo.mp4" }, "media": { "uri": "cases/UPC_000037/video.mp4", "duration_s": 333.5332, "width": 1920, "height": 1080, "frame_count": 10109, "fps": { "num": 30000, "den": 1001, "value": 29.97002997002997 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000037_turn_000001", "query": { "text": "When the subtitle \"6 - beachy chic\" appears on the right side of the screen, now that you work from home instead of walking to the office, tell me which of all the outfits shown so far best suits you?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 92.326 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 84.618, "start_frame": 0, "end_frame": 2536 }, "answering": { "start_s": 84.618, "end_s": 89.823, "start_frame": 2536, "end_frame": 2692 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What trouser color do you currently prefer for this outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What eyewear style do you currently prefer with this outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What bag-carrying style do you currently prefer with your outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer wearing a jacket with this outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What upper-garment pattern do you currently prefer in this outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What footwear style do you currently prefer with these white trousers?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "4433f7c9-0757-417a-8d31-a18fdb5760db", "text": "Black tank, white cuffed pants, black sandals, sunglasses, and shoulder bag.", "entity_ids": [], "target_view_id": null }, { "option_id": "9fc984a6-2516-40ca-a4a3-113b78c0ebcd", "text": "Black tank, white cuffed pants, leopard belt, black pumps, beige clutch.", "entity_ids": [], "target_view_id": null }, { "option_id": "36764024-6225-4d70-8942-34e42ac0fbe9", "text": "Black blazer and tank, white cuffed pants, leopard belt, black pumps.", "entity_ids": [], "target_view_id": null }, { "option_id": "4e1b257e-5f6b-467f-8650-d1c5e3498577", "text": "Knotted black tank, white pants, white sneakers, cap, green crossbody bag.", "entity_ids": [], "target_view_id": null }, { "option_id": "7b004bac-35a7-4cc5-b8fe-a60273210933", "text": "Floral strapless scarf-style top, white pants, red platform heels, woven handbag.", "entity_ids": [], "target_view_id": null }, { "option_id": "d6d221d0-5e70-43dd-bf84-b92d0bf7ca93", "text": "Blue denim jacket, black top, white cuffed pants, white sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "823e36c5-d322-4813-be29-fbfa18ee100b", "text": "Striped button-up, white top and pants, patterned flats, woven shoulder bag.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "7b004bac-35a7-4cc5-b8fe-a60273210933", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer red platform heels.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "37_F_s38gpwHUo:stale_preference:000:539bc881", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the subtitle \"6 - beachy chic\" appears on the right side of the screen, now that you work from home instead of walking to the office, tell me which of all the outfits shown so far best suits you?", "historical_preference": "I prefer black flat strappy sandals.\nI previously walked to the office and prioritized low, flat footwear; I now work from home instead of walking to the office.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 92.326, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000037/evidence/turn_000001/option_001.jpg", "cases/UPC_000037/evidence/turn_000001/option_002.jpg", "cases/UPC_000037/evidence/turn_000001/option_003.jpg", "cases/UPC_000037/evidence/turn_000001/option_004.jpg", "cases/UPC_000037/evidence/turn_000001/option_005.jpg", "cases/UPC_000037/evidence/turn_000001/option_006.jpg", "cases/UPC_000037/evidence/turn_000001/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面右侧出现字幕 \"6 - beachy chic\" 时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "印花吊带配藤编圆包" }, "wrong_answer": { "text": "黑背心配棕色凉鞋" }, "answer_options": [ { "id": "4433f7c9-0757-417a-8d31-a18fdb5760db", "text": "黑背心配棕色凉鞋", "image_filename": "37_F_s38gpwHUo_t6.1s_黑背心配棕色凉鞋.jpg" }, { "id": "9fc984a6-2516-40ca-a4a3-113b78c0ebcd", "text": "皮带黑高跟配手拿包", "image_filename": "37_F_s38gpwHUo_t22.1s_皮带黑高跟配手拿包.jpg" }, { "id": "36764024-6225-4d70-8942-34e42ac0fbe9", "text": "黑色西装外套", "image_filename": "37_F_s38gpwHUo_t30.1s_黑色西装外套.jpg" }, { "id": "4e1b257e-5f6b-467f-8650-d1c5e3498577", "text": "街头风白帽配腰包", "image_filename": "37_F_s38gpwHUo_t43.1s_街头风白帽配腰包.jpg" }, { "id": "7b004bac-35a7-4cc5-b8fe-a60273210933", "text": "印花吊带配藤编圆包", "image_filename": "37_F_s38gpwHUo_t56.1s_印花吊带配藤编圆包.jpg" }, { "id": "d6d221d0-5e70-43dd-bf84-b92d0bf7ca93", "text": "黑T恤配牛仔外套", "image_filename": "37_F_s38gpwHUo_t73.1s_黑T恤配牛仔外套.jpg" }, { "id": "823e36c5-d322-4813-be29-fbfa18ee100b", "text": "白条纹衬衫叠白背心", "image_filename": "37_F_s38gpwHUo_t86.1s_白条纹衬衫叠白背心.jpg" } ] } }, "preference_change_context": { "past_context": "I previously walked to the office and prioritized low, flat footwear.", "current_context": "I now work from home instead of walking to the office.", "why_old_basis_expired": "My former walking commute no longer justifies automatically reusing my flat-footwear preference." }, "affected_old_preference": "I prefer black flat strappy sandals.", "new_preference": "I prefer red platform heels.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "trouser color", "expected_user_reply": "I prefer white trousers.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "B", "feature": "eyewear style", "expected_user_reply": "I prefer dark sunglasses.", "matching_answer_labels": [ "A", "E" ] }, { "label": "C", "feature": "bag-carrying style", "expected_user_reply": "I prefer a bag carried by hand.", "matching_answer_labels": [ "B", "C", "E" ] }, { "label": "D", "feature": "jacket presence", "expected_user_reply": "I prefer no jacket.", "matching_answer_labels": [ "A", "B", "D", "E", "G" ] }, { "label": "E", "feature": "upper-garment pattern", "expected_user_reply": "I prefer a visibly patterned upper garment.", "matching_answer_labels": [ "E", "G" ] }, { "label": "F", "feature": "footwear style", "expected_user_reply": "I prefer red platform heels.", "matching_answer_labels": [ "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:28:18.374554+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862374+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the subtitle \"6 - beachy chic\" appears on the right side of the screen, now that you work from home instead of walking to the office, tell me which of all the outfits shown so far best suits you?", "language": "en" } } } }, { "turn_id": "UPC_000037_turn_000002", "query": { "text": "When she first appears wearing a navy-and-white striped crewneck sweater, now that you work in a studio without your former longline-top dress rule, tell me which currently shown outfit suits you best?", "language": "en" }, "query_time_s": 92.326, "time_range": { "start_s": 92.326, "end_s": 202.235 }, "windows": { "waiting": null, "asking": { "start_s": 92.326, "end_s": 193.627, "start_frame": 2767, "end_frame": 5803 }, "answering": { "start_s": 193.627, "end_s": 202.235, "start_frame": 5803, "end_frame": 6061 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What trouser color do you currently prefer for this outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What top silhouette do you currently prefer: longline, tailored, or draped?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What shoe color do you currently prefer with white trousers?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What sleeve length do you currently prefer for the top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer carrying a visible handheld bag?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer a visible accessory around the neck?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "a60b457a-8c28-4ce2-b4e7-90ba7a3fe92c", "text": "Navy floral longline shirt, white pants, silver heels, and white clutch.", "entity_ids": [], "target_view_id": null }, { "option_id": "f1e10f0a-ffa8-438f-9a40-e6292fbb554b", "text": "Beige blazer, striped top, white pants, nude heels, plaid scarf.", "entity_ids": [], "target_view_id": null }, { "option_id": "d3147e8a-a068-44b8-a9fc-a9cd843ec14e", "text": "Light-blue draped blouse, neck scarf, white pants, and silver flats.", "entity_ids": [], "target_view_id": null }, { "option_id": "b10cb41d-1bff-471c-adb8-68f02ced0b2a", "text": "White button-up shirt and pants, brown loafers, and tan clutch.", "entity_ids": [], "target_view_id": null }, { "option_id": "78d6d10d-beea-49ff-821a-751056c5ab51", "text": "Black double-breasted blazer, white shirt and pants, black heels.", "entity_ids": [], "target_view_id": null }, { "option_id": "2be58758-b2bf-4585-9ca1-c37c8aefb2cb", "text": "Patterned cropped jacket, striped tunic, white pants, and beige heels.", "entity_ids": [], "target_view_id": null }, { "option_id": "7319c121-fdd6-4da5-b2e8-5568b016f890", "text": "Navy-and-white striped crewneck sweater, white pants, and brown loafers.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "d3147e8a-a068-44b8-a9fc-a9cd843ec14e", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a tucked draped blouse.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "37_F_s38gpwHUo:stale_preference:001:c2a4c48a", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When she first appears wearing a navy-and-white striped crewneck sweater, now that you work in a studio without your former longline-top dress rule, tell me which currently shown outfit suits you best?", "historical_preference": "I preferred a longline outer-top silhouette.\nMy former client-facing office required a longline outer-top silhouette; I now work in a studio without my former longline-top dress rule.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 92.326, "original_segment_end_s": 202.235, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000037/evidence/turn_000002/option_001.jpg", "cases/UPC_000037/evidence/turn_000002/option_002.jpg", "cases/UPC_000037/evidence/turn_000002/option_003.jpg", "cases/UPC_000037/evidence/turn_000002/option_004.jpg", "cases/UPC_000037/evidence/turn_000002/option_005.jpg", "cases/UPC_000037/evidence/turn_000002/option_006.jpg", "cases/UPC_000037/evidence/turn_000002/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当她首次穿着深蓝白条纹圆领毛衣出现在画面中时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "蓝衬衫配丝巾" }, "wrong_answer": { "text": "深蓝印花长衫" }, "answer_options": [ { "id": "a60b457a-8c28-4ce2-b4e7-90ba7a3fe92c", "text": "深蓝印花长衫", "image_filename": "37_F_s38gpwHUo_t103.1s_深蓝印花长衫.jpg" }, { "id": "f1e10f0a-ffa8-438f-9a40-e6292fbb554b", "text": "条纹背心配驼色西装", "image_filename": "37_F_s38gpwHUo_t120.1s_条纹背心配驼色西装.jpg" }, { "id": "d3147e8a-a068-44b8-a9fc-a9cd843ec14e", "text": "蓝衬衫配丝巾", "image_filename": "37_F_s38gpwHUo_t134.1s_蓝衬衫配丝巾.jpg" }, { "id": "b10cb41d-1bff-471c-adb8-68f02ced0b2a", "text": "白衬衫棕皮带乐福鞋", "image_filename": "37_F_s38gpwHUo_t153.1s_白衬衫棕皮带乐福鞋.jpg" }, { "id": "78d6d10d-beea-49ff-821a-751056c5ab51", "text": "黑礼服西装配墨镜", "image_filename": "37_F_s38gpwHUo_t168.1s_黑礼服西装配墨镜.jpg" }, { "id": "2be58758-b2bf-4585-9ca1-c37c8aefb2cb", "text": "长条纹衬衫叠佩斯利外套", "image_filename": "37_F_s38gpwHUo_t186.1s_长条纹衬衫叠佩斯利外套.jpg" }, { "id": "7319c121-fdd6-4da5-b2e8-5568b016f890", "text": "深蓝白条纹圆领毛衣", "image_filename": "37_F_s38gpwHUo_t198.1s_深蓝白条纹圆领毛衣.jpg" } ] } }, "preference_change_context": { "past_context": "My former client-facing office required a longline outer-top silhouette.", "current_context": "I now work in a studio without my former longline-top dress rule.", "why_old_basis_expired": "The workplace rule that supported my longline preference no longer applies." }, "affected_old_preference": "I preferred a longline outer-top silhouette.", "new_preference": "I prefer a tucked draped blouse.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "trouser color", "expected_user_reply": "I prefer white trousers.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "B", "feature": "top silhouette", "expected_user_reply": "I prefer a tucked draped blouse.", "matching_answer_labels": [ "C" ] }, { "label": "C", "feature": "shoe color", "expected_user_reply": "I prefer silver shoes.", "matching_answer_labels": [ "A", "C" ] }, { "label": "D", "feature": "sleeve length", "expected_user_reply": "I prefer sleeves ending around the elbow.", "matching_answer_labels": [ "C", "D" ] }, { "label": "E", "feature": "handheld bag presence", "expected_user_reply": "I prefer not carrying a handheld bag.", "matching_answer_labels": [ "C", "E", "G" ] }, { "label": "F", "feature": "visible neck accessory presence", "expected_user_reply": "I prefer a visible accessory around my neck.", "matching_answer_labels": [ "A", "B", "C", "D", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:28:28.842995+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862378+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When she first appears wearing a navy-and-white striped crewneck sweater, now that you work in a studio without your former longline-top dress rule, tell me which currently shown outfit suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000037_turn_000003", "query": { "text": "When she first appears on screen wearing a long leopard-print coat, now that you work in a casual studio with no required upper-body style, tell me which of all the outfits shown so far suits you best?", "language": "en" }, "query_time_s": 202.235, "time_range": { "start_s": 202.235, "end_s": 330.43 }, "windows": { "waiting": null, "asking": { "start_s": 202.235, "end_s": 323.223, "start_frame": 6061, "end_frame": 9687 }, "answering": { "start_s": 323.223, "end_s": 330.43, "start_frame": 9687, "end_frame": 9903 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What trouser color do you currently prefer for these outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What footwear coverage do you currently prefer with these looks?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which upper-body garment style do you currently prefer now?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What upper-body garment color do you currently prefer most?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What bag color do you currently prefer with your outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer including a visible scarf in your outfit?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "f5072410-165d-4d3e-9638-62466244da5a", "text": "Woman in black striped sweater, white trousers, and brown loafers.", "entity_ids": [], "target_view_id": null }, { "option_id": "716790fb-4586-480c-9adf-c74245dcf2b1", "text": "Woman in tan belted blazer, striped shirt, white trousers, and pumps.", "entity_ids": [], "target_view_id": null }, { "option_id": "55e4fc6f-ad2b-48f9-9a61-541b0f463ad4", "text": "Woman in white cable-knit sweater, white trousers, and metallic flats.", "entity_ids": [], "target_view_id": null }, { "option_id": "3ae2fc43-b932-44a8-ab11-bf3c49317f59", "text": "Woman in yellow turtleneck, white trousers, and red pumps.", "entity_ids": [], "target_view_id": null }, { "option_id": "d0103384-9f67-4bc0-8aca-db72aea2a5bb", "text": "Woman in gray top, oversized patterned scarf, white trousers, and lavender pumps.", "entity_ids": [], "target_view_id": null }, { "option_id": "2abb00e1-e300-4704-92cb-4c0742ebfb55", "text": "Woman in draped denim jacket, gray scarf, white trousers, and pumps.", "entity_ids": [], "target_view_id": null }, { "option_id": "559321e0-fa2a-4790-a01e-8ba758f25e32", "text": "Woman in olive utility jacket, white cap, black belt bag, and sneakers.", "entity_ids": [], "target_view_id": null }, { "option_id": "1035b9a0-7b9b-4f60-a727-8c5887382b91", "text": "Woman in black leather-look moto jacket, black top, white trousers, gray boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "ebd0f2d4-db88-4da9-8239-7d0b711e801f", "text": "Woman in ivory funnel-neck sweater, white trousers, and taupe boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "3d55568d-cc81-4e74-b49b-07e8f1bab9b0", "text": "Woman in long leopard-print coat, ivory sweater, white trousers, and boots.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "1035b9a0-7b9b-4f60-a727-8c5887382b91", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a leather-look jacket.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "37_F_s38gpwHUo:stale_preference:002:4f06c76d", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When she first appears on screen wearing a long leopard-print coat, now that you work in a casual studio with no required upper-body style, tell me which of all the outfits shown so far suits you best?", "historical_preference": "I preferred horizontally striped knit tops.\nMy former workplace uniform required horizontally striped knit tops; I now work in a casual studio with no required upper-body style.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 202.235, "original_segment_end_s": 330.43, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000037/evidence/turn_000003/option_001.jpg", "cases/UPC_000037/evidence/turn_000003/option_002.jpg", "cases/UPC_000037/evidence/turn_000003/option_003.jpg", "cases/UPC_000037/evidence/turn_000003/option_004.jpg", "cases/UPC_000037/evidence/turn_000003/option_005.jpg", "cases/UPC_000037/evidence/turn_000003/option_006.jpg", "cases/UPC_000037/evidence/turn_000003/option_007.jpg", "cases/UPC_000037/evidence/turn_000003/option_008.jpg", "cases/UPC_000037/evidence/turn_000003/option_009.jpg", "cases/UPC_000037/evidence/turn_000003/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当她首次穿着豹纹长外套出现在画面中时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "黑皮衣配短靴" }, "wrong_answer": { "text": "条纹毛衣叠白衬衫配格纹包" }, "answer_options": [ { "id": "f5072410-165d-4d3e-9638-62466244da5a", "text": "条纹毛衣叠白衬衫配格纹包", "image_filename": "37_F_s38gpwHUo_t209.1s_条纹毛衣叠白衬衫配格纹包.jpg" }, { "id": "716790fb-4586-480c-9adf-c74245dcf2b1", "text": "驼色西装配白腰带", "image_filename": "37_F_s38gpwHUo_t226.1s_驼色西装配白腰带.jpg" }, { "id": "55e4fc6f-ad2b-48f9-9a61-541b0f463ad4", "text": "白色镂空针织配藤编手袋", "image_filename": "37_F_s38gpwHUo_t238.1s_白色镂空针织配藤编手袋.jpg" }, { "id": "3ae2fc43-b932-44a8-ab11-bf3c49317f59", "text": "黄色上衣配红高跟", "image_filename": "37_F_s38gpwHUo_t253.1s_黄色上衣配红高跟.jpg" }, { "id": "d0103384-9f67-4bc0-8aca-db72aea2a5bb", "text": "灰色上衣配灰色围巾", "image_filename": "37_F_s38gpwHUo_t268.1s_灰色上衣配灰色围巾.jpg" }, { "id": "2abb00e1-e300-4704-92cb-4c0742ebfb55", "text": "牛仔外套叠围巾", "image_filename": "37_F_s38gpwHUo_t276.1s_牛仔外套叠围巾.jpg" }, { "id": "559321e0-fa2a-4790-a01e-8ba758f25e32", "text": "军绿工装夹克配白帽", "image_filename": "37_F_s38gpwHUo_t285.1s_军绿工装夹克配白帽.jpg" }, { "id": "1035b9a0-7b9b-4f60-a727-8c5887382b91", "text": "黑皮衣配短靴", "image_filename": "37_F_s38gpwHUo_t301.1s_黑皮衣配短靴.jpg" }, { "id": "ebd0f2d4-db88-4da9-8239-7d0b711e801f", "text": "米白高领毛衣", "image_filename": "37_F_s38gpwHUo_t312.1s_米白高领毛衣.jpg" }, { "id": "3d55568d-cc81-4e74-b49b-07e8f1bab9b0", "text": "豹纹长外套", "image_filename": "37_F_s38gpwHUo_t325.1s_豹纹长外套.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace uniform required horizontally striped knit tops.", "current_context": "I now work in a casual studio with no required upper-body style.", "why_old_basis_expired": "The former uniform requirement no longer applies in my current workplace." }, "affected_old_preference": "I preferred horizontally striped knit tops.", "new_preference": "I now prefer a leather-look jacket.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "H" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "trouser color", "expected_user_reply": "I prefer white trousers.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H", "I", "J" ] }, { "label": "B", "feature": "footwear coverage", "expected_user_reply": "I prefer closed-toe footwear.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H", "I", "J" ] }, { "label": "C", "feature": "upper-body garment style", "expected_user_reply": "I now prefer a leather-look jacket.", "matching_answer_labels": [ "H" ] }, { "label": "D", "feature": "upper-body garment color", "expected_user_reply": "I prefer a black upper-body garment.", "matching_answer_labels": [ "A", "H" ] }, { "label": "E", "feature": "bag color", "expected_user_reply": "I prefer a black bag.", "matching_answer_labels": [ "G", "H", "J" ] }, { "label": "F", "feature": "visible scarf presence", "expected_user_reply": "I prefer no visible scarf.", "matching_answer_labels": [ "A", "B", "C", "D", "G", "H", "I", "J" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:28:40.634945+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862382+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When she first appears on screen wearing a long leopard-print coat, now that you work in a casual studio with no required upper-body style, tell me which of all the outfits shown so far suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/37_F_s38gpwHUo/37_F_s38gpwHUo.mp4", "duration_s": 333.5332, "width": 1920, "height": 1080, "fps": { "num": 30000, "den": 1001 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000038", "source": { "dataset": "YouTube", "video_id": "38_IcyYAkxC0FA", "filename": "38_IcyYAkxC0FA.mp4", "url": null, "input_filename": "38_IcyYAkxC0FA.mp4" }, "media": { "uri": "cases/UPC_000038/video.mp4", "duration_s": 216.033333, "width": 1440, "height": 1080, "frame_count": 6481, "fps": { "num": 30, "den": 1, "value": 30.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000038_turn_000001", "query": { "text": "When an orange-wood sofa with gray cushions and white pillows appears on dirt beside a rectangular wooden coffee table, now that you have moved from a monochrome studio into a larger wood-paneled living room, tell me which of all the sofas shown suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 58.1 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 51.7, "start_frame": 0, "end_frame": 1551 }, "answering": { "start_s": 51.7, "end_s": 57.9, "start_frame": 1551, "end_frame": 1737 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which visible wood tone do you currently prefer for sofa frames?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What coffee-table shape do you currently prefer with your sofa set?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which arm construction do you currently prefer: open-framed or broad-paneled?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What upholstery color and pattern do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What throw-pillow base color do you currently prefer on sofas?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which seating layout do you currently prefer: separate pieces or sectional?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "ef597f5c-ca03-426e-bd7f-da9987a8d374", "text": "Ornately carved brown wood sofa set with black-and-white striped cushions.", "entity_ids": [], "target_view_id": null }, { "option_id": "04eeafb0-75aa-4434-912a-c205b7e4916e", "text": "Orange wood sofa set with white tropical floral upholstery.", "entity_ids": [], "target_view_id": null }, { "option_id": "f407d780-f02f-4ed4-8655-72d5f5e278db", "text": "Slatted brown wood armchair and sofa with mauve channel-stitched cushions.", "entity_ids": [], "target_view_id": null }, { "option_id": "6f54cf6e-e17a-4718-8676-1d8adea01cc5", "text": "Brown wood sofa set with black cushions covered in clear plastic.", "entity_ids": [], "target_view_id": null }, { "option_id": "f0d66b2f-5366-4d31-b9fd-9f5e1e9289f7", "text": "Dark brown paneled wood sofa set with white seats and patterned pillows.", "entity_ids": [], "target_view_id": null }, { "option_id": "b08a21e4-dd4e-4b87-b805-cb3e6bb7623f", "text": "Reddish-brown wood sofa set with solid charcoal-gray cushions and pale pillows.", "entity_ids": [], "target_view_id": null }, { "option_id": "92668739-302c-4f6b-8c2a-c13928e1f572", "text": "Golden-brown wood sofa set with beige cushions and damask-patterned backs.", "entity_ids": [], "target_view_id": null }, { "option_id": "416e68de-7211-4ec6-b818-21c5cbc6beed", "text": "Orange-toned wood sectional and armchair with cream cushions and pillows.", "entity_ids": [], "target_view_id": null }, { "option_id": "01d0e941-4109-4f75-9656-8d47d64569e7", "text": "Reddish-brown wood sofa set with light-gray cushions and white pillows outdoors.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "b08a21e4-dd4e-4b87-b805-cb3e6bb7623f", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer solid charcoal-gray upholstery.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "38_IcyYAkxC0FA:stale_preference:000:485d8baa", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When an orange-wood sofa with gray cushions and white pillows appears on dirt beside a rectangular wooden coffee table, now that you have moved from a monochrome studio into a larger wood-paneled living room, tell me which of all the sofas shown suits you best?", "historical_preference": "I formerly preferred black-and-white striped upholstery.\nMy monochrome studio led me to prefer striped black-and-white upholstery; I have moved from that studio into a larger wood-paneled living room.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 58.1, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000038/evidence/turn_000001/option_001.jpg", "cases/UPC_000038/evidence/turn_000001/option_002.jpg", "cases/UPC_000038/evidence/turn_000001/option_003.jpg", "cases/UPC_000038/evidence/turn_000001/option_004.jpg", "cases/UPC_000038/evidence/turn_000001/option_005.jpg", "cases/UPC_000038/evidence/turn_000001/option_006.jpg", "cases/UPC_000038/evidence/turn_000001/option_007.jpg", "cases/UPC_000038/evidence/turn_000001/option_008.jpg", "cases/UPC_000038/evidence/turn_000001/option_009.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现泥土地面上摆着灰色坐垫配白色抱枕的橙木沙发和长方木茶几时，告诉我目前出现的所有沙发哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "灰坐垫黄抱枕木沙发" }, "wrong_answer": { "text": "雕花木架灰条纹沙发" }, "answer_options": [ { "id": "ef597f5c-ca03-426e-bd7f-da9987a8d374", "text": "雕花木架灰条纹沙发", "image_filename": "38_IcyYAkxC0FA_t3.0s_雕花木架灰条纹沙发.jpg" }, { "id": "04eeafb0-75aa-4434-912a-c205b7e4916e", "text": "热带花卉印花橙木沙发", "image_filename": "38_IcyYAkxC0FA_t9.5s_热带花卉印花橙木沙发.jpg" }, { "id": "f407d780-f02f-4ed4-8655-72d5f5e278db", "text": "粉红条纹弧背木沙发", "image_filename": "38_IcyYAkxC0FA_t16.0s_粉红条纹弧背木沙发.jpg" }, { "id": "6f54cf6e-e17a-4718-8676-1d8adea01cc5", "text": "塑料膜包裹深蓝沙发", "image_filename": "38_IcyYAkxC0FA_t22.5s_塑料膜包裹深蓝沙发.jpg" }, { "id": "f0d66b2f-5366-4d31-b9fd-9f5e1e9289f7", "text": "米白坐垫黑白纹抱枕沙发", "image_filename": "38_IcyYAkxC0FA_t29.0s_米白坐垫黑白纹抱枕沙发.jpg" }, { "id": "b08a21e4-dd4e-4b87-b805-cb3e6bb7623f", "text": "灰坐垫黄抱枕木沙发", "image_filename": "38_IcyYAkxC0FA_t35.5s_灰坐垫黄抱枕木沙发.jpg" }, { "id": "92668739-302c-4f6b-8c2a-c13928e1f572", "text": "米色花纹弧形木沙发", "image_filename": "38_IcyYAkxC0FA_t42.0s_米色花纹弧形木沙发.jpg" }, { "id": "416e68de-7211-4ec6-b818-21c5cbc6beed", "text": "户外米白L型木沙发", "image_filename": "38_IcyYAkxC0FA_t48.5s_户外米白L型木沙发.jpg" }, { "id": "01d0e941-4109-4f75-9656-8d47d64569e7", "text": "户外灰坐垫白抱枕沙发", "image_filename": "38_IcyYAkxC0FA_t55.0s_户外灰坐垫白抱枕沙发.jpg" } ] } }, "preference_change_context": { "past_context": "My monochrome studio led me to prefer striped black-and-white upholstery.", "current_context": "I have moved from that studio into a larger wood-paneled living room.", "why_old_basis_expired": "The monochrome room that motivated my former upholstery preference is no longer my setting." }, "affected_old_preference": "I formerly preferred black-and-white striped upholstery.", "new_preference": "I now prefer solid charcoal-gray upholstery.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "F" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "wood finish color", "expected_user_reply": "I prefer a brown wood finish.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H", "I" ] }, { "label": "B", "feature": "coffee-table shape", "expected_user_reply": "I prefer a rectangular coffee table.", "matching_answer_labels": [ "A", "E", "F", "G", "H", "I" ] }, { "label": "C", "feature": "sofa arm construction", "expected_user_reply": "I prefer broad paneled arms.", "matching_answer_labels": [ "E", "F", "G", "H", "I" ] }, { "label": "D", "feature": "upholstery color and pattern", "expected_user_reply": "I now prefer solid charcoal-gray upholstery.", "matching_answer_labels": [ "F" ] }, { "label": "E", "feature": "throw-pillow base color", "expected_user_reply": "I prefer white throw pillows.", "matching_answer_labels": [ "F", "H", "I" ] }, { "label": "F", "feature": "seating layout", "expected_user_reply": "I prefer separate sofa and chair pieces.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "I" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:28:39.568837+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862386+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When an orange-wood sofa with gray cushions and white pillows appears on dirt beside a rectangular wooden coffee table, now that you have moved from a monochrome studio into a larger wood-paneled living room, tell me which of all the sofas shown suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000038_turn_000002", "query": { "text": "When a wooden sofa with blue patterned cushions before a pink wall and a dark-red glass-topped curved-leg coffee table appears, now that you have moved from a narrow studio to a larger living room, tell me which of all the sofas shown is best for you?", "language": "en" }, "query_time_s": 58.1, "time_range": { "start_s": 58.1, "end_s": 116.3 }, "windows": { "waiting": null, "asking": { "start_s": 58.1, "end_s": 109.9, "start_frame": 1743, "end_frame": 3297 }, "answering": { "start_s": 109.9, "end_s": 116.1, "start_frame": 3297, "end_frame": 3483 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer solid or floral-patterned upholstery?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which visible wood tone do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer a sectional or separate sofa set?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer exposed wooden arms or fully upholstered arms?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which upholstery color do you currently prefer: brown, cream, gray, or blue?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which backrest silhouette do you now prefer: narrow rectangular or wide flared?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "8d00f6f4-72fe-4cd0-83ab-98b08df0cae4", "text": "Beige-cushioned wooden sofa set with rounded arms and solid side panels.", "entity_ids": [], "target_view_id": null }, { "option_id": "bee6e9fb-fbe4-4902-94ae-32d522c10042", "text": "Brown upholstered wooden sofa set with segmented backs and glass table.", "entity_ids": [], "target_view_id": null }, { "option_id": "43f3a280-b2c9-4bb6-b2ca-4e999fc75bd1", "text": "Peach-brown upholstered wooden sofa set with wide flared rounded backrests.", "entity_ids": [], "target_view_id": null }, { "option_id": "299d5d1b-2304-4c97-bc36-82efb50874b3", "text": "Light-gray wooden sofa set with white floral accent panels.", "entity_ids": [], "target_view_id": null }, { "option_id": "c9736b0b-e5fd-4d41-9910-a3553ed3adba", "text": "Ornately carved dark-wood sofa set with beige and brown upholstery.", "entity_ids": [], "target_view_id": null }, { "option_id": "dd25fc1c-ec88-40ac-aeb9-10ba72745494", "text": "Cream-cushioned boxy wooden sofa set surrounding square slatted coffee table.", "entity_ids": [], "target_view_id": null }, { "option_id": "eca0bdbb-ce08-42a1-886f-efec51614e8a", "text": "L-shaped dark-cushioned wooden sectional with slatted backs and circular cutouts.", "entity_ids": [], "target_view_id": null }, { "option_id": "d1c184cf-7880-4372-b6d4-664647beb5e0", "text": "Brown-cushioned slatted wooden sofa set around pale blue floral table.", "entity_ids": [], "target_view_id": null }, { "option_id": "a0b32e53-62ce-4c0a-9471-b9854fb5c809", "text": "Blue patterned-cushion wooden sofa set before pink wall and glass table.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "43f3a280-b2c9-4bb6-b2ca-4e999fc75bd1", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer wide, outward-flared backrests.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "38_IcyYAkxC0FA:stale_preference:001:538ae43f", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When a wooden sofa with blue patterned cushions before a pink wall and a dark-red glass-topped curved-leg coffee table appears, now that you have moved from a narrow studio to a larger living room, tell me which of all the sofas shown is best for you?", "historical_preference": "I prefer narrow, straight-sided rectangular backrests.\nMy narrow studio favored visually slim, straight-sided backrests; I have moved from a narrow studio to a larger living room.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 58.1, "original_segment_end_s": 116.3, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000038/evidence/turn_000002/option_001.jpg", "cases/UPC_000038/evidence/turn_000002/option_002.jpg", "cases/UPC_000038/evidence/turn_000002/option_003.jpg", "cases/UPC_000038/evidence/turn_000002/option_004.jpg", "cases/UPC_000038/evidence/turn_000002/option_005.jpg", "cases/UPC_000038/evidence/turn_000002/option_006.jpg", "cases/UPC_000038/evidence/turn_000002/option_007.jpg", "cases/UPC_000038/evidence/turn_000002/option_008.jpg", "cases/UPC_000038/evidence/turn_000002/option_009.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现粉红墙前蓝色印花坐垫木沙发和深红玻璃面弯腿茶几时，告诉我目前出现的所有沙发哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "棕橙布高背椅木沙发" }, "wrong_answer": { "text": "圆弧扶手米色坐垫木沙发" }, "answer_options": [ { "id": "8d00f6f4-72fe-4cd0-83ab-98b08df0cae4", "text": "圆弧扶手米色坐垫木沙发", "image_filename": "38_IcyYAkxC0FA_t61.0s_圆弧扶手米色坐垫木沙发.jpg" }, { "id": "bee6e9fb-fbe4-4902-94ae-32d522c10042", "text": "棕色皮革沙发配玻璃茶几", "image_filename": "38_IcyYAkxC0FA_t67.5s_棕色皮革沙发配玻璃茶几.jpg" }, { "id": "43f3a280-b2c9-4bb6-b2ca-4e999fc75bd1", "text": "棕橙布高背椅木沙发", "image_filename": "38_IcyYAkxC0FA_t74.0s_棕橙布高背椅木沙发.jpg" }, { "id": "299d5d1b-2304-4c97-bc36-82efb50874b3", "text": "花卉拼接灰布木沙发", "image_filename": "38_IcyYAkxC0FA_t80.5s_花卉拼接灰布木沙发.jpg" }, { "id": "c9736b0b-e5fd-4d41-9910-a3553ed3adba", "text": "雕花木架米色坐垫沙发", "image_filename": "38_IcyYAkxC0FA_t87.0s_雕花木架米色坐垫沙发.jpg" }, { "id": "dd25fc1c-ec88-40ac-aeb9-10ba72745494", "text": "蓝墙前米白木沙发", "image_filename": "38_IcyYAkxC0FA_t93.5s_蓝墙前米白木沙发.jpg" }, { "id": "eca0bdbb-ce08-42a1-886f-efec51614e8a", "text": "灰棕L型木沙发", "image_filename": "38_IcyYAkxC0FA_t100.0s_灰棕L型木沙发.jpg" }, { "id": "d1c184cf-7880-4372-b6d4-664647beb5e0", "text": "棕坐垫木沙发配白茶几", "image_filename": "38_IcyYAkxC0FA_t106.0s_棕坐垫木沙发配白茶几.jpg" }, { "id": "a0b32e53-62ce-4c0a-9471-b9854fb5c809", "text": "蓝色印花沙发配红茶几", "image_filename": "38_IcyYAkxC0FA_t113.0s_蓝色印花沙发配红茶几.jpg" } ] } }, "preference_change_context": { "past_context": "My narrow studio favored visually slim, straight-sided backrests.", "current_context": "I have moved from a narrow studio to a larger living room.", "why_old_basis_expired": "The larger room removes the former need to minimize backrest width." }, "affected_old_preference": "I prefer narrow, straight-sided rectangular backrests.", "new_preference": "I prefer wide, outward-flared backrests.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "upholstery pattern", "expected_user_reply": "I prefer solid upholstery.", "matching_answer_labels": [ "A", "B", "C", "E", "F", "G", "H" ] }, { "label": "B", "feature": "visible wood tone", "expected_user_reply": "I prefer honey-brown wood.", "matching_answer_labels": [ "A", "C", "F", "H", "I" ] }, { "label": "C", "feature": "furniture configuration", "expected_user_reply": "I prefer a separate sofa set.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "H", "I" ] }, { "label": "D", "feature": "arm material", "expected_user_reply": "I prefer exposed wooden arms.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H", "I" ] }, { "label": "E", "feature": "upholstery color", "expected_user_reply": "I prefer warm brown-toned upholstery.", "matching_answer_labels": [ "B", "C", "E", "H" ] }, { "label": "F", "feature": "backrest silhouette", "expected_user_reply": "I prefer wide, outward-flared backrests.", "matching_answer_labels": [ "C" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:28:42.190845+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862390+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a wooden sofa with blue patterned cushions before a pink wall and a dark-red glass-topped curved-leg coffee table appears, now that you have moved from a narrow studio to a larger living room, tell me which of all the sofas shown is best for you?", "language": "en" } } } }, { "turn_id": "UPC_000038_turn_000003", "query": { "text": "When the off-white three-seat wooden sofa with curved arms appears against rolls of fabric, now that you have moved away from your rental's fixed red décor, tell me which of all the sofas shown currently suits you best?", "language": "en" }, "query_time_s": 116.3, "time_range": { "start_s": 116.3, "end_s": 161.5 }, "windows": { "waiting": null, "asking": { "start_s": 116.3, "end_s": 155.1, "start_frame": 3489, "end_frame": 4653 }, "answering": { "start_s": 155.1, "end_s": 161.3, "start_frame": 4653, "end_frame": 4839 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What upholstery color do you currently prefer for your sofa?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer an L-shaped or straight seating layout?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer solid or patterned seat upholstery?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer exposed wooden framing or fully upholstered sides?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer seating with or without visible built-in drawers?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer sofas with or without loose decorative pillows?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "ff4cce3b-fc3c-4703-a472-f4fef84272cf", "text": "Bright red upholstered straight sofa with pale turned wooden arm frame.", "entity_ids": [], "target_view_id": null }, { "option_id": "a7dda208-05f7-46fc-ba7e-93eb9b9c76d5", "text": "Brown-and-white L-shaped built-in bench with drawers and matching table.", "entity_ids": [], "target_view_id": null }, { "option_id": "11ac2b1d-83ee-402b-9fae-a84f84e75be5", "text": "Light blue wooden chaise sectional with floral-patterned throw pillows and side shelf.", "entity_ids": [], "target_view_id": null }, { "option_id": "fb15f419-00ed-4f7e-93b1-d900a07e0872", "text": "Dark navy L-shaped wooden sectional with slatted back and corner table.", "entity_ids": [], "target_view_id": null }, { "option_id": "a84557d4-0f39-4934-9d1f-20662bcd1153", "text": "White-cushioned dark wooden sofa with slatted arms and paneled storage base.", "entity_ids": [], "target_view_id": null }, { "option_id": "2bda5464-aec4-494c-8547-c32c9e21f42e", "text": "Dark carved wooden sofa with ornate pink-and-gold patterned cushions and bolsters.", "entity_ids": [], "target_view_id": null }, { "option_id": "29cfcbb9-b4ea-4df0-84c2-c911d38128ae", "text": "Off-white three-seat sofa with curved reddish-brown wooden arms and frame.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "fb15f419-00ed-4f7e-93b1-d900a07e0872", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer dark navy upholstery.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "38_IcyYAkxC0FA:stale_preference:002:b0a25670", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the off-white three-seat wooden sofa with curved arms appears against rolls of fabric, now that you have moved away from your rental's fixed red décor, tell me which of all the sofas shown currently suits you best?", "historical_preference": "I previously preferred bright red upholstery.\nMy former rental had fixed red décor, so I preferred matching red upholstery; I have moved away from the rental's fixed red décor.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 116.3, "original_segment_end_s": 161.5, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000038/evidence/turn_000003/option_001.jpg", "cases/UPC_000038/evidence/turn_000003/option_002.jpg", "cases/UPC_000038/evidence/turn_000003/option_003.jpg", "cases/UPC_000038/evidence/turn_000003/option_004.jpg", "cases/UPC_000038/evidence/turn_000003/option_005.jpg", "cases/UPC_000038/evidence/turn_000003/option_006.jpg", "cases/UPC_000038/evidence/turn_000003/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现以成卷布料为背景的米白色三人弧形扶手木沙发时，告诉我目前出现的所有沙发哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "深蓝L型橙木沙发" }, "wrong_answer": { "text": "红色坐垫浅木沙发" }, "answer_options": [ { "id": "ff4cce3b-fc3c-4703-a472-f4fef84272cf", "text": "红色坐垫浅木沙发", "image_filename": "38_IcyYAkxC0FA_t119.5s_红色坐垫浅木沙发.jpg" }, { "id": "a7dda208-05f7-46fc-ba7e-93eb9b9c76d5", "text": "橙墙定制L型木沙发", "image_filename": "38_IcyYAkxC0FA_t126.0s_橙墙定制L型木沙发.jpg" }, { "id": "11ac2b1d-83ee-402b-9fae-a84f84e75be5", "text": "蓝色L型棕木沙发", "image_filename": "38_IcyYAkxC0FA_t132.0s_蓝色L型棕木沙发.jpg" }, { "id": "fb15f419-00ed-4f7e-93b1-d900a07e0872", "text": "深蓝L型橙木沙发", "image_filename": "38_IcyYAkxC0FA_t138.5s_深蓝L型橙木沙发.jpg" }, { "id": "a84557d4-0f39-4934-9d1f-20662bcd1153", "text": "白坐垫深红木沙发床", "image_filename": "38_IcyYAkxC0FA_t145.0s_白坐垫深红木沙发床.jpg" }, { "id": "2bda5464-aec4-494c-8547-c32c9e21f42e", "text": "传统印花坐垫深木沙发", "image_filename": "38_IcyYAkxC0FA_t151.5s_传统印花坐垫深木沙发.jpg" }, { "id": "29cfcbb9-b4ea-4df0-84c2-c911d38128ae", "text": "米白三人弧扶手木沙发", "image_filename": "38_IcyYAkxC0FA_t158.0s_米白三人弧扶手木沙发.jpg" } ] } }, "preference_change_context": { "past_context": "My former rental had fixed red décor, so I preferred matching red upholstery.", "current_context": "I have moved away from the rental's fixed red décor.", "why_old_basis_expired": "The fixed décor that motivated my former color preference is no longer present." }, "affected_old_preference": "I previously preferred bright red upholstery.", "new_preference": "I now prefer dark navy upholstery.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "upholstery color", "expected_user_reply": "I now prefer dark navy upholstery.", "matching_answer_labels": [ "D" ] }, { "label": "B", "feature": "seating layout", "expected_user_reply": "I currently prefer an L-shaped seating layout.", "matching_answer_labels": [ "B", "C", "D" ] }, { "label": "C", "feature": "seat upholstery pattern", "expected_user_reply": "I currently prefer solid seat upholstery.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "G" ] }, { "label": "D", "feature": "frame exposure", "expected_user_reply": "I currently prefer exposed wooden framing.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "E", "feature": "visible built-in drawers", "expected_user_reply": "I currently prefer seating without visible built-in drawers.", "matching_answer_labels": [ "A", "C", "D", "F", "G" ] }, { "label": "F", "feature": "loose decorative pillows", "expected_user_reply": "I currently prefer sofas without loose decorative pillows.", "matching_answer_labels": [ "B", "D", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:28:46.816265+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862394+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the off-white three-seat wooden sofa with curved arms appears against rolls of fabric, now that you have moved away from your rental's fixed red décor, tell me which of all the sofas shown currently suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000038_turn_000004", "query": { "text": "When the scene shows an L-shaped wooden box-seat sofa with yellow geometric cushions by the windows, now that you have moved into a neutrally decorated living room, tell me which of all the sofas shown best suits you?", "language": "en" }, "query_time_s": 161.5, "time_range": { "start_s": 161.5, "end_s": 213.2 }, "windows": { "waiting": null, "asking": { "start_s": 161.5, "end_s": 206.7, "start_frame": 4845, "end_frame": 6201 }, "answering": { "start_s": 206.7, "end_s": 213.0, "start_frame": 6201, "end_frame": 6390 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer a sofa with a visible wooden frame?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What cushion color palette do you currently prefer for your sofa?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer a straight or L-shaped sofa layout?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer solid or visibly patterned seat upholstery?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer broad wooden armrests on your sofa?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you prefer multiple visibly segmented back cushions on your sofa?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "c3df1df3-c7ba-4745-89ee-706872862419", "text": "Dark wood straight sofa with cream cushions, patterned pillows, and drawer.", "entity_ids": [], "target_view_id": null }, { "option_id": "c1d9180c-53e9-4cfe-a61e-aabdfcdbc865", "text": "Honey wood loveseat with curved arms and dark blue cushions.", "entity_ids": [], "target_view_id": null }, { "option_id": "0764e004-be00-4231-be12-3c4b6e1caa98", "text": "Light wood L-shaped sectional with channel-stitched blue upholstery.", "entity_ids": [], "target_view_id": null }, { "option_id": "67609101-e91e-40ea-ad34-1cf459b14321", "text": "Ornate dark wood corner sectional with white upholstered cushions.", "entity_ids": [], "target_view_id": null }, { "option_id": "6b08b865-8033-47c5-8976-0d284788009e", "text": "Brown wood sofa with tan patterned upholstery and matching pillows.", "entity_ids": [], "target_view_id": null }, { "option_id": "e28bce25-be85-4b07-a90f-aaff35565f08", "text": "Brown upholstered wood sofa beside matching chair and glass-top table.", "entity_ids": [], "target_view_id": null }, { "option_id": "87a65761-c916-41d3-bfb7-fe3e96f54062", "text": "Light wood L-shaped sectional with charcoal cushions and matching ottoman.", "entity_ids": [], "target_view_id": null }, { "option_id": "374485ca-c328-4b72-a715-0aeb434a9df5", "text": "Dark wood window bench sectional with yellow geometric cushions.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "87a65761-c916-41d3-bfb7-fe3e96f54062", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer a charcoal cushion palette.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "38_IcyYAkxC0FA:stale_preference:003:e49ac2fd", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 3, "canonical_question": "When the scene shows an L-shaped wooden box-seat sofa with yellow geometric cushions by the windows, now that you have moved into a neutrally decorated living room, tell me which of all the sofas shown best suits you?", "historical_preference": "I preferred a turquoise-and-cream cushion palette.\nMy former apartment had turquoise accents that favored a coordinated cushion palette; I have moved into a neutrally decorated living room.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 161.5, "original_segment_end_s": 213.2, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000038/evidence/turn_000004/option_001.jpg", "cases/UPC_000038/evidence/turn_000004/option_002.jpg", "cases/UPC_000038/evidence/turn_000004/option_003.jpg", "cases/UPC_000038/evidence/turn_000004/option_004.jpg", "cases/UPC_000038/evidence/turn_000004/option_005.jpg", "cases/UPC_000038/evidence/turn_000004/option_006.jpg", "cases/UPC_000038/evidence/turn_000004/option_007.jpg", "cases/UPC_000038/evidence/turn_000004/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现窗边黄色几何图案坐垫的L形木箱座沙发时，告诉我目前出现的所有沙发哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "黑坐垫浅木组合沙发" }, "wrong_answer": { "text": "白坐垫蓝抱枕深木沙发床" }, "answer_options": [ { "id": "c3df1df3-c7ba-4745-89ee-706872862419", "text": "白坐垫蓝抱枕深木沙发床", "image_filename": "38_IcyYAkxC0FA_t164.5s_白坐垫蓝抱枕深木沙发床.jpg" }, { "id": "c1d9180c-53e9-4cfe-a61e-aabdfcdbc865", "text": "深蓝布浅木雕花沙发", "image_filename": "38_IcyYAkxC0FA_t171.0s_深蓝布浅木雕花沙发.jpg" }, { "id": "0764e004-be00-4231-be12-3c4b6e1caa98", "text": "蓝色L型浅木沙发", "image_filename": "38_IcyYAkxC0FA_t177.5s_蓝色L型浅木沙发.jpg" }, { "id": "67609101-e91e-40ea-ad34-1cf459b14321", "text": "米白L型镶嵌木沙发", "image_filename": "38_IcyYAkxC0FA_t184.0s_米白L型镶嵌木沙发.jpg" }, { "id": "6b08b865-8033-47c5-8976-0d284788009e", "text": "金色印花沙发特写", "image_filename": "38_IcyYAkxC0FA_t190.5s_金色印花沙发特写.jpg" }, { "id": "e28bce25-be85-4b07-a90f-aaff35565f08", "text": "棕色皮革L型沙发配茶几", "image_filename": "38_IcyYAkxC0FA_t197.0s_棕色皮革L型沙发配茶几.jpg" }, { "id": "87a65761-c916-41d3-bfb7-fe3e96f54062", "text": "黑坐垫浅木组合沙发", "image_filename": "38_IcyYAkxC0FA_t203.5s_黑坐垫浅木组合沙发.jpg" }, { "id": "374485ca-c328-4b72-a715-0aeb434a9df5", "text": "黄色几何图案L型沙发", "image_filename": "38_IcyYAkxC0FA_t210.0s_黄色几何图案L型沙发.jpg" } ] } }, "preference_change_context": { "past_context": "My former apartment had turquoise accents that favored a coordinated cushion palette.", "current_context": "I have moved into a neutrally decorated living room.", "why_old_basis_expired": "The turquoise decor that supported my former color preference is no longer present." }, "affected_old_preference": "I preferred a turquoise-and-cream cushion palette.", "new_preference": "I currently prefer a charcoal cushion palette.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "G" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible wooden frame", "expected_user_reply": "I currently prefer a visible wooden frame.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H" ] }, { "label": "B", "feature": "cushion color palette", "expected_user_reply": "I currently prefer a charcoal cushion palette.", "matching_answer_labels": [ "G" ] }, { "label": "C", "feature": "sofa layout", "expected_user_reply": "I currently prefer an L-shaped layout.", "matching_answer_labels": [ "C", "D", "G", "H" ] }, { "label": "D", "feature": "seat upholstery pattern", "expected_user_reply": "I currently prefer solid-colored seat upholstery.", "matching_answer_labels": [ "A", "B", "C", "D", "F", "G" ] }, { "label": "E", "feature": "wooden armrest width", "expected_user_reply": "I currently prefer broad wooden armrests.", "matching_answer_labels": [ "A", "D", "F", "G" ] }, { "label": "F", "feature": "back cushion segmentation", "expected_user_reply": "I currently prefer multiple segmented back cushions.", "matching_answer_labels": [ "B", "C", "F", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:28:44.554060+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862398+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene shows an L-shaped wooden box-seat sofa with yellow geometric cushions by the windows, now that you have moved into a neutrally decorated living room, tell me which of all the sofas shown best suits you?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/38_IcyYAkxC0FA/38_IcyYAkxC0FA.mp4", "duration_s": 216.033333, "width": 1440, "height": 1080, "fps": { "num": 30, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000039", "source": { "dataset": "YouTube", "video_id": "39_Fx-oBw5NKv4", "filename": "39_Fx-oBw5NKv4.mp4", "url": null, "input_filename": "39_Fx-oBw5NKv4.mp4" }, "media": { "uri": "cases/UPC_000039/video.mp4", "duration_s": 264.166667, "width": 1920, "height": 1080, "frame_count": 8052, "fps": { "num": 30, "den": 1, "value": 30.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000039_turn_000001", "query": { "text": "When a small silver openwork grid dining-room mirror appears on the right against white, now that you have moved from a narrow dining room to a larger one, tell me which dining-room mirror design shown so far suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 84.233 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 74.6, "start_frame": 0, "end_frame": 2238 }, "answering": { "start_s": 74.6, "end_s": 84.233, "start_frame": 2238, "end_frame": 2527 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "How many separate mirror pieces do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What overall mirror form do you prefer: full-wall, rectangular, round, or scalloped?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which visible frame color do you currently prefer for your mirror?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer a vertical or horizontal mirror orientation?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you prefer a smooth or visibly patterned mirror frame?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What chair color do you prefer beside your dining-room mirror?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "3b718e79-6f24-4de9-a092-ab1b7f223035", "text": "Floor-to-ceiling mirrored wall reflecting a spherical wire pendant.", "entity_ids": [], "target_view_id": null }, { "option_id": "bc80e7e9-4e27-4a31-b8f4-bdde9d7d0327", "text": "Three tall rectangular mirrors with dark wooden frames.", "entity_ids": [], "target_view_id": null }, { "option_id": "e449935e-efa9-4bad-ae01-5872390c839e", "text": "Three stacked horizontal rectangular mirrors with slim dark frames.", "entity_ids": [], "target_view_id": null }, { "option_id": "42ea1d8b-e957-45ef-bdbb-8716c9ae0f54", "text": "Vertical mirror with a smooth white scalloped frame.", "entity_ids": [], "target_view_id": null }, { "option_id": "8c5bee43-7f00-4f04-b6ec-c17694ffdc0d", "text": "Wide horizontal rectangular mirror with a thick black frame.", "entity_ids": [], "target_view_id": null }, { "option_id": "0dede51b-bd1d-4cce-b617-78bd1b7f151b", "text": "Large vertical mirror with an irregular segmented silvery border.", "entity_ids": [], "target_view_id": null }, { "option_id": "6cb70673-71ce-4d1f-9de2-11a90c8b25b0", "text": "Rectangular mirror assembled from offset reflective square panels.", "entity_ids": [], "target_view_id": null }, { "option_id": "252a3bc5-671a-4f6b-97f2-9df4ceb9c2f8", "text": "Round mirror with a thick dark wooden openwork frame.", "entity_ids": [], "target_view_id": null }, { "option_id": "8def5fd3-d789-4db8-b4b7-760894a77c24", "text": "Clustered circular mirrors forming a large silver wall display.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "42ea1d8b-e957-45ef-bdbb-8716c9ae0f54", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a scalloped mirror form.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "39_Fx-oBw5NKv4:stale_preference:000:1f64c857", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When a small silver openwork grid dining-room mirror appears on the right against white, now that you have moved from a narrow dining room to a larger one, tell me which dining-room mirror design shown so far suits you best?", "historical_preference": "I prefer a full-wall mirror form.\nMy former narrow dining room led me to prefer a full-wall mirror form; I have moved from a narrow dining room to a larger one.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 84.233, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000039/evidence/turn_000001/option_001.jpg", "cases/UPC_000039/evidence/turn_000001/option_002.jpg", "cases/UPC_000039/evidence/turn_000001/option_003.jpg", "cases/UPC_000039/evidence/turn_000001/option_004.jpg", "cases/UPC_000039/evidence/turn_000001/option_005.jpg", "cases/UPC_000039/evidence/turn_000001/option_006.jpg", "cases/UPC_000039/evidence/turn_000001/option_007.jpg", "cases/UPC_000039/evidence/turn_000001/option_008.jpg", "cases/UPC_000039/evidence/turn_000001/option_009.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当白底右侧出现银色镂空网格镜餐厅小图时，告诉我目前出现的所有餐厅镜子方案哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "扇贝边白框镜" }, "wrong_answer": { "text": "整面镜墙夜景" }, "answer_options": [ { "id": "3b718e79-6f24-4de9-a092-ab1b7f223035", "text": "整面镜墙夜景", "image_filename": "39_Fx-oBw5NKv4_t0.9s_整面镜墙夜景.jpg" }, { "id": "bc80e7e9-4e27-4a31-b8f4-bdde9d7d0327", "text": "深木框斜边镜", "image_filename": "39_Fx-oBw5NKv4_t9.9s_深木框斜边镜.jpg" }, { "id": "e449935e-efa9-4bad-ae01-5872390c839e", "text": "极简矩形镜板", "image_filename": "39_Fx-oBw5NKv4_t23.4s_极简矩形镜板.jpg" }, { "id": "42ea1d8b-e957-45ef-bdbb-8716c9ae0f54", "text": "扇贝边白框镜", "image_filename": "39_Fx-oBw5NKv4_t28.9s_扇贝边白框镜.jpg" }, { "id": "8c5bee43-7f00-4f04-b6ec-c17694ffdc0d", "text": "深色粗框长镜", "image_filename": "39_Fx-oBw5NKv4_t41.4s_深色粗框长镜.jpg" }, { "id": "0dede51b-bd1d-4cce-b617-78bd1b7f151b", "text": "古董雕花挂镜", "image_filename": "39_Fx-oBw5NKv4_t46.9s_古董雕花挂镜.jpg" }, { "id": "6cb70673-71ce-4d1f-9de2-11a90c8b25b0", "text": "无框斜边泳池镜", "image_filename": "39_Fx-oBw5NKv4_t60.4s_无框斜边泳池镜.jpg" }, { "id": "252a3bc5-671a-4f6b-97f2-9df4ceb9c2f8", "text": "圆形木框镜", "image_filename": "39_Fx-oBw5NKv4_t65.9s_圆形木框镜.jpg" }, { "id": "8def5fd3-d789-4db8-b4b7-760894a77c24", "text": "银色Briza镂空镜", "image_filename": "39_Fx-oBw5NKv4_t78.4s_银色Briza镂空镜.jpg" } ] } }, "preference_change_context": { "past_context": "My former narrow dining room led me to prefer a full-wall mirror form.", "current_context": "I have moved from a narrow dining room to a larger one.", "why_old_basis_expired": "The larger room no longer requires a wall-spanning mirror form for limited space." }, "affected_old_preference": "I prefer a full-wall mirror form.", "new_preference": "I prefer a scalloped mirror form.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "number of separate mirror pieces", "expected_user_reply": "I prefer one separate mirror piece.", "matching_answer_labels": [ "D", "E", "F", "H" ] }, { "label": "B", "feature": "overall mirror form", "expected_user_reply": "I prefer a scalloped mirror form.", "matching_answer_labels": [ "D" ] }, { "label": "C", "feature": "visible frame color", "expected_user_reply": "I prefer a white or silver-toned frame.", "matching_answer_labels": [ "D", "F", "I" ] }, { "label": "D", "feature": "mirror orientation", "expected_user_reply": "I prefer a vertical mirror orientation.", "matching_answer_labels": [ "D", "F" ] }, { "label": "E", "feature": "frame surface pattern", "expected_user_reply": "I prefer a smooth mirror frame.", "matching_answer_labels": [ "B", "C", "D", "E" ] }, { "label": "F", "feature": "accompanying chair color", "expected_user_reply": "I prefer white dining chairs.", "matching_answer_labels": [ "D", "E", "G", "I" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:28:53.281252+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862402+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a small silver openwork grid dining-room mirror appears on the right against white, now that you have moved from a narrow dining room to a larger one, tell me which dining-room mirror design shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000039_turn_000002", "query": { "text": "When a small image of a silver sunburst round mirror and orange square stools appears on the left against a white background, now that you have moved to an unfurnished home with no fixed dining-room style, tell me which of the currently shown dining-room mirror arrangements suits you best?", "language": "en" }, "query_time_s": 84.233, "time_range": { "start_s": 84.233, "end_s": 168.233 }, "windows": { "waiting": null, "asking": { "start_s": 84.233, "end_s": 158.8, "start_frame": 2527, "end_frame": 4764 }, "answering": { "start_s": 158.8, "end_s": 168.233, "start_frame": 4764, "end_frame": 5047 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What frame styling do you currently prefer: interlocking geometric or ornate carved?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What overall mirror shape do you currently prefer for the dining room?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which frame color do you currently favor: silver, dark, white, or gold?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer one large mirror or several smaller mirrors?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "How substantial should your preferred mirror frame appear: broad or narrow?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer a reflective mirrored frame or an opaque frame?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "4e147afd-5ce6-4444-aaa0-d0c246ffbcaa", "text": "Tall rectangular mirror with an interlocking silver geometric mirrored frame.", "entity_ids": [], "target_view_id": null }, { "option_id": "10b26532-f276-4470-b51a-13d1e7d29510", "text": "Multiple white-framed rectangular mirror panels arranged in an asymmetrical grid.", "entity_ids": [], "target_view_id": null }, { "option_id": "7cbb535f-e1b9-4ec5-a4f9-d86ea3b24387", "text": "Tall rectangular mirror with a broad layered white frame.", "entity_ids": [], "target_view_id": null }, { "option_id": "764b9717-1998-445c-83d4-0e009e66dc29", "text": "Tall rectangular mirror with a wide dark brown frame.", "entity_ids": [], "target_view_id": null }, { "option_id": "16632d47-9bd1-4c01-ae37-30ced33d5374", "text": "Wide mirror bordered by large square beveled mirrored tiles.", "entity_ids": [], "target_view_id": null }, { "option_id": "c272265d-2a5e-4c6b-b544-abbcf2a7970e", "text": "Four small rectangular mirrors in two rows with mottled frames.", "entity_ids": [], "target_view_id": null }, { "option_id": "b890a49b-ba33-4cf1-bee8-32c5b0397c84", "text": "Mixed round and rectangular white-framed mirrors forming a wall gallery.", "entity_ids": [], "target_view_id": null }, { "option_id": "8b1075ea-496f-44ac-809a-c8457d93f946", "text": "Oversized horizontal rectangular mirror with an ornate gold frame.", "entity_ids": [], "target_view_id": null }, { "option_id": "b6b50064-fd4b-417e-83e2-d593b4e9a330", "text": "Round mirror with a silver checkerboard sunburst frame.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "8b1075ea-496f-44ac-809a-c8457d93f946", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer ornate carved frame styling.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "39_Fx-oBw5NKv4:stale_preference:001:68402747", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When a small image of a silver sunburst round mirror and orange square stools appears on the left against a white background, now that you have moved to an unfurnished home with no fixed dining-room style, tell me which of the currently shown dining-room mirror arrangements suits you best?", "historical_preference": "I preferred interlocking geometric frame styling.\nI lived in a furnished apartment whose fixed angular modern decor drove my frame-style preference; I have moved to an unfurnished home with no fixed dining-room style.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 84.233, "original_segment_end_s": 168.233, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000039/evidence/turn_000002/option_001.jpg", "cases/UPC_000039/evidence/turn_000002/option_002.jpg", "cases/UPC_000039/evidence/turn_000002/option_003.jpg", "cases/UPC_000039/evidence/turn_000002/option_004.jpg", "cases/UPC_000039/evidence/turn_000002/option_005.jpg", "cases/UPC_000039/evidence/turn_000002/option_006.jpg", "cases/UPC_000039/evidence/turn_000002/option_007.jpg", "cases/UPC_000039/evidence/turn_000002/option_008.jpg", "cases/UPC_000039/evidence/turn_000002/option_009.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当白底左侧出现银色太阳花圆镜配橙色方凳的小图时，告诉我目前出现的所有餐厅镜子方案哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "金色雕花靠墙镜" }, "wrong_answer": { "text": "蓝墙方格拼接镜" }, "answer_options": [ { "id": "4e147afd-5ce6-4444-aaa0-d0c246ffbcaa", "text": "蓝墙方格拼接镜", "image_filename": "39_Fx-oBw5NKv4_t84.9s_蓝墙方格拼接镜.jpg" }, { "id": "10b26532-f276-4470-b51a-13d1e7d29510", "text": "多面小镜拼墙", "image_filename": "39_Fx-oBw5NKv4_t98.4s_多面小镜拼墙.jpg" }, { "id": "7cbb535f-e1b9-4ec5-a4f9-d86ea3b24387", "text": "大框小镜客厅", "image_filename": "39_Fx-oBw5NKv4_t103.9s_大框小镜客厅.jpg" }, { "id": "764b9717-1998-445c-83d4-0e009e66dc29", "text": "定制整面大镜", "image_filename": "39_Fx-oBw5NKv4_t112.9s_定制整面大镜.jpg" }, { "id": "16632d47-9bd1-4c01-ae37-30ced33d5374", "text": "镜面框镜组", "image_filename": "39_Fx-oBw5NKv4_t125.4s_镜面框镜组.jpg" }, { "id": "c272265d-2a5e-4c6b-b544-abbcf2a7970e", "text": "去银矩形斜边镜", "image_filename": "39_Fx-oBw5NKv4_t135.4s_去银矩形斜边镜.jpg" }, { "id": "b890a49b-ba33-4cf1-bee8-32c5b0397c84", "text": "小镜收藏组合", "image_filename": "39_Fx-oBw5NKv4_t144.4s_小镜收藏组合.jpg" }, { "id": "8b1075ea-496f-44ac-809a-c8457d93f946", "text": "金色雕花靠墙镜", "image_filename": "39_Fx-oBw5NKv4_t153.4s_金色雕花靠墙镜.jpg" }, { "id": "b6b50064-fd4b-417e-83e2-d593b4e9a330", "text": "银色太阳花圆镜", "image_filename": "39_Fx-oBw5NKv4_t162.4s_银色太阳花圆镜.jpg" } ] } }, "preference_change_context": { "past_context": "I lived in a furnished apartment whose fixed angular modern decor drove my frame-style preference.", "current_context": "I have moved to an unfurnished home with no fixed dining-room style.", "why_old_basis_expired": "The angular decor that justified my former frame choice is no longer present." }, "affected_old_preference": "I preferred interlocking geometric frame styling.", "new_preference": "I now prefer ornate carved frame styling.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "H" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "frame styling", "expected_user_reply": "I now prefer ornate carved frame styling.", "matching_answer_labels": [ "H" ] }, { "label": "B", "feature": "overall mirror shape", "expected_user_reply": "I prefer a rectangular mirror.", "matching_answer_labels": [ "A", "C", "D", "E", "H" ] }, { "label": "C", "feature": "frame color", "expected_user_reply": "I prefer a gold-toned frame.", "matching_answer_labels": [ "F", "H" ] }, { "label": "D", "feature": "mirror quantity", "expected_user_reply": "I prefer one large mirror.", "matching_answer_labels": [ "A", "C", "D", "E", "H", "I" ] }, { "label": "E", "feature": "frame visual width", "expected_user_reply": "I prefer a broad, substantial frame.", "matching_answer_labels": [ "C", "D", "E", "H", "I" ] }, { "label": "F", "feature": "frame surface appearance", "expected_user_reply": "I prefer an opaque-looking frame.", "matching_answer_labels": [ "C", "D", "F", "G", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:29:11.634829+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862407+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a small image of a silver sunburst round mirror and orange square stools appears on the left against a white background, now that you have moved to an unfurnished home with no fixed dining-room style, tell me which of the currently shown dining-room mirror arrangements suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000039_turn_000003", "query": { "text": "When a small image appears on the left against a white background showing two antique carved mirrors between shuttered windows and a round table with a white tablecloth, now that you have moved from a narrow dining nook to a home with a wide dining-room wall, tell me which of the currently shown dining-room mirror designs suits you best?", "language": "en" }, "query_time_s": 168.233, "time_range": { "start_s": 168.233, "end_s": 261.1 }, "windows": { "waiting": null, "asking": { "start_s": 168.233, "end_s": 251.333, "start_frame": 5047, "end_frame": 7540 }, "answering": { "start_s": 251.333, "end_s": 261.1, "start_frame": 7540, "end_frame": 7833 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What component arrangement do you currently prefer for your dining-room mirror?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What frame color do you currently prefer for the dining-room mirror?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which individual mirror shape do you currently prefer in your dining room?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What wall backdrop tone do you currently prefer behind the mirror?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer mirrored or non-mirrored surrounding frame surfaces?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What symmetry style do you currently prefer in a dining-room mirror?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "c729c2ac-58fb-4563-9e4e-02f89be78a56", "text": "Four round gold-framed mirrors arranged in a square grid.", "entity_ids": [], "target_view_id": null }, { "option_id": "43dce29d-04c8-450e-8e83-71887cf87ebf", "text": "Large round mirror with overlapping dark metallic circular rings.", "entity_ids": [], "target_view_id": null }, { "option_id": "f9427789-1390-4c84-8609-0dfe4451f5db", "text": "Wall-sized rectangular mirror with a slim white frame.", "entity_ids": [], "target_view_id": null }, { "option_id": "0bbfa549-a4a4-415c-afa6-4df17ce14556", "text": "Wide mosaic mirror installation made from interlocking circular tiles.", "entity_ids": [], "target_view_id": null }, { "option_id": "e829ef28-87f1-4bb4-90ab-f2d638fc57fc", "text": "Rectangular silver-framed mirror above a black console.", "entity_ids": [], "target_view_id": null }, { "option_id": "6eec34e1-4816-481d-826a-4e8e6bcdc370", "text": "Round mirror surrounded by radiating beveled mirrored strips.", "entity_ids": [], "target_view_id": null }, { "option_id": "d1f3aac7-2ac0-40fc-aac1-575f599eb00b", "text": "Eight-point star mirror with a layered silver-toned frame.", "entity_ids": [], "target_view_id": null }, { "option_id": "72da881e-a55d-49ca-aea8-e980ed9bfe81", "text": "Wide rectangular mirror with a slim black loop-corner frame.", "entity_ids": [], "target_view_id": null }, { "option_id": "dbaa9dc9-0913-42f9-aecf-ee36f8c04470", "text": "Rectangular mirror with a broad dark reddish-brown frame.", "entity_ids": [], "target_view_id": null }, { "option_id": "c2676a1d-67c0-4374-8460-1ce386a2024d", "text": "Pair of ornate vertically oriented silver-toned mirrors.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "6eec34e1-4816-481d-826a-4e8e6bcdc370", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a single mirror arranged with many narrow rectangular rays.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "39_Fx-oBw5NKv4:stale_preference:002:99f4435d", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When a small image appears on the left against a white background showing two antique carved mirrors between shuttered windows and a round table with a white tablecloth, now that you have moved from a narrow dining nook to a home with a wide dining-room wall, tell me which of the currently shown dining-room mirror designs suits you best?", "historical_preference": "I preferred a grid of four separate matching mirrors.\nMy former narrow dining nook led me to favor a compact modular mirror arrangement; I have moved to a home with a wide dining-room wall.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 168.233, "original_segment_end_s": 261.1, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000039/evidence/turn_000003/option_001.jpg", "cases/UPC_000039/evidence/turn_000003/option_002.jpg", "cases/UPC_000039/evidence/turn_000003/option_003.jpg", "cases/UPC_000039/evidence/turn_000003/option_004.jpg", "cases/UPC_000039/evidence/turn_000003/option_005.jpg", "cases/UPC_000039/evidence/turn_000003/option_006.jpg", "cases/UPC_000039/evidence/turn_000003/option_007.jpg", "cases/UPC_000039/evidence/turn_000003/option_008.jpg", "cases/UPC_000039/evidence/turn_000003/option_009.jpg", "cases/UPC_000039/evidence/turn_000003/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当白底左侧出现百叶窗间两面古董雕花镜配白桌布圆桌的小图时，告诉我目前出现的所有餐厅镜子方案哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "黑墙银色星芒镜" }, "wrong_answer": { "text": "金色圆环四镜" }, "answer_options": [ { "id": "c729c2ac-58fb-4563-9e4e-02f89be78a56", "text": "金色圆环四镜", "image_filename": "39_Fx-oBw5NKv4_t168.9s_金色圆环四镜.jpg" }, { "id": "43dce29d-04c8-450e-8e83-71887cf87ebf", "text": "深框圆镜Odalis", "image_filename": "39_Fx-oBw5NKv4_t177.9s_深框圆镜Odalis.jpg" }, { "id": "f9427789-1390-4c84-8609-0dfe4451f5db", "text": "满墙镜面小餐厅", "image_filename": "39_Fx-oBw5NKv4_t186.9s_满墙镜面小餐厅.jpg" }, { "id": "0bbfa549-a4a4-415c-afa6-4df17ce14556", "text": "椭圆叠矩形镜", "image_filename": "39_Fx-oBw5NKv4_t200.4s_椭圆叠矩形镜.jpg" }, { "id": "e829ef28-87f1-4bb4-90ab-f2d638fc57fc", "text": "开放式矩形框镜", "image_filename": "39_Fx-oBw5NKv4_t209.4s_开放式矩形框镜.jpg" }, { "id": "6eec34e1-4816-481d-826a-4e8e6bcdc370", "text": "黑墙银色星芒镜", "image_filename": "39_Fx-oBw5NKv4_t214.9s_黑墙银色星芒镜.jpg" }, { "id": "d1f3aac7-2ac0-40fc-aac1-575f599eb00b", "text": "星形镜配镜墙", "image_filename": "39_Fx-oBw5NKv4_t223.9s_星形镜配镜墙.jpg" }, { "id": "72da881e-a55d-49ca-aea8-e980ed9bfe81", "text": "大镜配星芒灯", "image_filename": "39_Fx-oBw5NKv4_t237.4s_大镜配星芒灯.jpg" }, { "id": "dbaa9dc9-0913-42f9-aecf-ee36f8c04470", "text": "横向矩形镜红灯", "image_filename": "39_Fx-oBw5NKv4_t246.4s_横向矩形镜红灯.jpg" }, { "id": "c2676a1d-67c0-4374-8460-1ce386a2024d", "text": "古董叙利亚镜", "image_filename": "39_Fx-oBw5NKv4_t255.4s_古董叙利亚镜.jpg" } ] } }, "preference_change_context": { "past_context": "My former narrow dining nook led me to favor a compact modular mirror arrangement.", "current_context": "I have moved to a home with a wide dining-room wall.", "why_old_basis_expired": "The wider wall no longer requires a compact grid of separate mirrors." }, "affected_old_preference": "I preferred a grid of four separate matching mirrors.", "new_preference": "I now prefer a single mirror arranged with many narrow rectangular rays.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "F" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "mirror component arrangement", "expected_user_reply": "I now prefer a single mirror arranged with many narrow rectangular rays.", "matching_answer_labels": [ "F" ] }, { "label": "B", "feature": "frame color", "expected_user_reply": "I prefer a silver-toned frame.", "matching_answer_labels": [ "E", "F", "G", "J" ] }, { "label": "C", "feature": "individual mirror shape", "expected_user_reply": "I prefer round mirror forms.", "matching_answer_labels": [ "A", "B", "F" ] }, { "label": "D", "feature": "wall backdrop tone", "expected_user_reply": "I prefer a neutral-colored wall backdrop.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H", "I", "J" ] }, { "label": "E", "feature": "surrounding frame surface", "expected_user_reply": "I prefer mirrored elements surrounding the main reflection.", "matching_answer_labels": [ "F", "G" ] }, { "label": "F", "feature": "design symmetry", "expected_user_reply": "I prefer a radially symmetrical design.", "matching_answer_labels": [ "B", "F", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:29:26.058950+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862411+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a small image appears on the left against a white background showing two antique carved mirrors between shuttered windows and a round table with a white tablecloth, now that you have moved from a narrow dining nook to a home with a wide dining-room wall, tell me which of the currently shown dining-room mirror designs suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/39_Fx-oBw5NKv4/39_Fx-oBw5NKv4.mp4", "duration_s": 264.166667, "width": 1920, "height": 1080, "fps": { "num": 30, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000040", "source": { "dataset": "YouTube", "video_id": "40_CaQs3DXV3_s", "filename": "40_CaQs3DXV3_s.mp4", "url": null, "input_filename": "40_CaQs3DXV3_s.mp4" }, "media": { "uri": "cases/UPC_000040/video.mp4", "duration_s": 293.066667, "width": 1280, "height": 720, "frame_count": 8792, "fps": { "num": 30, "den": 1, "value": 30.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000040_turn_000001", "query": { "text": "When the video first shows the dark-toned bedroom with a dark gray four-poster bed and charcoal blanket, now that you have moved to a bedroom with a finished accent wall behind the bed, tell me which of all the bedroom designs shown so far best suits you?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 100.0 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 90.0, "start_frame": 0, "end_frame": 2700 }, "answering": { "start_s": 90.0, "end_s": 100.0, "start_frame": 2700, "end_frame": 3000 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer predominantly white bedding or a darker bedding palette?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you want an upholstered bench or ottoman positioned at the bed's foot?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you prefer matching white-shaded lamps placed on both sides of the bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you want framed artwork centered on the wall above the bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you prefer visible leafy greenery as part of the bedroom decor?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What headboard design do you currently prefer: grid-tufted, rounded, or smooth flared-wing?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "a6c14b5a-7c8a-47da-a748-02289c331e5f", "text": "White bed with arched grid-tufted headboard, navy pillows, upholstered bench.", "entity_ids": [], "target_view_id": null }, { "option_id": "a05f8d9e-e51c-4139-b3d8-77f5b09c1528", "text": "White bed, nailhead headboard, tasseled gray throw, cream bench.", "entity_ids": [], "target_view_id": null }, { "option_id": "9eee9ca6-2bbf-4995-8919-afbedb826c7c", "text": "White bed with rounded cream headboard and draped taupe throw.", "entity_ids": [], "target_view_id": null }, { "option_id": "7cf2a391-4093-4a2c-8793-b14a1b3f3888", "text": "White bed with vertically channeled headboard and tufted cream bench.", "entity_ids": [], "target_view_id": null }, { "option_id": "cd019ac4-5c89-477f-9aa6-44b6aa603dbc", "text": "White bed with smooth flared-wing headboard and channel-tufted square ottoman.", "entity_ids": [], "target_view_id": null }, { "option_id": "991c5d63-81c2-4271-836c-04e5edd85589", "text": "White bed, nailhead rectangular headboard, layered pillows, dark wood nightstands.", "entity_ids": [], "target_view_id": null }, { "option_id": "90e07a83-87ae-451f-b57c-fa642391b179", "text": "White bed with scalloped channel headboard and black glass console.", "entity_ids": [], "target_view_id": null }, { "option_id": "181b74c9-726e-4583-85f0-1da124013422", "text": "White bed, curved wingback headboard, purple pillows, blue-white lamps.", "entity_ids": [], "target_view_id": null }, { "option_id": "87c4d073-718c-4a54-be4e-308ba2073397", "text": "Gray-white bed with tufted wingback headboard and blue-white ceramic lamps.", "entity_ids": [], "target_view_id": null }, { "option_id": "b3a25132-4550-4f73-aebb-fa6f778c67a8", "text": "Black four-poster bed with monochrome pillows and charcoal blanket.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "cd019ac4-5c89-477f-9aa6-44b6aa603dbc", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a smooth flared-wing headboard.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "40_CaQs3DXV3_s:stale_preference:000:d11e80db", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the video first shows the dark-toned bedroom with a dark gray four-poster bed and charcoal blanket, now that you have moved to a bedroom with a finished accent wall behind the bed, tell me which of all the bedroom designs shown so far best suits you?", "historical_preference": "I preferred an arched, grid-tufted headboard.\nMy former bedroom had a broad blank wall, so I preferred an arched grid-tufted headboard; I have moved to a bedroom with a finished accent wall behind the bed.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 100.0, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000040/evidence/turn_000001/option_001.jpg", "cases/UPC_000040/evidence/turn_000001/option_002.jpg", "cases/UPC_000040/evidence/turn_000001/option_003.jpg", "cases/UPC_000040/evidence/turn_000001/option_004.jpg", "cases/UPC_000040/evidence/turn_000001/option_005.jpg", "cases/UPC_000040/evidence/turn_000001/option_006.jpg", "cases/UPC_000040/evidence/turn_000001/option_007.jpg", "cases/UPC_000040/evidence/turn_000001/option_008.jpg", "cases/UPC_000040/evidence/turn_000001/option_009.jpg", "cases/UPC_000040/evidence/turn_000001/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面第一次出现深灰色四柱床、床上铺炭灰色毛毯的深色调卧室时，告诉我目前出现的所有卧室方案哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "金球托盘蓝台灯卧室" }, "wrong_answer": { "text": "藏青枕蓝瓷瓶卧室" }, "answer_options": [ { "id": "a6c14b5a-7c8a-47da-a748-02289c331e5f", "text": "藏青枕蓝瓷瓶卧室", "image_filename": "40_CaQs3DXV3_s_t3.5s_藏青枕蓝瓷瓶卧室.jpg" }, { "id": "a05f8d9e-e51c-4139-b3d8-77f5b09c1528", "text": "蒲苇圆木挂饰卧室", "image_filename": "40_CaQs3DXV3_s_t13.5s_蒲苇圆木挂饰卧室.jpg" }, { "id": "9eee9ca6-2bbf-4995-8919-afbedb826c7c", "text": "驼色毛毯蒲苇卧室", "image_filename": "40_CaQs3DXV3_s_t23.5s_驼色毛毯蒲苇卧室.jpg" }, { "id": "7cf2a391-4093-4a2c-8793-b14a1b3f3888", "text": "花园窗竖条床头卧室", "image_filename": "40_CaQs3DXV3_s_t33.5s_花园窗竖条床头卧室.jpg" }, { "id": "cd019ac4-5c89-477f-9aa6-44b6aa603dbc", "text": "金球托盘蓝台灯卧室", "image_filename": "40_CaQs3DXV3_s_t43.5s_金球托盘蓝台灯卧室.jpg" }, { "id": "991c5d63-81c2-4271-836c-04e5edd85589", "text": "深木床头柜藏青枕卧室", "image_filename": "40_CaQs3DXV3_s_t53.5s_深木床头柜藏青枕卧室.jpg" }, { "id": "90e07a83-87ae-451f-b57c-fa642391b179", "text": "金花瓶灰石床头柜卧室", "image_filename": "40_CaQs3DXV3_s_t63.5s_金花瓶灰石床头柜卧室.jpg" }, { "id": "181b74c9-726e-4583-85f0-1da124013422", "text": "黑圆瓶白圆桌卧室", "image_filename": "40_CaQs3DXV3_s_t73.5s_黑圆瓶白圆桌卧室.jpg" }, { "id": "87c4d073-718c-4a54-be4e-308ba2073397", "text": "绿植黑圆茶几卧室", "image_filename": "40_CaQs3DXV3_s_t83.5s_绿植黑圆茶几卧室.jpg" }, { "id": "b3a25132-4550-4f73-aebb-fa6f778c67a8", "text": "深灰四柱床卧室", "image_filename": "40_CaQs3DXV3_s_t93.5s_深灰四柱床卧室.jpg" } ] } }, "preference_change_context": { "past_context": "My former bedroom had a broad blank wall, so I preferred an arched grid-tufted headboard.", "current_context": "I have moved to a bedroom with a finished accent wall behind the bed.", "why_old_basis_expired": "The finished accent wall removes the blank-wall reason for retaining my former headboard preference." }, "affected_old_preference": "I preferred an arched, grid-tufted headboard.", "new_preference": "I prefer a smooth flared-wing headboard.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "bedding color palette", "expected_user_reply": "I prefer predominantly white bedding.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H", "I", "J" ] }, { "label": "B", "feature": "upholstered furniture at the bed's foot", "expected_user_reply": "I want an upholstered bench or ottoman at the bed's foot.", "matching_answer_labels": [ "A", "B", "D", "E", "F" ] }, { "label": "C", "feature": "paired bedside lamp appearance", "expected_user_reply": "I prefer matching white-shaded lamps on both sides.", "matching_answer_labels": [ "B", "E", "H", "I" ] }, { "label": "D", "feature": "framed artwork above the bed", "expected_user_reply": "I want framed artwork centered above the bed.", "matching_answer_labels": [ "B", "E", "H" ] }, { "label": "E", "feature": "visible leafy greenery", "expected_user_reply": "I prefer visible leafy greenery in the bedroom decor.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H", "I" ] }, { "label": "F", "feature": "headboard design", "expected_user_reply": "I prefer a smooth flared-wing headboard.", "matching_answer_labels": [ "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:29:29.694026+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862415+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the video first shows the dark-toned bedroom with a dark gray four-poster bed and charcoal blanket, now that you have moved to a bedroom with a finished accent wall behind the bed, tell me which of all the bedroom designs shown so far best suits you?", "language": "en" } } } }, { "turn_id": "UPC_000040_turn_000002", "query": { "text": "When the bedroom with an olive tree in a large white round planter beside the bed and a wood-slat wall first appears, now that you have a dedicated reading room in your new home, tell me which of all the bedroom designs shown so far suits you best?", "language": "en" }, "query_time_s": 100.0, "time_range": { "start_s": 100.0, "end_s": 200.0 }, "windows": { "waiting": null, "asking": { "start_s": 100.0, "end_s": 190.0, "start_frame": 3000, "end_frame": 5700 }, "answering": { "start_s": 190.0, "end_s": 200.0, "start_frame": 5700, "end_frame": 6000 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What headboard color do you currently prefer for the bedroom?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer blue-and-white patterned vases beside the bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What overall bedding color palette do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently want greenery displayed symmetrically beside the bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What wall treatment do you currently prefer behind the headboard?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What style of seating do you currently prefer at the bed's foot?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "7504a1be-ac2b-4716-a3dc-3d66db1ca4fd", "text": "White channeled bed, teal pillow, wood-framed cushioned bench, and floor curtains.", "entity_ids": [], "target_view_id": null }, { "option_id": "e2544c67-6a62-4a64-b8be-4fbf47e4c3e6", "text": "Dark bedroom with taupe channeled headboard, black pillows, and black bench.", "entity_ids": [], "target_view_id": null }, { "option_id": "5d9147d9-eb08-42a6-a63b-d5990bab5931", "text": "Gray-white bedroom with wingback bed, black pillows, and blue patterned vases.", "entity_ids": [], "target_view_id": null }, { "option_id": "ac72a715-52be-4be1-bc2e-44fb4fa7c099", "text": "Paneled bedroom with gray headboard, twin chairs, and blue floral vases.", "entity_ids": [], "target_view_id": null }, { "option_id": "961c25f0-dcc1-4fbc-88df-f47cf24876b9", "text": "Neutral bedroom with square-tufted headboard, round table, ottomans, and leafy branches.", "entity_ids": [], "target_view_id": null }, { "option_id": "e857e089-aeff-4503-b12b-5fc075cece72", "text": "White wingback bed with blue pillows, gray bench, and matching floral vases.", "entity_ids": [], "target_view_id": null }, { "option_id": "14f43fcb-4c6a-47eb-9c6b-a985f1f60570", "text": "Cream tufted wingback bed, white button-tufted bench, and mirrored drawer chests.", "entity_ids": [], "target_view_id": null }, { "option_id": "b9d1e771-f834-463a-8df2-a37a3f9e07c9", "text": "White bed with teal pillows, striped throw, balcony, and wood-trimmed bench.", "entity_ids": [], "target_view_id": null }, { "option_id": "50803211-ddfa-4dff-9967-59ad804cf059", "text": "Blush channeled bed, paired white stools, mirrored nightstands, and blue vases.", "entity_ids": [], "target_view_id": null }, { "option_id": "8f97173a-a223-440c-abb9-d50a1a759039", "text": "Beige channeled bed beside wood slats and olive tree in round planter.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "14f43fcb-4c6a-47eb-9c6b-a985f1f60570", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a white button-tufted bench.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "40_CaQs3DXV3_s:stale_preference:001:e791d011", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the bedroom with an olive tree in a large white round planter beside the bed and a wood-slat wall first appears, now that you have a dedicated reading room in your new home, tell me which of all the bedroom designs shown so far suits you best?", "historical_preference": "I preferred bed-end seating with loose back cushions.\nIn my former studio, I used the bed-end seat as my only reading spot; I now have a dedicated reading room in my new home.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 100.0, "original_segment_end_s": 200.0, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000040/evidence/turn_000002/option_001.jpg", "cases/UPC_000040/evidence/turn_000002/option_002.jpg", "cases/UPC_000040/evidence/turn_000002/option_003.jpg", "cases/UPC_000040/evidence/turn_000002/option_004.jpg", "cases/UPC_000040/evidence/turn_000002/option_005.jpg", "cases/UPC_000040/evidence/turn_000002/option_006.jpg", "cases/UPC_000040/evidence/turn_000002/option_007.jpg", "cases/UPC_000040/evidence/turn_000002/option_008.jpg", "cases/UPC_000040/evidence/turn_000002/option_009.jpg", "cases/UPC_000040/evidence/turn_000002/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面第一次出现床边放着白色大圆盆橄榄树、墙面带木格栅的卧室时，告诉我目前出现的所有卧室方案哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "拱形拉扣床头卧室" }, "wrong_answer": { "text": "墨绿抱枕米白卧室" }, "answer_options": [ { "id": "7504a1be-ac2b-4716-a3dc-3d66db1ca4fd", "text": "墨绿抱枕米白卧室", "image_filename": "40_CaQs3DXV3_s_t103.5s_墨绿抱枕米白卧室.jpg" }, { "id": "e2544c67-6a62-4a64-b8be-4fbf47e4c3e6", "text": "黑丝绒长凳鹿角卧室", "image_filename": "40_CaQs3DXV3_s_t113.5s_黑丝绒长凳鹿角卧室.jpg" }, { "id": "5d9147d9-eb08-42a6-a63b-d5990bab5931", "text": "青花瓶圆桌黑枕卧室", "image_filename": "40_CaQs3DXV3_s_t123.5s_青花瓶圆桌黑枕卧室.jpg" }, { "id": "ac72a715-52be-4be1-bc2e-44fb4fa7c099", "text": "双奶白圆椅灰床头卧室", "image_filename": "40_CaQs3DXV3_s_t133.5s_双奶白圆椅灰床头卧室.jpg" }, { "id": "961c25f0-dcc1-4fbc-88df-f47cf24876b9", "text": "高枝绿植黑圆桌卧室", "image_filename": "40_CaQs3DXV3_s_t143.5s_高枝绿植黑圆桌卧室.jpg" }, { "id": "e857e089-aeff-4503-b12b-5fc075cece72", "text": "灰绒长凳青花罐卧室", "image_filename": "40_CaQs3DXV3_s_t153.5s_灰绒长凳青花罐卧室.jpg" }, { "id": "14f43fcb-4c6a-47eb-9c6b-a985f1f60570", "text": "拱形拉扣床头卧室", "image_filename": "40_CaQs3DXV3_s_t163.5s_拱形拉扣床头卧室.jpg" }, { "id": "b9d1e771-f834-463a-8df2-a37a3f9e07c9", "text": "墨绿枕条纹毯窗边卧室", "image_filename": "40_CaQs3DXV3_s_t173.5s_墨绿枕条纹毯窗边卧室.jpg" }, { "id": "50803211-ddfa-4dff-9967-59ad804cf059", "text": "双青花罐双白凳卧室", "image_filename": "40_CaQs3DXV3_s_t183.5s_双青花罐双白凳卧室.jpg" }, { "id": "8f97173a-a223-440c-abb9-d50a1a759039", "text": "白圆盆橄榄树卧室", "image_filename": "40_CaQs3DXV3_s_t193.5s_白圆盆橄榄树卧室.jpg" } ] } }, "preference_change_context": { "past_context": "In my former studio, I used the bed-end seat as my only reading spot.", "current_context": "I now have a dedicated reading room in my new home.", "why_old_basis_expired": "The bed-end seat no longer needs loose back cushions for reading." }, "affected_old_preference": "I preferred bed-end seating with loose back cushions.", "new_preference": "I prefer a white button-tufted bench.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "G" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "headboard color", "expected_user_reply": "I prefer a light-colored upholstered headboard.", "matching_answer_labels": [ "A", "C", "E", "F", "G", "H", "I", "J" ] }, { "label": "B", "feature": "bedside vase pattern", "expected_user_reply": "I prefer blue-and-white patterned vases beside the bed.", "matching_answer_labels": [ "C", "D", "E", "F", "G", "I", "J" ] }, { "label": "C", "feature": "bedding color palette", "expected_user_reply": "I prefer predominantly white and neutral bedding.", "matching_answer_labels": [ "A", "C", "D", "E", "F", "G", "H", "I", "J" ] }, { "label": "D", "feature": "greenery arrangement", "expected_user_reply": "I prefer greenery displayed symmetrically on both sides.", "matching_answer_labels": [ "C", "D", "F", "G", "I" ] }, { "label": "E", "feature": "wall treatment", "expected_user_reply": "I prefer paneled walls behind the headboard.", "matching_answer_labels": [ "B", "C", "D", "E", "F", "G", "I", "J" ] }, { "label": "F", "feature": "bed-end seating style", "expected_user_reply": "I prefer a white button-tufted bench.", "matching_answer_labels": [ "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:29:22.164272+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862419+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the bedroom with an olive tree in a large white round planter beside the bed and a wood-slat wall first appears, now that you have a dedicated reading room in your new home, tell me which of all the bedroom designs shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000040_turn_000003", "query": { "text": "When the video first shows the off-white bedroom with a brown plaid pillow and vertically grooved headboard wall, now that you have a separate packing counter in your larger bedroom, tell me which of all the bedroom designs shown so far suits you best?", "language": "en" }, "query_time_s": 200.0, "time_range": { "start_s": 200.0, "end_s": 290.0 }, "windows": { "waiting": null, "asking": { "start_s": 200.0, "end_s": 280.0, "start_frame": 6000, "end_frame": 8400 }, "answering": { "start_s": 280.0, "end_s": 290.0, "start_frame": 8400, "end_frame": 8700 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What decorative pillow color do you currently prefer for the bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer matching cabinets on both sides of the bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What color flowers do you currently want displayed in the bedroom?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What style of foot-of-bed seating do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What decorative pillow shape do you currently prefer on the bed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What wall panel arrangement do you currently prefer behind the bed?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "8190119d-87e0-4c73-8453-e9d01ef8ca7e", "text": "Cream bedroom with channeled headboard, window seat, and long upholstered bench.", "entity_ids": [], "target_view_id": null }, { "option_id": "bbe5c2ce-761e-4dd5-bca1-7b3e816b9cc7", "text": "Gray paneled bedroom with monochrome pillows and two rounded armchairs.", "entity_ids": [], "target_view_id": null }, { "option_id": "0ebb82ed-c670-49d8-a480-93e1c1dc8583", "text": "White bedroom with blue geometric pillow and two pale upholstered stools.", "entity_ids": [], "target_view_id": null }, { "option_id": "d79a8a34-8548-483b-9973-45dbe89745d4", "text": "Beige bedroom with grid-tufted headboard and fringed bed runner.", "entity_ids": [], "target_view_id": null }, { "option_id": "14afb995-8669-407a-bdbd-7c1be6167594", "text": "Gray bedroom with blue lumbar pillow and framed botanical prints.", "entity_ids": [], "target_view_id": null }, { "option_id": "3d1506f4-810a-41fa-a77b-cf9df4c0a995", "text": "Neutral bedroom with tall channeled headboard and green pillows.", "entity_ids": [], "target_view_id": null }, { "option_id": "38298647-e851-4764-8089-1065277083a7", "text": "White bedroom with wingback headboard and woven bedside baskets.", "entity_ids": [], "target_view_id": null }, { "option_id": "501f80a2-b596-4258-9fe1-61e4771e1c37", "text": "Dark-accented bedroom with blue-gray runner and illuminated display shelving.", "entity_ids": [], "target_view_id": null }, { "option_id": "b5e00d2f-8eb7-4328-b462-7809b2040fb5", "text": "Cream bedroom with fluted wall, fireplace, and brown-striped pillows.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "0ebb82ed-c670-49d8-a480-93e1c1dc8583", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer two separate pale upholstered stools at the foot.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "40_CaQs3DXV3_s:stale_preference:002:fed09413", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the video first shows the off-white bedroom with a brown plaid pillow and vertically grooved headboard wall, now that you have a separate packing counter in your larger bedroom, tell me which of all the bedroom designs shown so far suits you best?", "historical_preference": "I prefer one full-width upholstered bench at the foot of the bed.\nI previously needed a continuous bed-end surface for packing suitcases; I now have a separate packing counter in my larger bedroom.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 200.0, "original_segment_end_s": 290.0, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000040/evidence/turn_000003/option_001.jpg", "cases/UPC_000040/evidence/turn_000003/option_002.jpg", "cases/UPC_000040/evidence/turn_000003/option_003.jpg", "cases/UPC_000040/evidence/turn_000003/option_004.jpg", "cases/UPC_000040/evidence/turn_000003/option_005.jpg", "cases/UPC_000040/evidence/turn_000003/option_006.jpg", "cases/UPC_000040/evidence/turn_000003/option_007.jpg", "cases/UPC_000040/evidence/turn_000003/option_008.jpg", "cases/UPC_000040/evidence/turn_000003/option_009.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面第一次出现枕头带棕色格纹、床头墙为竖向凹槽板的米白卧室时，告诉我目前出现的所有卧室方案哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "钴蓝花瓶蓝枕卧室" }, "wrong_answer": { "text": "兰花奶油长凳卧室" }, "answer_options": [ { "id": "8190119d-87e0-4c73-8453-e9d01ef8ca7e", "text": "兰花奶油长凳卧室", "image_filename": "40_CaQs3DXV3_s_t203.5s_兰花奶油长凳卧室.jpg" }, { "id": "bbe5c2ce-761e-4dd5-bca1-7b3e816b9cc7", "text": "黑白枕双灰椅卧室", "image_filename": "40_CaQs3DXV3_s_t213.5s_黑白枕双灰椅卧室.jpg" }, { "id": "0ebb82ed-c670-49d8-a480-93e1c1dc8583", "text": "钴蓝花瓶蓝枕卧室", "image_filename": "40_CaQs3DXV3_s_t223.5s_钴蓝花瓶蓝枕卧室.jpg" }, { "id": "d79a8a34-8548-483b-9973-45dbe89745d4", "text": "全米色拉扣床头卧室", "image_filename": "40_CaQs3DXV3_s_t233.5s_全米色拉扣床头卧室.jpg" }, { "id": "14afb995-8669-407a-bdbd-7c1be6167594", "text": "藏青腰枕金鼓凳卧室", "image_filename": "40_CaQs3DXV3_s_t243.5s_藏青腰枕金鼓凳卧室.jpg" }, { "id": "3d1506f4-810a-41fa-a77b-cf9df4c0a995", "text": "驼色流苏毯阳台卧室", "image_filename": "40_CaQs3DXV3_s_t253.5s_驼色流苏毯阳台卧室.jpg" }, { "id": "38298647-e851-4764-8089-1065277083a7", "text": "红叶植物藤篮卧室", "image_filename": "40_CaQs3DXV3_s_t263.5s_红叶植物藤篮卧室.jpg" }, { "id": "501f80a2-b596-4258-9fe1-61e4771e1c37", "text": "红枝双藏青凳卧室", "image_filename": "40_CaQs3DXV3_s_t273.5s_红枝双藏青凳卧室.jpg" }, { "id": "b5e00d2f-8eb7-4328-b462-7809b2040fb5", "text": "棕格纹枕凹槽墙卧室", "image_filename": "40_CaQs3DXV3_s_t283.5s_棕格纹枕凹槽墙卧室.jpg" } ] } }, "preference_change_context": { "past_context": "I previously needed a continuous bed-end surface for packing suitcases.", "current_context": "I now have a separate packing counter in my larger bedroom.", "why_old_basis_expired": "The separate counter removes my need for a full-width packing bench." }, "affected_old_preference": "I prefer one full-width upholstered bench at the foot of the bed.", "new_preference": "I prefer two separate pale upholstered stools at the foot.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "decorative pillow color", "expected_user_reply": "I prefer a blue decorative pillow.", "matching_answer_labels": [ "C", "E", "G", "H" ] }, { "label": "B", "feature": "bedside cabinet symmetry", "expected_user_reply": "I prefer matching cabinets on both sides.", "matching_answer_labels": [ "B", "C", "E", "G" ] }, { "label": "C", "feature": "displayed flower color", "expected_user_reply": "I prefer visible white flowers.", "matching_answer_labels": [ "A", "C", "D" ] }, { "label": "D", "feature": "foot-of-bed seating style", "expected_user_reply": "I prefer two separate pale upholstered stools at the foot.", "matching_answer_labels": [ "C" ] }, { "label": "E", "feature": "decorative pillow shape", "expected_user_reply": "I prefer square decorative pillows.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H", "I" ] }, { "label": "F", "feature": "wall panel arrangement", "expected_user_reply": "I prefer vertical wall panels behind the bed.", "matching_answer_labels": [ "B", "C", "D", "I" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:29:39.043235+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862423+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the video first shows the off-white bedroom with a brown plaid pillow and vertically grooved headboard wall, now that you have a separate packing counter in your larger bedroom, tell me which of all the bedroom designs shown so far suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/40_CaQs3DXV3_s/40_CaQs3DXV3_s.mp4", "duration_s": 293.066667, "width": 1280, "height": 720, "fps": { "num": 30, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000041", "source": { "dataset": "YouTube", "video_id": "41_IQjyi8sD2h0", "filename": "41_IQjyi8sD2h0.mp4", "url": null, "input_filename": "41_IQjyi8sD2h0.mp4" }, "media": { "uri": "cases/UPC_000041/video.mp4", "duration_s": 316.316667, "width": 1920, "height": 1080, "frame_count": 19174, "fps": { "num": 60, "den": 1, "value": 60.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000041_turn_000001", "query": { "text": "When a photo appears on the left showing a woman in a black sleeveless top and black shorts standing before beige stone columns, now that you have moved from a warm coastal town to a city with cold winters, tell me which of all the outfits currently shown suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 105.967 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 92.267, "start_frame": 0, "end_frame": 5536 }, "answering": { "start_s": 92.267, "end_s": 105.967, "start_frame": 5536, "end_frame": 6358 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which top color do you currently prefer for this outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which bottom garment style and pattern do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which sleeve styling do you currently prefer on the top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What eyewear appearance do you currently prefer with the outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which belt color do you currently prefer around the waist?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What bag texture do you currently prefer with the outfit?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "36442079-89f4-4dd7-a714-6e579aef5dbb", "text": "Striped button-up shirt with white belted slit mini skirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "9f2a05df-3f4a-4f15-ba01-f32049c8a994", "text": "Black tied blouse with high-waisted white buttoned shorts.", "entity_ids": [], "target_view_id": null }, { "option_id": "2625d570-3ace-4fba-b90c-ddef9964f6c2", "text": "Black camisole bodysuit with high-waisted beige shorts.", "entity_ids": [], "target_view_id": null }, { "option_id": "481c52d4-9b1e-4055-b203-e32c1d3269f2", "text": "Light blue shirt with brown checked high-waisted trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "8ee05d0a-b402-457f-9e24-c379070ad50b", "text": "White sleeveless cropped vest with matching wide-leg trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "f9e0ed64-6c48-4ab2-8da5-83f6661814e8", "text": "Blue striped shirt with belted white tailored shorts.", "entity_ids": [], "target_view_id": null }, { "option_id": "0134288e-7191-4f8d-953d-e11b6e1ac3cd", "text": "Black sleeveless top with belted black tailored shorts.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "481c52d4-9b1e-4055-b203-e32c1d3269f2", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer checked trousers.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "41_IQjyi8sD2h0:stale_preference:000:7945b287", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When a photo appears on the left showing a woman in a black sleeveless top and black shorts standing before beige stone columns, now that you have moved from a warm coastal town to a city with cold winters, tell me which of all the outfits currently shown suits you best?", "historical_preference": "I preferred mini skirts.\nI previously lived in a warm coastal town and favored short bottoms; I have moved to a city with cold winters.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 105.967, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000041/evidence/turn_000001/option_001.jpg", "cases/UPC_000041/evidence/turn_000001/option_002.jpg", "cases/UPC_000041/evidence/turn_000001/option_003.jpg", "cases/UPC_000041/evidence/turn_000001/option_004.jpg", "cases/UPC_000041/evidence/turn_000001/option_005.jpg", "cases/UPC_000041/evidence/turn_000001/option_006.jpg", "cases/UPC_000041/evidence/turn_000001/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面左侧出现穿黑色背心配黑色短裤、站在米色石柱前的女子照片时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "蓝衬衫配棕格纹长裤" }, "wrong_answer": { "text": "白迷你裙配红平底鞋" }, "answer_options": [ { "id": "36442079-89f4-4dd7-a714-6e579aef5dbb", "text": "白迷你裙配红平底鞋", "image_filename": "41_IQjyi8sD2h0_t1.9s_白迷你裙配红平底鞋.jpg" }, { "id": "9f2a05df-3f4a-4f15-ba01-f32049c8a994", "text": "黑衬衫配米色短裤", "image_filename": "41_IQjyi8sD2h0_t15.9s_黑衬衫配米色短裤.jpg" }, { "id": "2625d570-3ace-4fba-b90c-ddef9964f6c2", "text": "黑连体泳衣配印花头巾", "image_filename": "41_IQjyi8sD2h0_t31.9s_黑连体泳衣配印花头巾.jpg" }, { "id": "481c52d4-9b1e-4055-b203-e32c1d3269f2", "text": "蓝衬衫配棕格纹长裤", "image_filename": "41_IQjyi8sD2h0_t47.9s_蓝衬衫配棕格纹长裤.jpg" }, { "id": "8ee05d0a-b402-457f-9e24-c379070ad50b", "text": "白马甲配白阔腿裤礼帽", "image_filename": "41_IQjyi8sD2h0_t58.9s_白马甲配白阔腿裤礼帽.jpg" }, { "id": "f9e0ed64-6c48-4ab2-8da5-83f6661814e8", "text": "蓝衬衫配白短裤", "image_filename": "41_IQjyi8sD2h0_t75.9s_蓝衬衫配白短裤.jpg" }, { "id": "0134288e-7191-4f8d-953d-e11b6e1ac3cd", "text": "黑背心配黑短裤", "image_filename": "41_IQjyi8sD2h0_t93.9s_黑背心配黑短裤.jpg" } ] } }, "preference_change_context": { "past_context": "I previously lived in a warm coastal town and favored short bottoms.", "current_context": "I have moved to a city with cold winters.", "why_old_basis_expired": "The warm-weather reason for automatically choosing a mini skirt no longer applies." }, "affected_old_preference": "I preferred mini skirts.", "new_preference": "I now prefer checked trousers.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "top color", "expected_user_reply": "I prefer a light blue top.", "matching_answer_labels": [ "D", "F" ] }, { "label": "B", "feature": "bottom garment style and pattern", "expected_user_reply": "I now prefer checked trousers.", "matching_answer_labels": [ "D" ] }, { "label": "C", "feature": "sleeve styling", "expected_user_reply": "I prefer rolled sleeves.", "matching_answer_labels": [ "A", "B", "D" ] }, { "label": "D", "feature": "eyewear appearance", "expected_user_reply": "I prefer dark oversized sunglasses.", "matching_answer_labels": [ "D", "E", "F" ] }, { "label": "E", "feature": "belt color", "expected_user_reply": "I prefer a brown belt.", "matching_answer_labels": [ "A", "D" ] }, { "label": "F", "feature": "bag texture", "expected_user_reply": "I prefer a woven bag.", "matching_answer_labels": [ "A", "D", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:29:16.188223+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862426+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a photo appears on the left showing a woman in a black sleeveless top and black shorts standing before beige stone columns, now that you have moved from a warm coastal town to a city with cold winters, tell me which of all the outfits currently shown suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000041_turn_000002", "query": { "text": "When a photo of a woman wearing a black-and-white striped knit vest and standing before a white wardrobe appears on the left, now that your new workplace has no outfit color code, tell me which of all the outfits currently shown suits you best?", "language": "en" }, "query_time_s": 105.967, "time_range": { "start_s": 105.967, "end_s": 202.267 }, "windows": { "waiting": null, "asking": { "start_s": 105.967, "end_s": 192.867, "start_frame": 6358, "end_frame": 11572 }, "answering": { "start_s": 192.867, "end_s": 202.267, "start_frame": 11572, "end_frame": 12136 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer trousers or a skirt as the bottom garment?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer sleeveless, short-sleeved, or strapless tops?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer a solid or striped pattern on your top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which top-and-trouser color pairing do you currently prefer among the shown looks?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer flat sandals, pumps, or ballet flats?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer a large structured handbag or a small purse?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "6ae64883-d692-4312-b382-06397e044f60", "text": "Woman in black V-neck top and cream tapered trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "d6737b5a-9439-451e-85a7-5f0dcb6ec85f", "text": "Woman in black piped sleeveless top and black tapered trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "b6d634e5-ff8b-4783-b2a0-d913bbdbde51", "text": "Woman in white sleeveless top and off-white straight trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "dc388a73-a156-40b2-8743-2f4e2ae3e515", "text": "Woman in white black-trim top and pleated midi skirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "b1a2ae89-691b-428b-bacc-c3333e0b6d00", "text": "Woman in black strapless top and white wide-leg trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "8ccea010-aef4-479c-aadc-cf3cb9b79c96", "text": "Woman in black sleeveless top and black flared trousers.", "entity_ids": [], "target_view_id": null }, { "option_id": "9fef8776-f7dc-48f8-932e-6ae6202a431d", "text": "Woman in striped knit vest and black straight trousers.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "b6d634e5-ff8b-4783-b2a0-d913bbdbde51", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a white top with off-white trousers.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "41_IQjyi8sD2h0:stale_preference:001:db03248a", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When a photo of a woman wearing a black-and-white striped knit vest and standing before a white wardrobe appears on the left, now that your new workplace has no outfit color code, tell me which of all the outfits currently shown suits you best?", "historical_preference": "I preferred a black top with cream trousers.\nMy former workplace required black tops paired with cream trousers; My new workplace has no outfit color code.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 105.967, "original_segment_end_s": 202.267, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000041/evidence/turn_000002/option_001.jpg", "cases/UPC_000041/evidence/turn_000002/option_002.jpg", "cases/UPC_000041/evidence/turn_000002/option_003.jpg", "cases/UPC_000041/evidence/turn_000002/option_004.jpg", "cases/UPC_000041/evidence/turn_000002/option_005.jpg", "cases/UPC_000041/evidence/turn_000002/option_006.jpg", "cases/UPC_000041/evidence/turn_000002/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面左侧出现穿黑白条纹针织背心、站在白色衣柜前的女子照片时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "白背心配米色裤棕包" }, "wrong_answer": { "text": "黑马甲配白长裤" }, "answer_options": [ { "id": "6ae64883-d692-4312-b382-06397e044f60", "text": "黑马甲配白长裤", "image_filename": "41_IQjyi8sD2h0_t107.9s_黑马甲配白长裤.jpg" }, { "id": "d6737b5a-9439-451e-85a7-5f0dcb6ec85f", "text": "黑挂脖上衣配黑九分裤", "image_filename": "41_IQjyi8sD2h0_t121.9s_黑挂脖上衣配黑九分裤.jpg" }, { "id": "b6d634e5-ff8b-4783-b2a0-d913bbdbde51", "text": "白背心配米色裤棕包", "image_filename": "41_IQjyi8sD2h0_t137.9s_白背心配米色裤棕包.jpg" }, { "id": "dc388a73-a156-40b2-8743-2f4e2ae3e515", "text": "黑边开衫配白百褶裙", "image_filename": "41_IQjyi8sD2h0_t148.9s_黑边开衫配白百褶裙.jpg" }, { "id": "b1a2ae89-691b-428b-bacc-c3333e0b6d00", "text": "黑抹胸配白长裤", "image_filename": "41_IQjyi8sD2h0_t164.9s_黑抹胸配白长裤.jpg" }, { "id": "8ccea010-aef4-479c-aadc-cf3cb9b79c96", "text": "黑背心配黑喇叭裤", "image_filename": "41_IQjyi8sD2h0_t177.9s_黑背心配黑喇叭裤.jpg" }, { "id": "9fef8776-f7dc-48f8-932e-6ae6202a431d", "text": "条纹针织背心配黑裤", "image_filename": "41_IQjyi8sD2h0_t194.9s_条纹针织背心配黑裤.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace required black tops paired with cream trousers.", "current_context": "My new workplace has no outfit color code.", "why_old_basis_expired": "Changing workplaces removed the color requirement behind my former preference." }, "affected_old_preference": "I preferred a black top with cream trousers.", "new_preference": "I now prefer a white top with off-white trousers.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "bottom garment type", "expected_user_reply": "I currently prefer trousers.", "matching_answer_labels": [ "A", "B", "C", "E", "F", "G" ] }, { "label": "B", "feature": "top sleeve coverage", "expected_user_reply": "I currently prefer a sleeveless top.", "matching_answer_labels": [ "A", "B", "C", "F", "G" ] }, { "label": "C", "feature": "top pattern", "expected_user_reply": "I currently prefer a solid top.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "D", "feature": "top-and-trouser color pairing", "expected_user_reply": "I now prefer a white top with off-white trousers.", "matching_answer_labels": [ "C" ] }, { "label": "E", "feature": "footwear type", "expected_user_reply": "I currently prefer flat sandals.", "matching_answer_labels": [ "B", "C", "E", "F" ] }, { "label": "F", "feature": "handbag size and structure", "expected_user_reply": "I currently prefer a large structured handbag.", "matching_answer_labels": [ "A", "C" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:29:24.821856+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862430+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a photo of a woman wearing a black-and-white striped knit vest and standing before a white wardrobe appears on the left, now that your new workplace has no outfit color code, tell me which of all the outfits currently shown suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000041_turn_000003", "query": { "text": "When a photo of a woman in a white top and long white skirt sitting on a red Vespa appears on the left, now that your job no longer requires frequent carry-on travel, tell me which of all the outfits currently shown suits you best?", "language": "en" }, "query_time_s": 202.267, "time_range": { "start_s": 202.267, "end_s": 313.267 }, "windows": { "waiting": null, "asking": { "start_s": 202.267, "end_s": 296.767, "start_frame": 12136, "end_frame": 17806 }, "answering": { "start_s": 296.767, "end_s": 313.167, "start_frame": 17806, "end_frame": 18790 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What dominant outfit color do you currently prefer among these choices?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What overall hem length do you currently want for this outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer cropped separates, flowing maxi dresses, or fitted midi dresses?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "How much sleeve coverage do you currently prefer in an outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which neckline shape do you currently prefer for the outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer solid garments or a visibly striped pattern?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "413eb54f-ab81-4fca-a238-b069729c3c13", "text": "Black cropped tank and matching midi skirt with slim-heeled sandals.", "entity_ids": [], "target_view_id": null }, { "option_id": "be64429a-133e-41fe-ae20-6f635738d6a6", "text": "Black backless maxi dress with thin straps and white slide sandals.", "entity_ids": [], "target_view_id": null }, { "option_id": "4876cb99-5a21-4809-90db-e991f0d568e3", "text": "Black strapless top, cream cuffed shorts, belt, and polka-dot headscarf.", "entity_ids": [], "target_view_id": null }, { "option_id": "9e0e7a1a-646f-438e-aa17-f2f2916cecb9", "text": "Striped sleeveless top, black wide-leg trousers, and cream draped layer.", "entity_ids": [], "target_view_id": null }, { "option_id": "fcd08a6b-e9fa-4674-80eb-204986266f66", "text": "Fitted white ankle-length dress with black-trimmed scoop neckline.", "entity_ids": [], "target_view_id": null }, { "option_id": "a55477c2-12f7-4706-949e-fe6c2451abb5", "text": "Fitted black sleeveless midi dress with high round neckline.", "entity_ids": [], "target_view_id": null }, { "option_id": "c1a7f583-c6b3-488f-a325-d9c499e1d7b4", "text": "White button-up shirt, olive tailored shorts, brown belt, and straw hat.", "entity_ids": [], "target_view_id": null }, { "option_id": "b8019d5c-3357-471d-bfc0-525c705bb457", "text": "White open shirt, black tank, white maxi skirt beside red scooter.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "a55477c2-12f7-4706-949e-fe6c2451abb5", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer a fitted midi dress.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "41_IQjyi8sD2h0:stale_preference:002:2f88802e", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When a photo of a woman in a white top and long white skirt sitting on a red Vespa appears on the left, now that your job no longer requires frequent carry-on travel, tell me which of all the outfits currently shown suits you best?", "historical_preference": "I preferred cropped matching separates.\nMy former job required frequent carry-on travel, so I favored mix-and-match cropped separates; My job no longer requires frequent carry-on travel.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 202.267, "original_segment_end_s": 313.267, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000041/evidence/turn_000003/option_001.jpg", "cases/UPC_000041/evidence/turn_000003/option_002.jpg", "cases/UPC_000041/evidence/turn_000003/option_003.jpg", "cases/UPC_000041/evidence/turn_000003/option_004.jpg", "cases/UPC_000041/evidence/turn_000003/option_005.jpg", "cases/UPC_000041/evidence/turn_000003/option_006.jpg", "cases/UPC_000041/evidence/turn_000003/option_007.jpg", "cases/UPC_000041/evidence/turn_000003/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面左侧出现穿白色上衣白色长裙、坐在红色 Vespa 摩托车上的女子照片时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "黑修身裙配橄榄绿包" }, "wrong_answer": { "text": "黑背心配黑缎面半裙" }, "answer_options": [ { "id": "413eb54f-ab81-4fca-a238-b069729c3c13", "text": "黑背心配黑缎面半裙", "image_filename": "41_IQjyi8sD2h0_t203.9s_黑背心配黑缎面半裙.jpg" }, { "id": "be64429a-133e-41fe-ae20-6f635738d6a6", "text": "黑吊带长裙配草编包", "image_filename": "41_IQjyi8sD2h0_t219.4s_黑吊带长裙配草编包.jpg" }, { "id": "4876cb99-5a21-4809-90db-e991f0d568e3", "text": "黑抹胸配白短裤头巾", "image_filename": "41_IQjyi8sD2h0_t232.9s_黑抹胸配白短裤头巾.jpg" }, { "id": "9e0e7a1a-646f-438e-aa17-f2f2916cecb9", "text": "条纹吊带背心镜前自拍", "image_filename": "41_IQjyi8sD2h0_t247.4s_条纹吊带背心镜前自拍.jpg" }, { "id": "fcd08a6b-e9fa-4674-80eb-204986266f66", "text": "白色黑边修身长裙", "image_filename": "41_IQjyi8sD2h0_t260.9s_白色黑边修身长裙.jpg" }, { "id": "a55477c2-12f7-4706-949e-fe6c2451abb5", "text": "黑修身裙配橄榄绿包", "image_filename": "41_IQjyi8sD2h0_t272.9s_黑修身裙配橄榄绿包.jpg" }, { "id": "c1a7f583-c6b3-488f-a325-d9c499e1d7b4", "text": "白衬衫配橄榄绿短裤", "image_filename": "41_IQjyi8sD2h0_t284.4s_白衬衫配橄榄绿短裤.jpg" }, { "id": "b8019d5c-3357-471d-bfc0-525c705bb457", "text": "白衬衫白长裙坐红摩托", "image_filename": "41_IQjyi8sD2h0_t298.9s_白衬衫白长裙坐红摩托.jpg" } ] } }, "preference_change_context": { "past_context": "My former job required frequent carry-on travel, so I favored mix-and-match cropped separates.", "current_context": "My job no longer requires frequent carry-on travel.", "why_old_basis_expired": "The packing-based reason for favoring cropped separates no longer applies." }, "affected_old_preference": "I preferred cropped matching separates.", "new_preference": "I currently prefer a fitted midi dress.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "F" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "dominant outfit color", "expected_user_reply": "I prefer a predominantly black outfit.", "matching_answer_labels": [ "A", "B", "D", "F" ] }, { "label": "B", "feature": "overall hem length", "expected_user_reply": "I prefer a hem falling around mid-calf.", "matching_answer_labels": [ "A", "F" ] }, { "label": "C", "feature": "outfit silhouette and cut", "expected_user_reply": "I currently prefer a fitted midi dress.", "matching_answer_labels": [ "F" ] }, { "label": "D", "feature": "sleeve coverage", "expected_user_reply": "I prefer a sleeveless outfit.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "E", "feature": "neckline shape", "expected_user_reply": "I prefer a round neckline.", "matching_answer_labels": [ "D", "E", "F" ] }, { "label": "F", "feature": "garment pattern", "expected_user_reply": "I prefer solid garments.", "matching_answer_labels": [ "A", "B", "C", "E", "F", "G", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:29:32.098308+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862434+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a photo of a woman in a white top and long white skirt sitting on a red Vespa appears on the left, now that your job no longer requires frequent carry-on travel, tell me which of all the outfits currently shown suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/41_IQjyi8sD2h0/41_IQjyi8sD2h0.mp4", "duration_s": 316.316667, "width": 1920, "height": 1080, "fps": { "num": 60, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000042", "source": { "dataset": "YouTube", "video_id": "42_xiBAZkova_c", "filename": "42_xiBAZkova_c.mp4", "url": null, "input_filename": "42_xiBAZkova_c.mp4" }, "media": { "uri": "cases/UPC_000042/video.mp4", "duration_s": 283.63335, "width": 1920, "height": 1080, "frame_count": 17002, "fps": { "num": 60000, "den": 1001, "value": 59.94005994005994 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000042_turn_000001", "query": { "text": "When the subtitle card “5. texutre & print combo” appears on the right, now that you have moved from a consistently warm climate to one with variable weather, tell me which of all the outfits shown so far best suits you?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 96.997 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 85.902, "start_frame": 0, "end_frame": 5149 }, "answering": { "start_s": 85.902, "end_s": 90.807, "start_frame": 5149, "end_frame": 5443 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which print color palette do you currently prefer for the main garment?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "How do you currently prefer to carry your bag?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What footwear design do you currently prefer: sandals, pumps, or lace-ups?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What hemline length do you currently prefer for the printed garment?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which outer-layer category do you currently prefer: jacket, coat, or knit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What sleeve length do you currently prefer for your outfit?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "601cfbb1-c2f3-477f-9955-0f5b683b574e", "text": "Black-and-white printed wrap dress with flat black ankle-strap sandals.", "entity_ids": [], "target_view_id": null }, { "option_id": "36fc8d7e-546e-47f6-b7cc-c0be3e90dae8", "text": "Black-and-white printed wrap dress with pointed black pumps and clutch.", "entity_ids": [], "target_view_id": null }, { "option_id": "7de59595-98a3-4f3d-af29-d0616a1f3dd7", "text": "Printed dress, blue denim jacket, beige scarf, and lace-up shoes.", "entity_ids": [], "target_view_id": null }, { "option_id": "b1263a0b-cd23-42fa-993e-fdcc411cbfe7", "text": "Printed dress under pale belted trench coat with black pumps.", "entity_ids": [], "target_view_id": null }, { "option_id": "06b3e568-a756-4bae-841b-9e94238ba1a4", "text": "Printed dress under white openwork sweater with white flats.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "7de59595-98a3-4f3d-af29-d0616a1f3dd7", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer flat lace-up shoes.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "42_xiBAZkova_c:stale_preference:000:c6475d9e", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the subtitle card “5. texutre & print combo” appears on the right, now that you have moved from a consistently warm climate to one with variable weather, tell me which of all the outfits shown so far best suits you?", "historical_preference": "I preferred flat open-toe ankle-strap sandals.\nI lived in a consistently warm climate where open footwear suited my routine; I have moved from a consistently warm climate to one with variable weather.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 96.997, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000042/evidence/turn_000001/option_001.jpg", "cases/UPC_000042/evidence/turn_000001/option_002.jpg", "cases/UPC_000042/evidence/turn_000001/option_003.jpg", "cases/UPC_000042/evidence/turn_000001/option_004.jpg", "cases/UPC_000042/evidence/turn_000001/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面右侧出现字幕卡“5. texutre & print combo”时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "牛仔外套围巾" }, "wrong_answer": { "text": "草编包凉鞋休闲" }, "answer_options": [ { "id": "601cfbb1-c2f3-477f-9955-0f5b683b574e", "text": "草编包凉鞋休闲", "image_filename": "42_xiBAZkova_c_t12.4s_草编包凉鞋休闲.jpg" }, { "id": "36fc8d7e-546e-47f6-b7cc-c0be3e90dae8", "text": "黑高跟极简", "image_filename": "42_xiBAZkova_c_t23.4s_黑高跟极简.jpg" }, { "id": "7de59595-98a3-4f3d-af29-d0616a1f3dd7", "text": "牛仔外套围巾", "image_filename": "42_xiBAZkova_c_t40.4s_牛仔外套围巾.jpg" }, { "id": "b1263a0b-cd23-42fa-993e-fdcc411cbfe7", "text": "米色风衣束腰", "image_filename": "42_xiBAZkova_c_t70.4s_米色风衣束腰.jpg" }, { "id": "06b3e568-a756-4bae-841b-9e94238ba1a4", "text": "白毛衣叠穿", "image_filename": "42_xiBAZkova_c_t88.4s_白毛衣叠穿.jpg" } ] } }, "preference_change_context": { "past_context": "I lived in a consistently warm climate where open footwear suited my routine.", "current_context": "I have moved from a consistently warm climate to one with variable weather.", "why_old_basis_expired": "The reliably warm conditions that supported my former footwear preference no longer apply." }, "affected_old_preference": "I preferred flat open-toe ankle-strap sandals.", "new_preference": "I prefer flat lace-up shoes.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "print color palette", "expected_user_reply": "I prefer a black-and-white print.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "B", "feature": "bag carrying style", "expected_user_reply": "I prefer a shoulder-carried bag.", "matching_answer_labels": [ "C", "E" ] }, { "label": "C", "feature": "footwear design", "expected_user_reply": "I prefer flat lace-up shoes.", "matching_answer_labels": [ "C" ] }, { "label": "D", "feature": "printed garment hemline length", "expected_user_reply": "I prefer a knee-length printed garment.", "matching_answer_labels": [ "A", "B", "C", "E" ] }, { "label": "E", "feature": "outer-layer garment category", "expected_user_reply": "I prefer a jacket or coat as my outer layer.", "matching_answer_labels": [ "C", "D" ] }, { "label": "F", "feature": "sleeve length", "expected_user_reply": "I prefer long sleeves.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:29:46.100023+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862438+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the subtitle card “5. texutre & print combo” appears on the right, now that you have moved from a consistently warm climate to one with variable weather, tell me which of all the outfits shown so far best suits you?", "language": "en" } } } }, { "turn_id": "UPC_000042_turn_000002", "query": { "text": "When the title card \"9. @ work\" appears on the right, now that you have moved into a home with a much larger wardrobe, tell me which of all the outfits shown so far suits you best?", "language": "en" }, "query_time_s": 96.997, "time_range": { "start_s": 96.997, "end_s": 197.698 }, "windows": { "waiting": null, "asking": { "start_s": 96.997, "end_s": 183.3, "start_frame": 5814, "end_frame": 10987 }, "answering": { "start_s": 183.3, "end_s": 190.407, "start_frame": 10987, "end_frame": 11413 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which floral print color palette do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which belt buckle shape do you currently want?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which outfit configuration do you currently prefer: one-piece or coordinated separates?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What sleeve length do you currently prefer for work outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which footwear silhouette do you currently prefer with this outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer carrying a handbag with your outfit?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "274a44b5-6ff6-40af-ac94-249e1c72711c", "text": "Black-and-cream floral belted dress with three-quarter sleeves.", "entity_ids": [], "target_view_id": null }, { "option_id": "ad42d83c-90d7-46bf-89e9-9079fbba5146", "text": "Black jacket, floral skirt, two-tone pumps, and black shoulder bag.", "entity_ids": [], "target_view_id": null }, { "option_id": "57d7eaab-7231-4617-a246-09d589885a36", "text": "Black top with floral sleeves, matching skirt, and gold-buckle belt.", "entity_ids": [], "target_view_id": null }, { "option_id": "a1d937d4-715e-41af-aa48-5026e5288e93", "text": "Red sweater, floral skirt, red pumps, and red handbag.", "entity_ids": [], "target_view_id": null }, { "option_id": "995aa0a4-0da2-4671-9565-85544d93913f", "text": "Gold-button black blazer over floral dress with plaid handbag.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "a1d937d4-715e-41af-aa48-5026e5288e93", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer a sweater-and-skirt combination.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "42_xiBAZkova_c:stale_preference:001:ea99814e", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the title card \"9. @ work\" appears on the right, now that you have moved into a home with a much larger wardrobe, tell me which of all the outfits shown so far suits you best?", "historical_preference": "I preferred a single belted dress without an added outer layer.\nMy previous home had very limited wardrobe space, so I favored single-piece outfits; I have moved into a home with a much larger wardrobe.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 96.997, "original_segment_end_s": 197.698, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000042/evidence/turn_000002/option_001.jpg", "cases/UPC_000042/evidence/turn_000002/option_002.jpg", "cases/UPC_000042/evidence/turn_000002/option_003.jpg", "cases/UPC_000042/evidence/turn_000002/option_004.jpg", "cases/UPC_000042/evidence/turn_000002/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面右侧出现字幕卡“9. @ work”时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "红毛衣红包" }, "wrong_answer": { "text": "裙子系宽黑腰带" }, "answer_options": [ { "id": "274a44b5-6ff6-40af-ac94-249e1c72711c", "text": "裙子系宽黑腰带", "image_filename": "42_xiBAZkova_c_t119.4s_裙子系宽黑腰带.jpg" }, { "id": "ad42d83c-90d7-46bf-89e9-9079fbba5146", "text": "黑皮夹克", "image_filename": "42_xiBAZkova_c_t126.4s_黑皮夹克.jpg" }, { "id": "57d7eaab-7231-4617-a246-09d589885a36", "text": "黑上衣叠穿", "image_filename": "42_xiBAZkova_c_t147.4s_黑上衣叠穿.jpg" }, { "id": "a1d937d4-715e-41af-aa48-5026e5288e93", "text": "红毛衣红包", "image_filename": "42_xiBAZkova_c_t169.4s_红毛衣红包.jpg" }, { "id": "995aa0a4-0da2-4671-9565-85544d93913f", "text": "黑西装外套", "image_filename": "42_xiBAZkova_c_t185.4s_黑西装外套.jpg" } ] } }, "preference_change_context": { "past_context": "My previous home had very limited wardrobe space, so I favored single-piece outfits.", "current_context": "I have moved into a home with a much larger wardrobe.", "why_old_basis_expired": "The larger wardrobe removes the storage constraint behind my one-piece preference." }, "affected_old_preference": "I preferred a single belted dress without an added outer layer.", "new_preference": "I currently prefer a sweater-and-skirt combination.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "floral print color palette", "expected_user_reply": "I prefer a black-and-cream floral print.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "B", "feature": "belt buckle shape", "expected_user_reply": "I prefer a rounded belt buckle.", "matching_answer_labels": [ "C", "D" ] }, { "label": "C", "feature": "outfit configuration", "expected_user_reply": "I currently prefer a sweater-and-skirt combination.", "matching_answer_labels": [ "D" ] }, { "label": "D", "feature": "sleeve length", "expected_user_reply": "I prefer long sleeves.", "matching_answer_labels": [ "B", "D", "E" ] }, { "label": "E", "feature": "footwear silhouette", "expected_user_reply": "I prefer pointed-toe footwear.", "matching_answer_labels": [ "B", "D" ] }, { "label": "F", "feature": "handbag inclusion", "expected_user_reply": "I prefer carrying a handbag.", "matching_answer_labels": [ "B", "D", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:29:58.368364+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862442+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the title card \"9. @ work\" appears on the right, now that you have moved into a home with a much larger wardrobe, tell me which of all the outfits shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000042_turn_000003", "query": { "text": "When the shot cuts to a waist close-up and the blogger wears the wrap dress open as a cardigan and belts it over jeans, now that you have moved from a snowy region to a mild climate, tell me which of all the outfits shown is best for you?", "language": "en" }, "query_time_s": 197.698, "time_range": { "start_s": 197.698, "end_s": 283.6 }, "windows": { "waiting": null, "asking": { "start_s": 197.698, "end_s": 262.596, "start_frame": 11850, "end_frame": 15740 }, "answering": { "start_s": 262.596, "end_s": 280.597, "start_frame": 15740, "end_frame": 16819 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer a solid black upper garment?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer bold botanical patterns or unpatterned clothing?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer long sleeves or shorter sleeve coverage?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer a high neckline or a low neckline?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer fully covered legs or visibly bare legs?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What footwear height do you currently prefer: low-cut, ankle-height, or over-the-knee?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "90afe5d3-4292-4a99-b3d0-ee7cd945cbad", "text": "Black-and-white printed dress, black furry vest, belt, and thigh-high boots.", "entity_ids": [], "target_view_id": null }, { "option_id": "105535aa-67c8-48fa-9826-d7053146a879", "text": "Printed V-neck top with black belted pencil skirt and pumps.", "entity_ids": [], "target_view_id": null }, { "option_id": "8dff29f9-9201-4359-b017-7ed0af9d5bce", "text": "Printed V-neck top with white tulle skirt and nude pumps.", "entity_ids": [], "target_view_id": null }, { "option_id": "19221c3e-0c45-49c6-8997-ad3e66e0266b", "text": "Printed dress under black furry vest, leather jacket, and tights.", "entity_ids": [], "target_view_id": null }, { "option_id": "916e1360-d62e-4e7d-a2e5-672b660110a3", "text": "Printed open cardigan, black turtleneck, blue jeans, and black ankle footwear.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "916e1360-d62e-4e7d-a2e5-672b660110a3", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer ankle-height footwear.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "42_xiBAZkova_c:stale_preference:002:2803c1bf", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the shot cuts to a waist close-up and the blogger wears the wrap dress open as a cardigan and belts it over jeans, now that you have moved from a snowy region to a mild climate, tell me which of all the outfits shown is best for you?", "historical_preference": "I prefer over-the-knee footwear.\nI previously lived in a snowy region and favored over-the-knee footwear; I have moved from a snowy region to a mild climate.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 197.698, "original_segment_end_s": 283.6, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000042/evidence/turn_000003/option_001.jpg", "cases/UPC_000042/evidence/turn_000003/option_002.jpg", "cases/UPC_000042/evidence/turn_000003/option_003.jpg", "cases/UPC_000042/evidence/turn_000003/option_004.jpg", "cases/UPC_000042/evidence/turn_000003/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到腰部特写、博主把裹身裙敞开当开衫穿着并在牛仔裤外系腰带时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "开衫穿法配牛仔裤" }, "wrong_answer": { "text": "毛背心米白包" }, "answer_options": [ { "id": "90afe5d3-4292-4a99-b3d0-ee7cd945cbad", "text": "毛背心米白包", "image_filename": "42_xiBAZkova_c_t202.4s_毛背心米白包.jpg" }, { "id": "105535aa-67c8-48fa-9826-d7053146a879", "text": "黑铅笔裙", "image_filename": "42_xiBAZkova_c_t221.4s_黑铅笔裙.jpg" }, { "id": "8dff29f9-9201-4359-b017-7ed0af9d5bce", "text": "白纱裙芭蕾", "image_filename": "42_xiBAZkova_c_t240.4s_白纱裙芭蕾.jpg" }, { "id": "19221c3e-0c45-49c6-8997-ad3e66e0266b", "text": "毛背心黑裤袜", "image_filename": "42_xiBAZkova_c_t255.4s_毛背心黑裤袜.jpg" }, { "id": "916e1360-d62e-4e7d-a2e5-672b660110a3", "text": "开衫穿法配牛仔裤", "image_filename": "42_xiBAZkova_c_t262.2s_开衫穿法配牛仔裤.jpg" } ] } }, "preference_change_context": { "past_context": "I previously lived in a snowy region and favored over-the-knee footwear.", "current_context": "I have moved from a snowy region to a mild climate.", "why_old_basis_expired": "The snowy conditions that supported my former footwear preference no longer apply." }, "affected_old_preference": "I prefer over-the-knee footwear.", "new_preference": "I prefer ankle-height footwear.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "upper-garment color", "expected_user_reply": "I prefer a solid black upper garment.", "matching_answer_labels": [ "A", "D", "E" ] }, { "label": "B", "feature": "garment pattern", "expected_user_reply": "I prefer bold botanical patterns.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "C", "feature": "sleeve coverage", "expected_user_reply": "I prefer long sleeves.", "matching_answer_labels": [ "C", "D", "E" ] }, { "label": "D", "feature": "neckline height", "expected_user_reply": "I prefer a high neckline.", "matching_answer_labels": [ "D", "E" ] }, { "label": "E", "feature": "leg coverage", "expected_user_reply": "I prefer my legs fully covered.", "matching_answer_labels": [ "A", "D", "E" ] }, { "label": "F", "feature": "footwear height", "expected_user_reply": "I prefer ankle-height footwear.", "matching_answer_labels": [ "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:29:55.780888+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862446+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the shot cuts to a waist close-up and the blogger wears the wrap dress open as a cardigan and belts it over jeans, now that you have moved from a snowy region to a mild climate, tell me which of all the outfits shown is best for you?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/42_xiBAZkova_c/42_xiBAZkova_c.mp4", "duration_s": 283.63335, "width": 1920, "height": 1080, "fps": { "num": 60000, "den": 1001 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000043", "source": { "dataset": "YouTube", "video_id": "43_KACjd7Z9oaI", "filename": "43_KACjd7Z9oaI.mp4", "url": null, "input_filename": "43_KACjd7Z9oaI.mp4" }, "media": { "uri": "cases/UPC_000043/video.mp4", "duration_s": 474.64, "width": 1920, "height": 1080, "frame_count": 11870, "fps": { "num": 25, "den": 1, "value": 25.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000043_turn_000001", "query": { "text": "When the light-brown hoodie and matching sweatpants set appears, now that you work at a studio without a color-coded dress policy, tell me which outfit shown so far suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 203.28 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 184.08, "start_frame": 0, "end_frame": 4602 }, "answering": { "start_s": 184.08, "end_s": 199.8, "start_frame": 4602, "end_frame": 4995 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer a hooded or hoodless main top style?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer a solid or boldly patterned main top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What sleeve length do you currently prefer for your main top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer a smooth or visibly textured fabric surface?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What main top color do you currently prefer among the shown outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What bottom garment style do you currently prefer with your top?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_e", "correct_option_ids": [ "ask_e" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "1f6f0349-e780-4bc0-95fe-32b2e2ef7f9f", "text": "Green ribbed knit sweater with white garment draped over shoulders.", "entity_ids": [], "target_view_id": null }, { "option_id": "a4347353-de76-42ac-a34f-7d50f56e0e65", "text": "White long-sleeve shirt with pastel multicolor knit draped over shoulders.", "entity_ids": [], "target_view_id": null }, { "option_id": "231401ed-b528-4b2b-95f8-fcfa4a242783", "text": "Charcoal gray textured crewneck sweater over a white collar.", "entity_ids": [], "target_view_id": null }, { "option_id": "ec57ba62-4c1c-48ce-b01c-bfe78b9c67a6", "text": "Black button-front cardigan with red heart patch over white shirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "e6aed5f1-f6da-46ea-9d87-a45c471ffb0a", "text": "Dark brown plain sweatshirt layered over visible white cuffs.", "entity_ids": [], "target_view_id": null }, { "option_id": "cf994930-a174-4d36-bc8c-0910af68477e", "text": "Light gray sweatshirt covered in black bird silhouettes.", "entity_ids": [], "target_view_id": null }, { "option_id": "e6a60930-2fd5-4a81-b7eb-466b347852e8", "text": "Light brown hooded sweatshirt with matching drawstring sweatpants.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ec57ba62-4c1c-48ce-b01c-bfe78b9c67a6", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer black as my main top color.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "43_KACjd7Z9oaI:stale_preference:000:ead56e39", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the light-brown hoodie and matching sweatpants set appears, now that you work at a studio without a color-coded dress policy, tell me which outfit shown so far suits you best?", "historical_preference": "I preferred green as my main top color.\nMy former studio used green tops to identify my team; I now work at a studio without a color-coded dress policy.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 203.28, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000043/evidence/turn_000001/option_001.jpg", "cases/UPC_000043/evidence/turn_000001/option_002.jpg", "cases/UPC_000043/evidence/turn_000001/option_003.jpg", "cases/UPC_000043/evidence/turn_000001/option_004.jpg", "cases/UPC_000043/evidence/turn_000001/option_005.jpg", "cases/UPC_000043/evidence/turn_000001/option_006.jpg", "cases/UPC_000043/evidence/turn_000001/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当浅褐色连帽卫衣配同色运动裤的套装出现时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "黑色红心开衫配牛仔裤" }, "wrong_answer": { "text": "绿毛衣肩系白打底衫" }, "answer_options": [ { "id": "1f6f0349-e780-4bc0-95fe-32b2e2ef7f9f", "text": "绿毛衣肩系白打底衫", "image_filename": "43_KACjd7Z9oaI_t22.9s_绿毛衣肩系白打底衫.jpg" }, { "id": "a4347353-de76-42ac-a34f-7d50f56e0e65", "text": "白打底衫肩系紫毛衣", "image_filename": "43_KACjd7Z9oaI_t51.9s_白打底衫肩系紫毛衣.jpg" }, { "id": "231401ed-b528-4b2b-95f8-fcfa4a242783", "text": "深灰毛衣叠白打底", "image_filename": "43_KACjd7Z9oaI_t79.9s_深灰毛衣叠白打底.jpg" }, { "id": "ec57ba62-4c1c-48ce-b01c-bfe78b9c67a6", "text": "黑色红心开衫配牛仔裤", "image_filename": "43_KACjd7Z9oaI_t122.9s_黑色红心开衫配牛仔裤.jpg" }, { "id": "e6aed5f1-f6da-46ea-9d87-a45c471ffb0a", "text": "深棕色连帽卫衣", "image_filename": "43_KACjd7Z9oaI_t160.9s_深棕色连帽卫衣.jpg" }, { "id": "cf994930-a174-4d36-bc8c-0910af68477e", "text": "燕子印花灰卫衣", "image_filename": "43_KACjd7Z9oaI_t172.9s_燕子印花灰卫衣.jpg" }, { "id": "e6a60930-2fd5-4a81-b7eb-466b347852e8", "text": "浅褐连帽卫衣运动套装", "image_filename": "43_KACjd7Z9oaI_t196.9s_浅褐连帽卫衣运动套装.jpg" } ] } }, "preference_change_context": { "past_context": "My former studio used green tops to identify my team.", "current_context": "I now work at a studio without a color-coded dress policy.", "why_old_basis_expired": "The former green clothing requirement no longer applies at my current studio." }, "affected_old_preference": "I preferred green as my main top color.", "new_preference": "I currently prefer black as my main top color.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "hood presence", "expected_user_reply": "I prefer a hoodless main top.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "B", "feature": "all-over pattern", "expected_user_reply": "I prefer no all-over print.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "G" ] }, { "label": "C", "feature": "sleeve length", "expected_user_reply": "I prefer long sleeves.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "D", "feature": "fabric surface appearance", "expected_user_reply": "I prefer a smooth-looking fabric surface.", "matching_answer_labels": [ "B", "D", "E", "F", "G" ] }, { "label": "E", "feature": "main top color", "expected_user_reply": "I currently prefer black as my main top color.", "matching_answer_labels": [ "D" ] }, { "label": "F", "feature": "bottom garment style", "expected_user_reply": "I prefer blue jeans with my top.", "matching_answer_labels": [ "B", "D", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:30:09.407239+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862450+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the light-brown hoodie and matching sweatpants set appears, now that you work at a studio without a color-coded dress policy, tell me which outfit shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000043_turn_000002", "query": { "text": "When a pink-purple cropped puffer jacket appears, now that your new workplace permits any top color, tell me which of all the outfits shown suits you best?", "language": "en" }, "query_time_s": 203.28, "time_range": { "start_s": 203.28, "end_s": 340.4 }, "windows": { "waiting": null, "asking": { "start_s": 203.28, "end_s": 332.6, "start_frame": 5082, "end_frame": 8315 }, "answering": { "start_s": 332.6, "end_s": 338.72, "start_frame": 8315, "end_frame": 8468 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What color do you prefer for the visible base layer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which neckline shape do you prefer on your base top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer including a visible pendant necklace?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What visible bottom style do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which dominant outer-layer color do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer visibly layered tops?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_e", "correct_option_ids": [ "ask_e" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "ec5a8cda-260e-4328-866e-ae18f3d3a947", "text": "Dark charcoal Burberrys graphic T-shirt layered over white long sleeves.", "entity_ids": [], "target_view_id": null }, { "option_id": "1f4680cd-c3d9-48cb-acf0-c1599448464e", "text": "Black Balenciaga logo T-shirt layered over white long sleeves.", "entity_ids": [], "target_view_id": null }, { "option_id": "cd6223db-802f-4ac3-b65f-46199aa22591", "text": "Black-and-gray plaid button-up shirt over white crew-neck top.", "entity_ids": [], "target_view_id": null }, { "option_id": "3255e91a-eb79-4122-9891-e5595460936b", "text": "Blue denim jacket over plain white V-neck top.", "entity_ids": [], "target_view_id": null }, { "option_id": "00feb49e-6b91-4daf-bd41-b1484855b935", "text": "Blue denim belted jacket with large patch pockets.", "entity_ids": [], "target_view_id": null }, { "option_id": "fc475cae-e3f2-44db-91ae-cc1c46f665e2", "text": "Beige ribbed knit vest over white long-sleeved top.", "entity_ids": [], "target_view_id": null }, { "option_id": "16a9ab46-83a1-4b25-b2f6-ca23a44d713c", "text": "Mauve puffer jacket with oversized snap collar.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "fc475cae-e3f2-44db-91ae-cc1c46f665e2", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer beige.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "43_KACjd7Z9oaI:stale_preference:001:b21f8fe3", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When a pink-purple cropped puffer jacket appears, now that your new workplace permits any top color, tell me which of all the outfits shown suits you best?", "historical_preference": "I preferred charcoal outer layers.\nMy former workplace required charcoal outer layers; My new workplace permits any top color.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 203.28, "original_segment_end_s": 340.4, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000043/evidence/turn_000002/option_001.jpg", "cases/UPC_000043/evidence/turn_000002/option_002.jpg", "cases/UPC_000043/evidence/turn_000002/option_003.jpg", "cases/UPC_000043/evidence/turn_000002/option_004.jpg", "cases/UPC_000043/evidence/turn_000002/option_005.jpg", "cases/UPC_000043/evidence/turn_000002/option_006.jpg", "cases/UPC_000043/evidence/turn_000002/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当粉紫色短款羽绒服出现时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "米色V领针织背心" }, "wrong_answer": { "text": "深蓝印字T恤" }, "answer_options": [ { "id": "ec5a8cda-260e-4328-866e-ae18f3d3a947", "text": "深蓝印字T恤", "image_filename": "43_KACjd7Z9oaI_t214.9s_深蓝Burberrys印字T恤.jpg" }, { "id": "1f4680cd-c3d9-48cb-acf0-c1599448464e", "text": "黑色巴黎世家T恤", "image_filename": "43_KACjd7Z9oaI_t235.9s_黑色Balenciaga T恤.jpg" }, { "id": "cd6223db-802f-4ac3-b65f-46199aa22591", "text": "黑白格子衬衫", "image_filename": "43_KACjd7Z9oaI_t256.9s_黑白格子衬衫.jpg" }, { "id": "3255e91a-eb79-4122-9891-e5595460936b", "text": "浅蓝色牛仔外套", "image_filename": "43_KACjd7Z9oaI_t282.9s_浅蓝色牛仔外套.jpg" }, { "id": "00feb49e-6b91-4daf-bd41-b1484855b935", "text": "深蓝牛仔外套系棕腰带", "image_filename": "43_KACjd7Z9oaI_t290.9s_深蓝牛仔外套系棕腰带.jpg" }, { "id": "fc475cae-e3f2-44db-91ae-cc1c46f665e2", "text": "米色V领针织背心", "image_filename": "43_KACjd7Z9oaI_t313.9s_米色V领针织背心.jpg" }, { "id": "16a9ab46-83a1-4b25-b2f6-ca23a44d713c", "text": "粉紫色短款羽绒服", "image_filename": "43_KACjd7Z9oaI_t336.9s_粉紫色短款羽绒服.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace required charcoal outer layers.", "current_context": "My new workplace permits any top color.", "why_old_basis_expired": "The former charcoal color requirement no longer applies at my new workplace." }, "affected_old_preference": "I preferred charcoal outer layers.", "new_preference": "I prefer beige.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "F" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible base-layer color", "expected_user_reply": "I prefer white.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "B", "feature": "base-top neckline shape", "expected_user_reply": "I prefer a round neckline.", "matching_answer_labels": [ "A", "B", "C", "E", "F", "G" ] }, { "label": "C", "feature": "visible necklace accessory", "expected_user_reply": "Yes, I prefer a visible pendant necklace.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "D", "feature": "visible bottom style", "expected_user_reply": "I prefer blue denim bottoms.", "matching_answer_labels": [ "A", "B", "C", "F" ] }, { "label": "E", "feature": "dominant outer-layer color", "expected_user_reply": "I prefer beige.", "matching_answer_labels": [ "F" ] }, { "label": "F", "feature": "visible top layering", "expected_user_reply": "Yes, I prefer visibly layered tops.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:30:03.415541+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862454+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a pink-purple cropped puffer jacket appears, now that your new workplace permits any top color, tell me which of all the outfits shown suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000043_turn_000003", "query": { "text": "When the white lace camisole top appears, now that you work in a casual studio without restrictions on decorative shoulder details, tell me which of all the outfits shown so far suits you best?", "language": "en" }, "query_time_s": 340.4, "time_range": { "start_s": 340.4, "end_s": 411.52 }, "windows": { "waiting": null, "asking": { "start_s": 340.4, "end_s": 405.92, "start_frame": 8510, "end_frame": 10148 }, "answering": { "start_s": 405.92, "end_s": 411.52, "start_frame": 10148, "end_frame": 10288 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which dark-over-white color combination do you currently prefer for layering?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What neckline shape do you prefer on the visible white base top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What shoulder-strap detailing do you currently prefer for the layered outfit?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer solid rather than striped dark garments?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What pendant color do you prefer with these layered outfits?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you prefer outfits without any visibly shown blue denim?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "89887d30-fd38-4d38-8665-24cda7b4013c", "text": "Black satin-look spaghetti-strap dress layered over a white long-sleeve top.", "entity_ids": [], "target_view_id": null }, { "option_id": "049d225d-69d2-449c-9d72-5dce8a11b6fd", "text": "Black bow-strap camisole over white tee with taupe knit cardigan.", "entity_ids": [], "target_view_id": null }, { "option_id": "a481b4a1-ef32-4cef-bc26-6146b3191c5e", "text": "Black deep-V sleeveless wrap garment over a white long-sleeve top.", "entity_ids": [], "target_view_id": null }, { "option_id": "c50af695-ed66-429b-a262-1a79f75596ba", "text": "Black pinstriped belted sleeveless garment over white long-sleeve top.", "entity_ids": [], "target_view_id": null }, { "option_id": "32eb804a-b8a1-48a2-b2f6-4b3d7279d8ad", "text": "Navy-and-white striped ribbed camisole over white top and blue jeans.", "entity_ids": [], "target_view_id": null }, { "option_id": "e527e1bd-6769-450b-8df5-87b8a19531a5", "text": "White lace-trim buttoned camisole over white top with blue jeans.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "049d225d-69d2-449c-9d72-5dce8a11b6fd", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer black shoulder straps adorned with bows.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "43_KACjd7Z9oaI:stale_preference:002:7ac787fa", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the white lace camisole top appears, now that you work in a casual studio without restrictions on decorative shoulder details, tell me which of all the outfits shown so far suits you best?", "historical_preference": "I preferred plain black spaghetti straps without ornamentation.\nMy former workplace prohibited decorative shoulder details; I now work in a casual studio without restrictions on decorative shoulder details.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 340.4, "original_segment_end_s": 411.52, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000043/evidence/turn_000003/option_001.jpg", "cases/UPC_000043/evidence/turn_000003/option_002.jpg", "cases/UPC_000043/evidence/turn_000003/option_003.jpg", "cases/UPC_000043/evidence/turn_000003/option_004.jpg", "cases/UPC_000043/evidence/turn_000003/option_005.jpg", "cases/UPC_000043/evidence/turn_000003/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当白色蕾丝吊带上衣出现时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "棕色针织开衫叠吊带裙" }, "wrong_answer": { "text": "黑色吊带裙叠白打底" }, "answer_options": [ { "id": "89887d30-fd38-4d38-8665-24cda7b4013c", "text": "黑色吊带裙叠白打底", "image_filename": "43_KACjd7Z9oaI_t340.9s_黑色吊带裙叠白打底.jpg" }, { "id": "049d225d-69d2-449c-9d72-5dce8a11b6fd", "text": "棕色针织开衫叠吊带裙", "image_filename": "43_KACjd7Z9oaI_t346.9s_棕色针织开衫叠吊带裙.jpg" }, { "id": "a481b4a1-ef32-4cef-bc26-6146b3191c5e", "text": "黑色V领系带马甲", "image_filename": "43_KACjd7Z9oaI_t367.9s_黑色V领系带马甲.jpg" }, { "id": "c50af695-ed66-429b-a262-1a79f75596ba", "text": "黑色细条纹背带裙", "image_filename": "43_KACjd7Z9oaI_t376.9s_黑色细条纹背带裙.jpg" }, { "id": "32eb804a-b8a1-48a2-b2f6-4b3d7279d8ad", "text": "蓝白条纹针织吊带背心", "image_filename": "43_KACjd7Z9oaI_t393.9s_蓝白条纹针织吊带背心.jpg" }, { "id": "e527e1bd-6769-450b-8df5-87b8a19531a5", "text": "白色蕾丝吊带", "image_filename": "43_KACjd7Z9oaI_t407.9s_白色蕾丝吊带.jpg" } ] } }, "preference_change_context": { "past_context": "My former workplace prohibited decorative shoulder details.", "current_context": "I now work in a casual studio without restrictions on decorative shoulder details.", "why_old_basis_expired": "The workplace rule that required unornamented straps no longer applies." }, "affected_old_preference": "I preferred plain black spaghetti straps without ornamentation.", "new_preference": "I prefer black shoulder straps adorned with bows.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "B" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "dark-over-white color combination", "expected_user_reply": "I prefer black layered over white.", "matching_answer_labels": [ "A", "B", "C", "D" ] }, { "label": "B", "feature": "white base-top neckline shape", "expected_user_reply": "I prefer a round neckline.", "matching_answer_labels": [ "B", "C", "D", "E" ] }, { "label": "C", "feature": "shoulder-strap detailing", "expected_user_reply": "I prefer black shoulder straps adorned with bows.", "matching_answer_labels": [ "B" ] }, { "label": "D", "feature": "dark garment pattern", "expected_user_reply": "I prefer a solid dark garment.", "matching_answer_labels": [ "A", "B", "C" ] }, { "label": "E", "feature": "pendant color", "expected_user_reply": "I prefer a silver-colored pendant.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "F", "feature": "visible blue denim", "expected_user_reply": "I prefer no visibly shown blue denim.", "matching_answer_labels": [ "A", "B", "C", "D" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:32:06.959079+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862458+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the white lace camisole top appears, now that you work in a casual studio without restrictions on decorative shoulder details, tell me which of all the outfits shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000043_turn_000004", "query": { "text": "When the blogger puts on a black fur-collared long down coat, now that you have moved from equipment work to a desk role with no sleeve restrictions, tell me which of all outfits shown so far suits you best?", "language": "en" }, "query_time_s": 411.52, "time_range": { "start_s": 411.52, "end_s": 471.6 }, "windows": { "waiting": null, "asking": { "start_s": 411.52, "end_s": 451.52, "start_frame": 10288, "end_frame": 11288 }, "answering": { "start_s": 451.52, "end_s": 471.6, "start_frame": 11288, "end_frame": 11790 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer a white inner top or a black one?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer wearing a visible pendant necklace?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer a dark or light outermost garment?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer an outer layer with visible front buttons?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which outer-layer style do you currently prefer: sleeveless, tailored, knit, or hooded?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer a solid-colored or visibly patterned outermost garment?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_e", "correct_option_ids": [ "ask_e" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "0d1d98a8-4881-4f27-96d2-e37477d6ac9b", "text": "White sleeveless oversized top layered over a black turtleneck.", "entity_ids": [], "target_view_id": null }, { "option_id": "5b135508-8fc7-45af-a881-9840c95ea5e3", "text": "Gray micro-check double-breasted blazer over a white shirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "2adffdd8-a57f-4866-943b-00c0a292d085", "text": "Black coat with contrasting gray checked lapels over a white shirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "fb0bd70a-3bda-4af9-8b88-448383b20a86", "text": "Taupe cable-knit button cardigan over a white shirt and blue jeans.", "entity_ids": [], "target_view_id": null }, { "option_id": "90ea5fe8-cab8-4b34-8d52-851a65ec6153", "text": "Black fur-trimmed hooded parka over a taupe cable-knit cardigan.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "90ea5fe8-cab8-4b34-8d52-851a65ec6153", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a hooded outer layer.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "43_KACjd7Z9oaI:stale_preference:003:791eaf43", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 3, "canonical_question": "When the blogger puts on a black fur-collared long down coat, now that you have moved from equipment work to a desk role with no sleeve restrictions, tell me which of all outfits shown so far suits you best?", "historical_preference": "I prefer a sleeveless outer layer.\nI previously worked around equipment where bulky sleeves interfered with my tasks; I now have a desk role with no sleeve restrictions.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 411.52, "original_segment_end_s": 471.6, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000043/evidence/turn_000004/option_001.jpg", "cases/UPC_000043/evidence/turn_000004/option_002.jpg", "cases/UPC_000043/evidence/turn_000004/option_003.jpg", "cases/UPC_000043/evidence/turn_000004/option_004.jpg", "cases/UPC_000043/evidence/turn_000004/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当博主穿上黑色毛领长款羽绒服时，告诉我目前出现的所有套装哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "黑色毛领长款羽绒服" }, "wrong_answer": { "text": "白色垫肩背心叠黑打底" }, "answer_options": [ { "id": "0d1d98a8-4881-4f27-96d2-e37477d6ac9b", "text": "白色垫肩背心叠黑打底", "image_filename": "43_KACjd7Z9oaI_t414.9s_白色垫肩背心叠黑打底.jpg" }, { "id": "5b135508-8fc7-45af-a881-9840c95ea5e3", "text": "灰色格纹西装外套", "image_filename": "43_KACjd7Z9oaI_t431.9s_灰色格纹西装外套.jpg" }, { "id": "2adffdd8-a57f-4866-943b-00c0a292d085", "text": "黑色羊毛大衣叠西装", "image_filename": "43_KACjd7Z9oaI_t441.9s_黑色羊毛大衣叠西装.jpg" }, { "id": "fb0bd70a-3bda-4af9-8b88-448383b20a86", "text": "驼色麻花针织开衫", "image_filename": "43_KACjd7Z9oaI_t446.9s_驼色麻花针织开衫.jpg" }, { "id": "90ea5fe8-cab8-4b34-8d52-851a65ec6153", "text": "黑色毛领长款羽绒服", "image_filename": "43_KACjd7Z9oaI_t460.9s_黑色毛领长款羽绒服.jpg" } ] } }, "preference_change_context": { "past_context": "I previously worked around equipment where bulky sleeves interfered with my tasks.", "current_context": "I now have a desk role with no sleeve restrictions.", "why_old_basis_expired": "Avoiding sleeved outer layers is no longer required by my work setting." }, "affected_old_preference": "I prefer a sleeveless outer layer.", "new_preference": "I prefer a hooded outer layer.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "inner top color", "expected_user_reply": "I prefer a white inner top.", "matching_answer_labels": [ "B", "C", "D", "E" ] }, { "label": "B", "feature": "visible pendant necklace", "expected_user_reply": "I prefer a visible pendant necklace.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "C", "feature": "outermost garment color", "expected_user_reply": "I prefer a dark outermost garment.", "matching_answer_labels": [ "C", "E" ] }, { "label": "D", "feature": "visible front closures", "expected_user_reply": "I prefer visible front buttons.", "matching_answer_labels": [ "B", "D", "E" ] }, { "label": "E", "feature": "outer-layer style", "expected_user_reply": "I prefer a hooded outer layer.", "matching_answer_labels": [ "E" ] }, { "label": "F", "feature": "outermost garment pattern", "expected_user_reply": "I prefer a solid-colored outermost garment.", "matching_answer_labels": [ "A", "D", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:30:02.728970+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862462+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the blogger puts on a black fur-collared long down coat, now that you have moved from equipment work to a desk role with no sleeve restrictions, tell me which of all outfits shown so far suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/43_KACjd7Z9oaI/43_KACjd7Z9oaI.mp4", "duration_s": 474.64, "width": 1920, "height": 1080, "fps": { "num": 25, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000044", "source": { "dataset": "YouTube", "video_id": "44_WgDewOLj5-Y", "filename": "44_WgDewOLj5-Y.mp4", "url": null, "input_filename": "44_WgDewOLj5-Y.mp4" }, "media": { "uri": "cases/UPC_000044/video.mp4", "duration_s": 518.7182, "width": 1920, "height": 1080, "frame_count": 31122, "fps": { "num": 60000, "den": 1001, "value": 59.94005994005994 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000044_turn_000001", "query": { "text": "When the Koala's March package card appears, now that you work from home instead of commuting daily, tell me which snack shown so far suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 159.693 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 138.405, "start_frame": 0, "end_frame": 8296 }, "answering": { "start_s": 138.405, "end_s": 146.697, "start_frame": 8296, "end_frame": 8793 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which visible snack color do you currently find most appealing?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What visible surface texture do you currently prefer in a snack?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer snacks with visible chocolate-colored coating?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Should your snack be shown packaged, or without visible retail packaging?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you prefer seeing many snack pieces rather than one piece?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you prefer snack presentations without visible animal illustrations?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "d4a5f257-2a71-42fc-ba3b-1421e672d981", "text": "Clear bag of individually wrapped red Garden Lucky Candy pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "cdadce58-d591-4d57-a47b-b15d38d7a6e0", "text": "Red Pocky carton showing chocolate-coated golden biscuit sticks.", "entity_ids": [], "target_view_id": null }, { "option_id": "649d48ec-d7c5-4464-ba36-f8bd412746ed", "text": "Clear bag filled with pale Korean rice cracker pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "e33decd6-0841-44b1-90eb-374f5a4d17a1", "text": "Long green Gummy Choco Muscat tube with grape and chocolate graphics.", "entity_ids": [], "target_view_id": null }, { "option_id": "28c1b3aa-82db-4d59-8788-fd598bfc733f", "text": "Unpackaged golden block formed from many flaky pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "6dea1423-18d9-4012-8828-b2d648521176", "text": "Red Meiji Yan Yan cup showing chocolate-coated biscuit sticks.", "entity_ids": [], "target_view_id": null }, { "option_id": "deb9fc40-8f74-4f53-a708-51a4dc14b664", "text": "Green Koala's March carton with koalas and filled cookies.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "28c1b3aa-82db-4d59-8788-fd598bfc733f", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer snacks shown without visible retail packaging.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "44_WgDewOLj5-Y:stale_preference:000:2d809a06", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the Koala's March package card appears, now that you work from home instead of commuting daily, tell me which snack shown so far suits you best?", "historical_preference": "I prefer snacks in clear bags containing individually wrapped pieces.\nMy daily commute previously made individually wrapped snacks my preferred presentation; I now work from home instead of commuting daily.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 159.693, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000044/evidence/turn_000001/option_001.jpg", "cases/UPC_000044/evidence/turn_000001/option_002.jpg", "cases/UPC_000044/evidence/turn_000001/option_003.jpg", "cases/UPC_000044/evidence/turn_000001/option_004.jpg", "cases/UPC_000044/evidence/turn_000001/option_005.jpg", "cases/UPC_000044/evidence/turn_000001/option_006.jpg", "cases/UPC_000044/evidence/turn_000001/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现考拉饼干（Koala's March）的包装图卡时，告诉我目前出现的所有零食哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "沙琪玛 Sachima" }, "wrong_answer": { "text": "Lucky Candy" }, "answer_options": [ { "id": "d4a5f257-2a71-42fc-ba3b-1421e672d981", "text": "Lucky Candy" }, { "id": "cdadce58-d591-4d57-a47b-b15d38d7a6e0", "text": "Pocky巧克力棒", "image_filename": "44_WgDewOLj5-Y_t17.2s_Pocky巧克力棒.jpg" }, { "id": "649d48ec-d7c5-4464-ba36-f8bd412746ed", "text": "Wang牌米饼", "image_filename": "44_WgDewOLj5-Y_t33.2s_Wang牌米饼.jpg" }, { "id": "e33decd6-0841-44b1-90eb-374f5a4d17a1", "text": "Gummy Choco" }, { "id": "28c1b3aa-82db-4d59-8788-fd598bfc733f", "text": "沙琪玛 Sachima", "image_filename": "44_WgDewOLj5-Y_t86.7s_沙琪玛 Sachima.jpg" }, { "id": "6dea1423-18d9-4012-8828-b2d648521176", "text": "Yan Yan蘸酱饼干棒", "image_filename": "44_WgDewOLj5-Y_t109.2s_Yan Yan蘸酱饼干棒.jpg" }, { "id": "deb9fc40-8f74-4f53-a708-51a4dc14b664", "text": "考拉饼干Lotte", "image_filename": "44_WgDewOLj5-Y_t139.2s_考拉饼干Lotte.jpg" } ] } }, "preference_change_context": { "past_context": "My daily commute previously made individually wrapped snacks my preferred presentation.", "current_context": "I now work from home instead of commuting daily.", "why_old_basis_expired": "Working from home removes the commuting circumstance behind my packaging preference." }, "affected_old_preference": "I prefer snacks in clear bags containing individually wrapped pieces.", "new_preference": "I prefer snacks shown without visible retail packaging.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible snack color", "expected_user_reply": "I prefer golden or pale-yellow snack surfaces.", "matching_answer_labels": [ "B", "C", "E", "F", "G" ] }, { "label": "B", "feature": "visible surface texture", "expected_user_reply": "I prefer a bumpy or uneven-looking surface.", "matching_answer_labels": [ "C", "E" ] }, { "label": "C", "feature": "visible chocolate-colored coating", "expected_user_reply": "I prefer no visible chocolate-colored coating.", "matching_answer_labels": [ "A", "C", "E", "G" ] }, { "label": "D", "feature": "visible retail packaging presentation", "expected_user_reply": "I prefer snacks shown without visible retail packaging.", "matching_answer_labels": [ "E" ] }, { "label": "E", "feature": "visible number of snack pieces", "expected_user_reply": "I prefer seeing many visible snack pieces.", "matching_answer_labels": [ "B", "C", "E", "F", "G" ] }, { "label": "F", "feature": "visible animal illustrations", "expected_user_reply": "I prefer presentations without visible animal illustrations.", "matching_answer_labels": [ "A", "B", "C", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:30:21.630303+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862468+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the Koala's March package card appears, now that you work from home instead of commuting daily, tell me which snack shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000044_turn_000002", "query": { "text": "When a package card for Nongshim Shrimp Crackers appears, now that you are stocking an adult office break room instead of a children's event, tell me which of all the snacks shown currently suits you best?", "language": "en" }, "query_time_s": 159.693, "time_range": { "start_s": 159.693, "end_s": 385.068 }, "windows": { "waiting": null, "asking": { "start_s": 159.693, "end_s": 312.095, "start_frame": 9572, "end_frame": 18707 }, "answering": { "start_s": 312.095, "end_s": 319.703, "start_frame": 18707, "end_frame": 19163 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which package illustration do you currently prefer: watermelon, characters, or snacks?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which dominant package color do you currently prefer: green, red, or white?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which package shape do you currently prefer: rectangular, square, or irregular?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which text language do you currently prefer on the package front?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer packages with a clearly printed net weight?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which headline lettering color do you currently prefer: blue, yellow, or black?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "39b77c30-4da5-4c9c-bcbc-72d23ba6106a", "text": "Red-and-green pouch with cartoon child and visible round snacks.", "entity_ids": [], "target_view_id": null }, { "option_id": "60108e93-ca25-4c1c-8208-acbff4fd68f5", "text": "Green Hi-Chew watermelon candy package with watermelon slice.", "entity_ids": [], "target_view_id": null }, { "option_id": "0b02b466-b159-4137-8793-79984292dfe5", "text": "White-and-brown T&T sesame biscuit egg roll box.", "entity_ids": [], "target_view_id": null }, { "option_id": "3f11983f-0692-40f1-bafa-20ac053a6a67", "text": "Clear Want Want Senbei rice cracker bag with red trim.", "entity_ids": [], "target_view_id": null }, { "option_id": "e8acae13-d7e5-4a5a-a20b-89732cd3ca04", "text": "White Paldo roasted seaweed packet with stacked dark sheets.", "entity_ids": [], "target_view_id": null }, { "option_id": "685e2138-ca34-40bd-b67b-22c532c5adda", "text": "Green Hot Wasabi Peas pouch covered in pea imagery.", "entity_ids": [], "target_view_id": null }, { "option_id": "7cfa82d9-bdef-46e5-8bb5-6c659c7a473c", "text": "Red Nongshim Shrimp Flavored Cracker bag with shrimp graphic.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "60108e93-ca25-4c1c-8208-acbff4fd68f5", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer packaging with prominent watermelon imagery.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "44_WgDewOLj5-Y:stale_preference:001:ac7fbdb8", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When a package card for Nongshim Shrimp Crackers appears, now that you are stocking an adult office break room instead of a children's event, tell me which of all the snacks shown currently suits you best?", "historical_preference": "I preferred packaging featuring a large central full-body cartoon person.\nI previously selected snacks for children's events and favored prominent cartoon-person artwork; I am now stocking an adult office break room instead of a children's event.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 159.693, "original_segment_end_s": 385.068, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000044/evidence/turn_000002/option_001.jpg", "cases/UPC_000044/evidence/turn_000002/option_002.jpg", "cases/UPC_000044/evidence/turn_000002/option_003.jpg", "cases/UPC_000044/evidence/turn_000002/option_004.jpg", "cases/UPC_000044/evidence/turn_000002/option_005.jpg", "cases/UPC_000044/evidence/turn_000002/option_006.jpg", "cases/UPC_000044/evidence/turn_000002/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现农心虾条（Shrimp crackers）的包装图卡时，告诉我目前出现的所有零食哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "Hi-Chew西瓜软糖" }, "wrong_answer": { "text": "旺仔小馒头" }, "answer_options": [ { "id": "39b77c30-4da5-4c9c-bcbc-72d23ba6106a", "text": "旺仔小馒头", "image_filename": "44_WgDewOLj5-Y_t160.2s_旺仔小馒头.jpg" }, { "id": "60108e93-ca25-4c1c-8208-acbff4fd68f5", "text": "Hi-Chew西瓜软糖", "image_filename": "44_WgDewOLj5-Y_t205.7s_Hi-Chew西瓜软糖.jpg" }, { "id": "0b02b466-b159-4137-8793-79984292dfe5", "text": "T&T芝麻蛋卷", "image_filename": "44_WgDewOLj5-Y_t237.2s_T&T芝麻蛋卷.jpg" }, { "id": "3f11983f-0692-40f1-bafa-20ac053a6a67", "text": "旺旺仙贝", "image_filename": "44_WgDewOLj5-Y_t293.2s_旺旺仙贝.jpg" }, { "id": "e8acae13-d7e5-4a5a-a20b-89732cd3ca04", "text": "八道烤海苔", "image_filename": "44_WgDewOLj5-Y_t300.0s_八道烤海苔.jpg" }, { "id": "685e2138-ca34-40bd-b67b-22c532c5adda", "text": "芥末青豆Wasabi", "image_filename": "44_WgDewOLj5-Y_t303.2s_芥末青豆Wasabi.jpg" }, { "id": "7cfa82d9-bdef-46e5-8bb5-6c659c7a473c", "text": "农心虾条Shrimp", "image_filename": "44_WgDewOLj5-Y_t312.7s_农心虾条Shrimp.jpg" } ] } }, "preference_change_context": { "past_context": "I previously selected snacks for children's events and favored prominent cartoon-person artwork.", "current_context": "I am now stocking an adult office break room instead of a children's event.", "why_old_basis_expired": "The adult workplace occasion removes the former child-focused reason for cartoon-person packaging." }, "affected_old_preference": "I preferred packaging featuring a large central full-body cartoon person.", "new_preference": "I prefer packaging with prominent watermelon imagery.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "B" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "package illustration subject", "expected_user_reply": "I prefer packaging with prominent watermelon imagery.", "matching_answer_labels": [ "B" ] }, { "label": "B", "feature": "dominant package color", "expected_user_reply": "I prefer green-dominant packaging.", "matching_answer_labels": [ "B", "F" ] }, { "label": "C", "feature": "package shape", "expected_user_reply": "I prefer rectangular packaging.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "D", "feature": "visible text language", "expected_user_reply": "I prefer visible English text.", "matching_answer_labels": [ "B", "C", "D", "E", "F", "G" ] }, { "label": "E", "feature": "printed net weight", "expected_user_reply": "I prefer a clearly printed net weight.", "matching_answer_labels": [ "B", "C", "D", "E", "F", "G" ] }, { "label": "F", "feature": "headline lettering color", "expected_user_reply": "I prefer blue headline lettering.", "matching_answer_labels": [ "B", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:30:28.532202+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862475+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a package card for Nongshim Shrimp Crackers appears, now that you are stocking an adult office break room instead of a children's event, tell me which of all the snacks shown currently suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000044_turn_000003", "query": { "text": "When the Salted Egg Fish Skin package card appears, now that you have moved to a home with a brightly lit pantry, tell me which of all the snacks currently shown best suits you?", "language": "en" }, "query_time_s": 385.068, "time_range": { "start_s": 385.068, "end_s": 518.702 }, "windows": { "waiting": null, "asking": { "start_s": 385.068, "end_s": 508.992, "start_frame": 23081, "end_frame": 30509 }, "answering": { "start_s": 508.992, "end_s": 515.699, "start_frame": 30509, "end_frame": 30911 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer flexible pouches or rigid box packaging?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What style of decorative package border do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which package color do you currently prefer: yellow, blue, or green?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What visible snack-piece shape do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer packaging that displays a printed weight?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer glossy or matte-looking package material?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "8768c8cc-5046-41e7-a84b-987b05ad0bef", "text": "Yellow Calbee bag with dark red panels and chicken-and-stick imagery.", "entity_ids": [], "target_view_id": null }, { "option_id": "d2d6f3bd-6e21-4e40-8439-bf2ab34d9fea", "text": "Black-and-turquoise Calbee bag reading “HOT & SPICY,” with round chips.", "entity_ids": [], "target_view_id": null }, { "option_id": "fc4a2c06-9676-41b6-b47a-71c5d8ec2c61", "text": "Red “Crispy Ramen Snack” bag with two cartoon characters.", "entity_ids": [], "target_view_id": null }, { "option_id": "26af1702-3bc5-4408-bbcb-65dafdc9e3bd", "text": "Clear fish-snack pouch with blue wave border and beige strips.", "entity_ids": [], "target_view_id": null }, { "option_id": "06e44164-2e63-4b8e-a90c-886cca969cf1", "text": "Green PRETZ box displaying numerous thin brown sticks.", "entity_ids": [], "target_view_id": null }, { "option_id": "bc1b76ec-490c-4e17-b64b-036a50cea97a", "text": "Bright green “Prawn Crackers” bag showing pale oval crackers.", "entity_ids": [], "target_view_id": null }, { "option_id": "024ef033-ce65-4891-a84a-56c2e76ad308", "text": "Brown-orange “Salted Egg Fish Skin” resealable pouch with egg graphic.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "26af1702-3bc5-4408-bbcb-65dafdc9e3bd", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer blue packaging.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "44_WgDewOLj5-Y:stale_preference:002:8f4f3ab0", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the Salted Egg Fish Skin package card appears, now that you have moved to a home with a brightly lit pantry, tell me which of all the snacks currently shown best suits you?", "historical_preference": "I preferred yellow packaging.\nMy former dim pantry made yellow packaging easier for me to spot; I have moved to a home with a brightly lit pantry.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 385.068, "original_segment_end_s": 518.702, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000044/evidence/turn_000003/option_001.jpg", "cases/UPC_000044/evidence/turn_000003/option_002.jpg", "cases/UPC_000044/evidence/turn_000003/option_003.jpg", "cases/UPC_000044/evidence/turn_000003/option_004.jpg", "cases/UPC_000044/evidence/turn_000003/option_005.jpg", "cases/UPC_000044/evidence/turn_000003/option_006.jpg", "cases/UPC_000044/evidence/turn_000003/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现咸蛋鱼皮（Salted egg fish skin）的包装图卡时，告诉我目前出现的所有零食哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "海味鱼条Fish" }, "wrong_answer": { "text": "卡乐比蜂蜜鸡味薯片" }, "answer_options": [ { "id": "8768c8cc-5046-41e7-a84b-987b05ad0bef", "text": "卡乐比蜂蜜鸡味薯片", "image_filename": "44_WgDewOLj5-Y_t385.7s_卡乐比蜂蜜鸡味薯片.jpg" }, { "id": "d2d6f3bd-6e21-4e40-8439-bf2ab34d9fea", "text": "卡乐比热浪香辣薯片", "image_filename": "44_WgDewOLj5-Y_t394.2s_卡乐比热浪香辣薯片.jpg" }, { "id": "fc4a2c06-9676-41b6-b47a-71c5d8ec2c61", "text": "童星点心面辣味", "image_filename": "44_WgDewOLj5-Y_t414.2s_童星点心面辣味.jpg" }, { "id": "26af1702-3bc5-4408-bbcb-65dafdc9e3bd", "text": "海味鱼条Fish", "image_filename": "44_WgDewOLj5-Y_t443.2s_海味鱼条Fish.jpg" }, { "id": "06e44164-2e63-4b8e-a90c-886cca969cf1", "text": "Pretz沙拉饼干棒", "image_filename": "44_WgDewOLj5-Y_t473.7s_Pretz沙拉饼干棒.jpg" }, { "id": "bc1b76ec-490c-4e17-b64b-036a50cea97a", "text": "Sa Da虾片", "image_filename": "44_WgDewOLj5-Y_t492.2s_Sa Da虾片.jpg" }, { "id": "024ef033-ce65-4891-a84a-56c2e76ad308", "text": "Crusty's咸蛋鱼皮", "image_filename": "44_WgDewOLj5-Y_t509.7s_Crusty's咸蛋鱼皮.jpg" } ] } }, "preference_change_context": { "past_context": "My former dim pantry made yellow packaging easier for me to spot.", "current_context": "I have moved to a home with a brightly lit pantry.", "why_old_basis_expired": "The brighter pantry removes my former visibility-based reason for favoring yellow packaging." }, "affected_old_preference": "I preferred yellow packaging.", "new_preference": "I currently prefer blue packaging.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "package structure", "expected_user_reply": "I currently prefer flexible pouches.", "matching_answer_labels": [ "A", "B", "C", "D", "F", "G" ] }, { "label": "B", "feature": "decorative border style", "expected_user_reply": "I currently prefer decorative package borders.", "matching_answer_labels": [ "B", "D", "G" ] }, { "label": "C", "feature": "dominant package color", "expected_user_reply": "I currently prefer blue packaging.", "matching_answer_labels": [ "D" ] }, { "label": "D", "feature": "visible snack-piece shape", "expected_user_reply": "I currently prefer long, thin snack pieces.", "matching_answer_labels": [ "A", "C", "D", "E" ] }, { "label": "E", "feature": "printed weight display", "expected_user_reply": "I currently prefer packaging with a printed weight.", "matching_answer_labels": [ "A", "B", "C", "D" ] }, { "label": "F", "feature": "package material appearance", "expected_user_reply": "I currently prefer glossy-looking packaging.", "matching_answer_labels": [ "A", "B", "C", "D", "F", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:32:06.095958+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862482+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the Salted Egg Fish Skin package card appears, now that you have moved to a home with a brightly lit pantry, tell me which of all the snacks currently shown best suits you?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/44_WgDewOLj5-Y/44_WgDewOLj5-Y.mp4", "duration_s": 518.7182, "width": 1920, "height": 1080, "fps": { "num": 60000, "den": 1001 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000045", "source": { "dataset": "YouTube", "video_id": "45_rmhmIurE2Xk", "filename": "45_rmhmIurE2Xk.mp4", "url": null, "input_filename": "45_rmhmIurE2Xk.mp4" }, "media": { "uri": "cases/UPC_000045/video.mp4", "duration_s": 494.861033, "width": 1920, "height": 1080, "frame_count": 14896, "fps": { "num": 30000, "den": 1001, "value": 29.97002997002997 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000045_turn_000001", "query": { "text": "When the large pink watermelon Kuai Kuai package appears above the rankings, now that you have joined a new office team, tell me which currently shown Kuai Kuai flavor suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 138.705 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 118.986, "start_frame": 0, "end_frame": 3566 }, "answering": { "start_s": 118.986, "end_s": 135.302, "start_frame": 3566, "end_frame": 4055 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What dominant package color do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer packaging with a smiling cartoon character?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer bold English lettering on the package?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What overall snack-bag shape do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer packages displaying a circular percentage badge?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which pictured fruit flavor do you currently prefer?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "0698a71e-41a9-474e-8cc5-f3df69960996", "text": "Dusty-pink bag with gac fruit imagery and smiling cartoon mascot.", "entity_ids": [], "target_view_id": null }, { "option_id": "47383a02-b9d5-4108-86b0-b6e855dcd021", "text": "Pink bag with peaches and two smiling cartoon characters.", "entity_ids": [], "target_view_id": null }, { "option_id": "8f1beae6-73ec-4e50-8562-23ce96245ae8", "text": "Tan bag with assorted green citrus and cartoon characters.", "entity_ids": [], "target_view_id": null }, { "option_id": "4058ebdd-7bc5-4438-8fa5-e431a4e74731", "text": "Bright-yellow bag with mango imagery and waving cartoon mascot.", "entity_ids": [], "target_view_id": null }, { "option_id": "0f568e24-a6d1-4362-8776-2aa8057a4a2d", "text": "Bright-yellow BANANA bag featuring a photographed man and small mascot.", "entity_ids": [], "target_view_id": null }, { "option_id": "db5d2488-b920-4043-bcd4-cec5f1799a2f", "text": "Light-green bag with custard apples and waving cartoon mascot.", "entity_ids": [], "target_view_id": null }, { "option_id": "b937c630-13e4-4fc5-bda9-126e6dc000ac", "text": "Pink-and-green bag with strawberries and two cartoon characters.", "entity_ids": [], "target_view_id": null }, { "option_id": "53485ef0-90c6-4c7f-b004-2de9866d952e", "text": "Purple KYOHO GRAPE bag with grape clusters and cartoon mascot.", "entity_ids": [], "target_view_id": null }, { "option_id": "9e66470f-8092-4700-89ce-758df4f95857", "text": "Pink watermelon-themed bag with large smiling cartoon mascot.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "0f568e24-a6d1-4362-8776-2aa8057a4a2d", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer banana flavor.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "45_rmhmIurE2Xk:stale_preference:000:64e323da", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the large pink watermelon Kuai Kuai package appears above the rankings, now that you have joined a new office team, tell me which currently shown Kuai Kuai flavor suits you best?", "historical_preference": "I needed gac fruit flavor for that group.\nI previously bought snacks for a tasting group that requested gac fruit flavor; I have joined a new office team with different participants.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 138.705, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000045/evidence/turn_000001/option_001.jpg", "cases/UPC_000045/evidence/turn_000001/option_002.jpg", "cases/UPC_000045/evidence/turn_000001/option_003.jpg", "cases/UPC_000045/evidence/turn_000001/option_004.jpg", "cases/UPC_000045/evidence/turn_000001/option_005.jpg", "cases/UPC_000045/evidence/turn_000001/option_006.jpg", "cases/UPC_000045/evidence/turn_000001/option_007.jpg", "cases/UPC_000045/evidence/turn_000001/option_008.jpg", "cases/UPC_000045/evidence/turn_000001/option_009.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当粉红色的西瓜乖乖包装大图出现在排行榜上方时，告诉我目前出现的所有乖乖口味哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "旗山香蕉" }, "wrong_answer": { "text": "太阳农场木鳖果" }, "answer_options": [ { "id": "0698a71e-41a9-474e-8cc5-f3df69960996", "text": "太阳农场木鳖果", "image_filename": "45_rmhmIurE2Xk_t0.8s_太陽農場木鱉果.jpg" }, { "id": "47383a02-b9d5-4108-86b0-b6e855dcd021", "text": "复兴水蜜桃", "image_filename": "45_rmhmIurE2Xk_t21.6s_復興水蜜桃.jpg" }, { "id": "8f1beae6-73ec-4e50-8562-23ce96245ae8", "text": "复兴砂糖橘", "image_filename": "45_rmhmIurE2Xk_t33.6s_復興砂糖橘.jpg" }, { "id": "4058ebdd-7bc5-4438-8fa5-e431a4e74731", "text": "台东夏雪芒果", "image_filename": "45_rmhmIurE2Xk_t42.6s_台東夏雪芒果.jpg" }, { "id": "0f568e24-a6d1-4362-8776-2aa8057a4a2d", "text": "旗山香蕉", "image_filename": "45_rmhmIurE2Xk_t53.6s_旗山香蕉.jpg" }, { "id": "db5d2488-b920-4043-bcd4-cec5f1799a2f", "text": "台东释迦凤梨", "image_filename": "45_rmhmIurE2Xk_t79.6s_台東釋迦鳳梨.jpg" }, { "id": "b937c630-13e4-4fc5-bda9-126e6dc000ac", "text": "大湖草莓", "image_filename": "45_rmhmIurE2Xk_t90.6s_大湖草莓.jpg" }, { "id": "53485ef0-90c6-4c7f-b004-2de9866d952e", "text": "溪湖巨峰葡萄", "image_filename": "45_rmhmIurE2Xk_t103.6s_溪湖巨峰葡萄.jpg" }, { "id": "9e66470f-8092-4700-89ce-758df4f95857", "text": "寿丰西瓜", "image_filename": "45_rmhmIurE2Xk_t119.8s_壽豐西瓜.jpg" } ] } }, "preference_change_context": { "past_context": "I previously bought snacks for a tasting group that requested gac fruit flavor.", "current_context": "I have joined a new office team with different participants.", "why_old_basis_expired": "The former group's flavor requirement does not apply to the new team." }, "affected_old_preference": "I needed gac fruit flavor for that group.", "new_preference": "I currently prefer banana flavor.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "dominant package color", "expected_user_reply": "I prefer bright-yellow packaging.", "matching_answer_labels": [ "D", "E" ] }, { "label": "B", "feature": "smiling cartoon character presence", "expected_user_reply": "I prefer packaging with a smiling cartoon character.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H", "I" ] }, { "label": "C", "feature": "bold English lettering", "expected_user_reply": "I prefer bold English fruit lettering.", "matching_answer_labels": [ "E", "H" ] }, { "label": "D", "feature": "overall snack-bag shape", "expected_user_reply": "I prefer a large upright pillow-shaped bag.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H", "I" ] }, { "label": "E", "feature": "circular percentage badge", "expected_user_reply": "I prefer packaging with a circular percentage badge.", "matching_answer_labels": [ "D", "E", "G" ] }, { "label": "F", "feature": "pictured fruit flavor", "expected_user_reply": "I currently prefer banana flavor.", "matching_answer_labels": [ "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:35:18.042749+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862486+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the large pink watermelon Kuai Kuai package appears above the rankings, now that you have joined a new office team, tell me which currently shown Kuai Kuai flavor suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000045_turn_000002", "query": { "text": "When comparison photos of four white bowls filled with the snacks appear, now that you have moved from a dim pantry to a brightly lit kitchen, tell me which currently shown variety best fits your preference?", "language": "en" }, "query_time_s": 138.705, "time_range": { "start_s": 138.705, "end_s": 227.394 }, "windows": { "waiting": null, "asking": { "start_s": 138.705, "end_s": 214.014, "start_frame": 4157, "end_frame": 6414 }, "answering": { "start_s": 214.014, "end_s": 218.685, "start_frame": 6414, "end_frame": 6554 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer packaging that prominently features the smiling mascot?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Would you prefer an illustrated outdoor setting rather than a plain background?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you prefer visible Chinese text across the package front?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Would you like the package to feature a visible cow illustration?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently want a glossy, flexible pillow-shaped snack bag?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What package color palette do you currently prefer among the visible choices?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "e30ba279-f80f-40c6-a253-f5e3ccdda228", "text": "Metallic pink-and-silver snack bag with black calligraphy and white circular graphic.", "entity_ids": [], "target_view_id": null }, { "option_id": "f26d5ac6-cb4e-428d-9622-a636e7acddf8", "text": "Deep red snack bag with tea glass, smiling mascot, leaf, and puff.", "entity_ids": [], "target_view_id": null }, { "option_id": "2d03a079-e5a6-4197-b9dd-492d29913b74", "text": "Lavender snack bag with cow, smiling mascot, green field, and angular building.", "entity_ids": [], "target_view_id": null }, { "option_id": "2da84a59-775d-46a2-8fb4-7a822ffffbdb", "text": "Pale gray snack bag with leafy tree, musical notes, and smiling mascot.", "entity_ids": [], "target_view_id": null }, { "option_id": "6d8c4cb1-1adf-410a-a31d-348d62f574b1", "text": "Cream snack bag with green lettering, bee mascot, and lemon graphic.", "entity_ids": [], "target_view_id": null }, { "option_id": "08271e20-ea0c-401e-8144-ce38316b4d9b", "text": "Bright green snack bag with smiling mascot and large white handwritten panel.", "entity_ids": [], "target_view_id": null }, { "option_id": "26353892-b0d3-4852-987e-97f88838dbcd", "text": "Multicolored snack bag with forest, smiling mascot, rice bowl, and bold lettering.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "2d03a079-e5a6-4197-b9dd-492d29913b74", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer lavender packaging.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "45_rmhmIurE2Xk:stale_preference:001:5c7fe289", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When comparison photos of four white bowls filled with the snacks appear, now that you have moved from a dim pantry to a brightly lit kitchen, tell me which currently shown variety best fits your preference?", "historical_preference": "I preferred pink-and-metallic-silver packaging.\nIn my dim pantry, I favored a pink-and-silver package for easier visual identification; I have moved from a dim pantry to a brightly lit kitchen.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 138.705, "original_segment_end_s": 227.394, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000045/evidence/turn_000002/option_001.jpg", "cases/UPC_000045/evidence/turn_000002/option_002.jpg", "cases/UPC_000045/evidence/turn_000002/option_003.jpg", "cases/UPC_000045/evidence/turn_000002/option_004.jpg", "cases/UPC_000045/evidence/turn_000002/option_005.jpg", "cases/UPC_000045/evidence/turn_000002/option_006.jpg", "cases/UPC_000045/evidence/turn_000002/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当四个白碗装着乖乖的对比照片出现时，告诉我目前出现的所有乖乖口味哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "东海牧场芋头牛奶" }, "wrong_answer": { "text": "初鹿牧场牛奶" }, "answer_options": [ { "id": "e30ba279-f80f-40c6-a253-f5e3ccdda228", "text": "初鹿牧场牛奶", "image_filename": "45_rmhmIurE2Xk_t139.6s_初鹿牧場牛奶.jpg" }, { "id": "f26d5ac6-cb4e-428d-9622-a636e7acddf8", "text": "太阳红乌龙茶", "image_filename": "45_rmhmIurE2Xk_t159.6s_太陽紅烏龍茶.jpg" }, { "id": "2d03a079-e5a6-4197-b9dd-492d29913b74", "text": "东海牧场芋头牛奶", "image_filename": "45_rmhmIurE2Xk_t169.6s_東海牧場芋頭牛奶.jpg" }, { "id": "2da84a59-775d-46a2-8fb4-7a822ffffbdb", "text": "池上焦糖玛奇朵", "image_filename": "45_rmhmIurE2Xk_t180.6s_池上焦糖瑪奇朵.jpg" }, { "id": "6d8c4cb1-1adf-410a-a31d-348d62f574b1", "text": "竹田蜂蜜柠檬", "image_filename": "45_rmhmIurE2Xk_t194.6s_竹田蜂蜜檸檬.jpg" }, { "id": "08271e20-ea0c-401e-8144-ce38316b4d9b", "text": "奶油椰子玉米脆条", "image_filename": "45_rmhmIurE2Xk_t199.6s_奶油椰子玉米脆條.jpg" }, { "id": "26353892-b0d3-4852-987e-97f88838dbcd", "text": "奶油椰子米乖乖", "image_filename": "45_rmhmIurE2Xk_t210.6s_奶油椰子米乖乖.jpg" } ] } }, "preference_change_context": { "past_context": "In my dim pantry, I favored a pink-and-silver package for easier visual identification.", "current_context": "I have moved from a dim pantry to a brightly lit kitchen.", "why_old_basis_expired": "The brighter kitchen removes the visibility reason for retaining my former package palette." }, "affected_old_preference": "I preferred pink-and-metallic-silver packaging.", "new_preference": "I now prefer lavender packaging.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "prominence of smiling mascot", "expected_user_reply": "I prefer the smiling mascot to be prominent.", "matching_answer_labels": [ "B", "C", "D", "E", "F", "G" ] }, { "label": "B", "feature": "illustrated outdoor setting", "expected_user_reply": "I prefer an illustrated outdoor setting.", "matching_answer_labels": [ "C", "D", "E", "G" ] }, { "label": "C", "feature": "visible Chinese text", "expected_user_reply": "I prefer visible Chinese text on the front.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "D", "feature": "visible cow illustration", "expected_user_reply": "I prefer a visible cow illustration.", "matching_answer_labels": [ "A", "C", "D", "G" ] }, { "label": "E", "feature": "flexible pillow-shaped package form", "expected_user_reply": "I prefer a glossy, flexible pillow-shaped bag.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "F", "feature": "package color palette", "expected_user_reply": "I now prefer lavender packaging.", "matching_answer_labels": [ "C" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:30:42.913042+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862490+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When comparison photos of four white bowls filled with the snacks appear, now that you have moved from a dim pantry to a brightly lit kitchen, tell me which currently shown variety best fits your preference?", "language": "en" } } } }, { "turn_id": "UPC_000045_turn_000003", "query": { "text": "When the large red chocolate-flavor Kuai Kuai package appears above the ranking, now that you have moved to a kitchen with bright transparent display shelving, tell me which of all the currently shown Kuai Kuai varieties suits you best?", "language": "en" }, "query_time_s": 227.394, "time_range": { "start_s": 227.394, "end_s": 307.908 }, "windows": { "waiting": null, "asking": { "start_s": 227.394, "end_s": 294.094, "start_frame": 6815, "end_frame": 8814 }, "answering": { "start_s": 294.094, "end_s": 305.105, "start_frame": 8814, "end_frame": 9144 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you prefer photographed food imagery rather than a cartoon mascot?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer a glossy or matte-looking snack bag?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you want prominent English wording visible on the package?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which pictured food colors do you currently prefer on the package?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Which package color do you currently prefer: light blue, burgundy-white, or another?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you prefer a white lower panel or one continuous color?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_e", "correct_option_ids": [ "ask_e" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "eaa8f2e6-5329-4d61-9615-e685c83a89b9", "text": "Light blue bag with black calligraphy, cow graphic, and red candy image.", "entity_ids": [], "target_view_id": null }, { "option_id": "a3f657ba-88ba-4c68-9c4a-1aa077cd4e3f", "text": "Burgundy-and-white \"Sweet Potato Balls\" bag with yellow and purple balls.", "entity_ids": [], "target_view_id": null }, { "option_id": "8024911c-89d1-4010-8020-50779092a2fd", "text": "Gray \"Classic Plum Wine\" bag showing bottle, glass, and green plums.", "entity_ids": [], "target_view_id": null }, { "option_id": "01e88007-6dc1-410e-b541-77f642fb200d", "text": "Black \"Coffee Liqueur & Cream Flavor\" bag with stemmed coffee drink.", "entity_ids": [], "target_view_id": null }, { "option_id": "ce2ad759-8bcc-4465-8db8-a7e0902599e9", "text": "Red-pink \"STRAWBERRY CREAM WITH WHISKY\" bag with glass and strawberries.", "entity_ids": [], "target_view_id": null }, { "option_id": "bd624ebd-f801-452a-a9b3-19ea868bdfc4", "text": "Yellow-and-white bag with blue-haired cartoon boy holding milk bottle.", "entity_ids": [], "target_view_id": null }, { "option_id": "d757709e-5313-4eb9-bc55-df63e7fbbfe9", "text": "Red-and-white chocolate bag with blue-haired cartoon boy and hearts.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "a3f657ba-88ba-4c68-9c4a-1aa077cd4e3f", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer burgundy-and-white packaging.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "45_rmhmIurE2Xk:stale_preference:002:51b9f2c5", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the large red chocolate-flavor Kuai Kuai package appears above the ranking, now that you have moved to a kitchen with bright transparent display shelving, tell me which of all the currently shown Kuai Kuai varieties suits you best?", "historical_preference": "I preferred light blue packaging.\nI previously stored snacks in a dim pantry, so I preferred light blue packaging for visibility; I have moved to a kitchen with bright transparent display shelving.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 227.394, "original_segment_end_s": 307.908, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000045/evidence/turn_000003/option_001.jpg", "cases/UPC_000045/evidence/turn_000003/option_002.jpg", "cases/UPC_000045/evidence/turn_000003/option_003.jpg", "cases/UPC_000045/evidence/turn_000003/option_004.jpg", "cases/UPC_000045/evidence/turn_000003/option_005.jpg", "cases/UPC_000045/evidence/turn_000003/option_006.jpg", "cases/UPC_000045/evidence/turn_000003/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当红色的巧克力口味乖乖包装大图出现在排行榜上方时，告诉我目前出现的所有乖乖口味哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "乖乖食堂地瓜球" }, "wrong_answer": { "text": "初鹿牧场焦糖牛奶" }, "answer_options": [ { "id": "eaa8f2e6-5329-4d61-9615-e685c83a89b9", "text": "初鹿牧场焦糖牛奶", "image_filename": "45_rmhmIurE2Xk_t228.2s_初鹿牧場焦糖牛奶.jpg" }, { "id": "a3f657ba-88ba-4c68-9c4a-1aa077cd4e3f", "text": "乖乖食堂地瓜球", "image_filename": "45_rmhmIurE2Xk_t237.6s_乖乖食堂地瓜球.jpg" }, { "id": "8024911c-89d1-4010-8020-50779092a2fd", "text": "大人的乖乖经典梅酒", "image_filename": "45_rmhmIurE2Xk_t252.6s_大人的乖乖經典梅酒.jpg" }, { "id": "01e88007-6dc1-410e-b541-77f642fb200d", "text": "大人的乖乖咖啡奶酒", "image_filename": "45_rmhmIurE2Xk_t268.6s_大人的乖乖咖啡奶酒.jpg" }, { "id": "ce2ad759-8bcc-4465-8db8-a7e0902599e9", "text": "大人的乖乖草莓奶酒", "image_filename": "45_rmhmIurE2Xk_t277.6s_大人的乖乖草莓奶酒.jpg" }, { "id": "bd624ebd-f801-452a-a9b3-19ea868bdfc4", "text": "造句包牛奶糖", "image_filename": "45_rmhmIurE2Xk_t286.6s_造句包牛奶糖.jpg" }, { "id": "d757709e-5313-4eb9-bc55-df63e7fbbfe9", "text": "造句包香浓巧克力", "image_filename": "45_rmhmIurE2Xk_t294.8s_造句包香濃巧克力.jpg" } ] } }, "preference_change_context": { "past_context": "I previously stored snacks in a dim pantry, so I preferred light blue packaging for visibility.", "current_context": "I have moved to a kitchen with bright transparent display shelving.", "why_old_basis_expired": "The bright display area removes the former low-light visibility constraint." }, "affected_old_preference": "I preferred light blue packaging.", "new_preference": "I now prefer burgundy-and-white packaging.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "B" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "package imagery style", "expected_user_reply": "I prefer photographed food imagery.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "B", "feature": "bag surface appearance", "expected_user_reply": "I prefer a glossy-looking bag.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "C", "feature": "prominent English wording", "expected_user_reply": "I prefer prominent English wording.", "matching_answer_labels": [ "B", "C", "D", "E" ] }, { "label": "D", "feature": "pictured food color", "expected_user_reply": "I prefer yellow food imagery.", "matching_answer_labels": [ "B", "F" ] }, { "label": "E", "feature": "package color", "expected_user_reply": "I now prefer burgundy-and-white packaging.", "matching_answer_labels": [ "B" ] }, { "label": "F", "feature": "lower-panel color blocking", "expected_user_reply": "I prefer a white lower panel.", "matching_answer_labels": [ "B", "F", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:33:58.708321+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862494+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the large red chocolate-flavor Kuai Kuai package appears above the ranking, now that you have moved to a kitchen with bright transparent display shelving, tell me which of all the currently shown Kuai Kuai varieties suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000045_turn_000004", "query": { "text": "When the large image of the blue mullet roe Kuai Kuai package appears above the rankings, now that you have moved from a dim basement apartment to a well-lit home, tell me which of all the currently shown Kuai Kuai varieties suits you best?", "language": "en" }, "query_time_s": 307.908, "time_range": { "start_s": 307.908, "end_s": 406.306 }, "windows": { "waiting": null, "asking": { "start_s": 307.908, "end_s": 399.599, "start_frame": 9228, "end_frame": 11976 }, "answering": { "start_s": 399.599, "end_s": 406.306, "start_frame": 11976, "end_frame": 12177 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer packaging featuring a cartoon human character?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer glossy plastic bags rather than boxes?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer packages with prominent Chinese lettering?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which dominant package color do you currently prefer: yellow, green, or blue?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer packages displaying visible plants or greenery?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer characters wearing clearly visible blue clothing?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "c0b90f8f-b027-49b9-85de-5f31ae4772e0", "text": "Yellow-and-silver bag with oversized Chinese calligraphy and circular emblem.", "entity_ids": [], "target_view_id": null }, { "option_id": "ce002d6c-6043-4bc9-9f45-4246e30b0ece", "text": "Light-blue illustrated bag with smiling bicyclist, train, hills, and flowers.", "entity_ids": [], "target_view_id": null }, { "option_id": "a2cfe9ff-2c40-4cf2-bfd8-0d132ea664de", "text": "Aqua bag with yacht, dolphins, island, and coral reef scene.", "entity_ids": [], "target_view_id": null }, { "option_id": "7f2ae52e-23e7-4142-9dee-78999f815f53", "text": "Green herb-covered bag reading “Coriander,” with cartoon archer.", "entity_ids": [], "target_view_id": null }, { "option_id": "d92ed80b-dfe0-4022-b516-42bc29a8f524", "text": "Pale illustrated bag with windmill, cartoon figure, and food photograph.", "entity_ids": [], "target_view_id": null }, { "option_id": "8e3d477a-9a18-4444-871f-f193f397e7bb", "text": "Dark-blue bag with large white lettering, boat, and orange food image.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "7f2ae52e-23e7-4142-9dee-78999f815f53", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer predominantly green packaging.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "45_rmhmIurE2Xk:stale_preference:003:24d946f4", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 3, "canonical_question": "When the large image of the blue mullet roe Kuai Kuai package appears above the rankings, now that you have moved from a dim basement apartment to a well-lit home, tell me which of all the currently shown Kuai Kuai varieties suits you best?", "historical_preference": "I prefer predominantly yellow packaging.\nIn my dim basement apartment, I preferred predominantly yellow packaging for visibility; I have moved from a dim basement apartment to a well-lit home.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 307.908, "original_segment_end_s": 406.306, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000045/evidence/turn_000004/option_001.jpg", "cases/UPC_000045/evidence/turn_000004/option_002.jpg", "cases/UPC_000045/evidence/turn_000004/option_003.jpg", "cases/UPC_000045/evidence/turn_000004/option_004.jpg", "cases/UPC_000045/evidence/turn_000004/option_005.jpg", "cases/UPC_000045/evidence/turn_000004/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当蓝色的乌鱼子乖乖包装大图出现在排行榜上方时，告诉我目前出现的所有乖乖口味哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "北斗香菜" }, "wrong_answer": { "text": "初鹿香蒜奶油起司" }, "answer_options": [ { "id": "c0b90f8f-b027-49b9-85de-5f31ae4772e0", "text": "初鹿香蒜奶油起司", "image_filename": "45_rmhmIurE2Xk_t308.8s_初鹿香蒜奶油起司.jpg" }, { "id": "ce002d6c-6043-4bc9-9f45-4246e30b0ece", "text": "关庙五香", "image_filename": "45_rmhmIurE2Xk_t331.6s_關廟五香.jpg" }, { "id": "a2cfe9ff-2c40-4cf2-bfd8-0d132ea664de", "text": "头城樱花虾", "image_filename": "45_rmhmIurE2Xk_t340.6s_頭城櫻花蝦.jpg" }, { "id": "7f2ae52e-23e7-4142-9dee-78999f815f53", "text": "北斗香菜", "image_filename": "45_rmhmIurE2Xk_t352.6s_北斗香菜.jpg" }, { "id": "d92ed80b-dfe0-4022-b516-42bc29a8f524", "text": "寿丰火葱石板烤肉", "image_filename": "45_rmhmIurE2Xk_t375.6s_壽豐火蔥石板烤肉.jpg" }, { "id": "8e3d477a-9a18-4444-871f-f193f397e7bb", "text": "枋寮乌鱼子", "image_filename": "45_rmhmIurE2Xk_t400.5s_枋寮烏魚子.jpg" } ] } }, "preference_change_context": { "past_context": "In my dim basement apartment, I preferred predominantly yellow packaging for visibility.", "current_context": "I have moved from a dim basement apartment to a well-lit home.", "why_old_basis_expired": "The brighter lighting removes my practical reason for prioritizing yellow packaging." }, "affected_old_preference": "I prefer predominantly yellow packaging.", "new_preference": "I prefer predominantly green packaging.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "cartoon human character", "expected_user_reply": "I prefer packaging with a cartoon human character.", "matching_answer_labels": [ "B", "D", "E", "F" ] }, { "label": "B", "feature": "glossy plastic bag format", "expected_user_reply": "I prefer glossy plastic bag packaging.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "C", "feature": "prominent Chinese lettering", "expected_user_reply": "I prefer prominent Chinese lettering.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "D", "feature": "dominant package color", "expected_user_reply": "I prefer predominantly green packaging.", "matching_answer_labels": [ "D" ] }, { "label": "E", "feature": "visible plants or greenery", "expected_user_reply": "I prefer packages displaying plants or greenery.", "matching_answer_labels": [ "B", "C", "D", "E", "F" ] }, { "label": "F", "feature": "blue clothing on illustrated characters", "expected_user_reply": "I prefer characters wearing visible blue clothing.", "matching_answer_labels": [ "D", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:30:48.315034+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862498+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the large image of the blue mullet roe Kuai Kuai package appears above the rankings, now that you have moved from a dim basement apartment to a well-lit home, tell me which of all the currently shown Kuai Kuai varieties suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000045_turn_000005", "query": { "text": "When the large image of the white package with red lettering for the spicy Kuai Kuai flavor appears above the rankings, now that you no longer share snacks with your former roommate, tell me which of all the currently shown Kuai Kuai flavors best suits you?", "language": "en" }, "query_time_s": 406.306, "time_range": { "start_s": 406.306, "end_s": 491.791 }, "windows": { "waiting": null, "asking": { "start_s": 406.306, "end_s": 483.717, "start_frame": 12177, "end_frame": 14497 }, "answering": { "start_s": 483.717, "end_s": 491.791, "start_frame": 14497, "end_frame": 14739 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer packaging without the blue-haired cartoon mascot?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which flavor type do you currently prefer: shrimp, seaweed, chicken, or spicy?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer packaging featuring a prominent food photograph?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer packages with a prominent navy-blue panel?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer packages with prominent English flavor wording?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer a large circular emblem centered on packaging?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "a0015c48-b0de-4803-ad04-95cfbe9a6ade", "text": "White bag with orange shrimp mascot and blue-haired cartoon boy.", "entity_ids": [], "target_view_id": null }, { "option_id": "44a0d3e3-d218-4a52-a25e-218dfe101a0c", "text": "Teal-and-navy bag with submarine, seaweed plates, and cartoon boy.", "entity_ids": [], "target_view_id": null }, { "option_id": "6269ba58-dbfa-4b12-bc8d-1815639b38d8", "text": "Navy bag labeled “Hua Tiao Chicken Noodles Flavor,” beneath food photograph.", "entity_ids": [], "target_view_id": null }, { "option_id": "81bcfa81-a336-4632-bc34-9c316b26d84b", "text": "Green bag with mountain landscape, red circle, train, and plated meat.", "entity_ids": [], "target_view_id": null }, { "option_id": "0787f686-6dd8-482a-a4a2-be1475589939", "text": "Purple-and-green bag labeled “Peanut Cilantro Ice Cream Roll.”", "entity_ids": [], "target_view_id": null }, { "option_id": "7d17caa7-f953-4f31-a4b0-11a55dcbf34b", "text": "Peach-and-white spicy bag with chili peppers and cartoon boy.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "6269ba58-dbfa-4b12-bc8d-1815639b38d8", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer a chicken-based flavor.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "45_rmhmIurE2Xk:stale_preference:004:043feb58", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 4, "canonical_question": "When the large image of the white package with red lettering for the spicy Kuai Kuai flavor appears above the rankings, now that you no longer share snacks with your former roommate, tell me which of all the currently shown Kuai Kuai flavors best suits you?", "historical_preference": "I preferred a shrimp-based flavor.\nI previously shared snacks with a roommate who preferred shrimp-based flavors; I no longer share snacks with my former roommate.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 406.306, "original_segment_end_s": 491.791, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000045/evidence/turn_000005/option_001.jpg", "cases/UPC_000045/evidence/turn_000005/option_002.jpg", "cases/UPC_000045/evidence/turn_000005/option_003.jpg", "cases/UPC_000045/evidence/turn_000005/option_004.jpg", "cases/UPC_000045/evidence/turn_000005/option_005.jpg", "cases/UPC_000045/evidence/turn_000005/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当白底红字的香辣口味乖乖包装大图出现在排行榜上方时，告诉我目前出现的所有乖乖口味哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "乖乖食堂花雕鸡面" }, "wrong_answer": { "text": "苏澳斗士虾" }, "answer_options": [ { "id": "a0015c48-b0de-4803-ad04-95cfbe9a6ade", "text": "苏澳斗士虾", "image_filename": "45_rmhmIurE2Xk_t407.1s_蘇澳鬥士蝦.jpg" }, { "id": "44a0d3e3-d218-4a52-a25e-218dfe101a0c", "text": "台肥花莲海藻", "image_filename": "45_rmhmIurE2Xk_t423.6s_台肥花蓮海藻.jpg" }, { "id": "6269ba58-dbfa-4b12-bc8d-1815639b38d8", "text": "乖乖食堂花雕鸡面", "image_filename": "45_rmhmIurE2Xk_t443.6s_乖乖食堂花雕雞麵.jpg" }, { "id": "81bcfa81-a336-4632-bc34-9c316b26d84b", "text": "奋起福排骨便当", "image_filename": "45_rmhmIurE2Xk_t458.6s_奮起福排骨便當.jpg" }, { "id": "0787f686-6dd8-482a-a4a2-be1475589939", "text": "香菜花生卷冰淇淋", "image_filename": "45_rmhmIurE2Xk_t475.6s_香菜花生捲冰淇淋.jpg" }, { "id": "7d17caa7-f953-4f31-a4b0-11a55dcbf34b", "text": "造句包香辣", "image_filename": "45_rmhmIurE2Xk_t484.4s_造句包香辣.jpg" } ] } }, "preference_change_context": { "past_context": "I previously shared snacks with a roommate who preferred shrimp-based flavors.", "current_context": "I no longer share snacks with my former roommate.", "why_old_basis_expired": "My former roommate's flavor preference no longer determines what I choose." }, "affected_old_preference": "I preferred a shrimp-based flavor.", "new_preference": "I currently prefer a chicken-based flavor.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "cartoon mascot presence", "expected_user_reply": "I currently prefer packaging without the blue-haired cartoon mascot.", "matching_answer_labels": [ "C", "D", "E" ] }, { "label": "B", "feature": "visible flavor type", "expected_user_reply": "I currently prefer a chicken-based flavor.", "matching_answer_labels": [ "C" ] }, { "label": "C", "feature": "food photography", "expected_user_reply": "I currently prefer packaging featuring a prominent food photograph.", "matching_answer_labels": [ "C", "D", "E" ] }, { "label": "D", "feature": "package color blocking", "expected_user_reply": "I currently prefer packaging with a prominent navy-blue panel.", "matching_answer_labels": [ "B", "C" ] }, { "label": "E", "feature": "English flavor wording", "expected_user_reply": "I currently prefer packaging with prominent English flavor wording.", "matching_answer_labels": [ "C", "E" ] }, { "label": "F", "feature": "central emblem shape", "expected_user_reply": "I currently prefer a large circular emblem centered on packaging.", "matching_answer_labels": [ "C", "E" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:32:08.623816+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862502+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the large image of the white package with red lettering for the spicy Kuai Kuai flavor appears above the rankings, now that you no longer share snacks with your former roommate, tell me which of all the currently shown Kuai Kuai flavors best suits you?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/45_rmhmIurE2Xk/45_rmhmIurE2Xk.mp4", "duration_s": 494.861033, "width": 1920, "height": 1080, "fps": { "num": 30000, "den": 1001 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000046", "source": { "dataset": "YouTube", "video_id": "46_S4T0VVNm07o", "filename": "46_S4T0VVNm07o.mp4", "url": null, "input_filename": "46_S4T0VVNm07o.mp4" }, "media": { "uri": "cases/UPC_000046/video.mp4", "duration_s": 527.793933, "width": 1920, "height": 1080, "frame_count": 15823, "fps": { "num": 30000, "den": 1001, "value": 29.97002997002997 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000046_turn_000001", "query": { "text": "When purple donut dough is poured from the mixer, now that you are selecting donuts for a new workplace without your former office's brown color scheme, tell me which of all the donuts shown best suits you?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 109.61 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 95.495, "start_frame": 0, "end_frame": 2862 }, "answering": { "start_s": 95.495, "end_s": 100.801, "start_frame": 2862, "end_frame": 3021 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What donut shape do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What exterior color do you currently prefer for your donuts?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What topping texture do you currently prefer on your donuts?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What displayed batch size do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What presentation surface do you currently prefer for the donuts?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What decoration style do you currently prefer on your donuts?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "4d742f53-d831-45f4-8c34-b81ef2a73c55", "text": "Trays of ring donuts with glossy dark-brown and caramel-brown coatings.", "entity_ids": [], "target_view_id": null }, { "option_id": "5a3dcdc1-5ab0-4ab9-b421-cd10046990d4", "text": "Long rectangular donuts with dark chocolate topping and reddish-brown crumbles.", "entity_ids": [], "target_view_id": null }, { "option_id": "6605d5e7-719b-4863-9eb0-e0d0c2b65d42", "text": "Boxed assorted round donuts with chocolate, plain, and sprinkled coatings.", "entity_ids": [], "target_view_id": null }, { "option_id": "7dd7a461-588e-4b9a-8c80-5f72b615d6f2", "text": "Split yellow donut covered in white shredded topping.", "entity_ids": [], "target_view_id": null }, { "option_id": "004dcda9-8a4b-4acd-b0e6-97c7e33a929b", "text": "Batch of plain golden-brown oval donuts on a metal cooling rack.", "entity_ids": [], "target_view_id": null }, { "option_id": "52d12a91-4aa8-4554-929e-35c93a13c16d", "text": "Round donut covered in blue sprinkles with a cookie face.", "entity_ids": [], "target_view_id": null }, { "option_id": "d8d58914-aa9c-42fd-93b1-001f2d41929b", "text": "Oversized spiral donut with thin translucent white glaze.", "entity_ids": [], "target_view_id": null }, { "option_id": "0be4e295-005c-4c91-8949-bdbe8766da9d", "text": "Assorted round donuts topped with white icing, crumbs, or sprinkles.", "entity_ids": [], "target_view_id": null }, { "option_id": "c352f797-5628-4eb5-a4ef-fbc2f489d369", "text": "Ridged brown cylindrical pastries topped with white cream dollops.", "entity_ids": [], "target_view_id": null }, { "option_id": "839d2abe-81f5-4652-895f-fc7ea94fd18d", "text": "Powdered round donuts split around visible red fruit and white cream.", "entity_ids": [], "target_view_id": null }, { "option_id": "48a57539-0f45-47df-a6b7-f875c09ad13c", "text": "Racks of smooth purple-coated donuts with rounded rectangular forms.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "48a57539-0f45-47df-a6b7-f875c09ad13c", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer a purple exterior.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "46_S4T0VVNm07o:stale_preference:000:67e911da", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When purple donut dough is poured from the mixer, now that you are selecting donuts for a new workplace without your former office's brown color scheme, tell me which of all the donuts shown best suits you?", "historical_preference": "I previously preferred caramel-brown glazed exteriors.\nAt my former workplace, I chose donut colors to match its brown color scheme; I am now selecting donuts for a new workplace without my former office's brown color scheme.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 109.61, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000046/evidence/turn_000001/option_001.jpg", "cases/UPC_000046/evidence/turn_000001/option_002.jpg", "cases/UPC_000046/evidence/turn_000001/option_003.jpg", "cases/UPC_000046/evidence/turn_000001/option_004.jpg", "cases/UPC_000046/evidence/turn_000001/option_005.jpg", "cases/UPC_000046/evidence/turn_000001/option_006.jpg", "cases/UPC_000046/evidence/turn_000001/option_007.jpg", "cases/UPC_000046/evidence/turn_000001/option_008.jpg", "cases/UPC_000046/evidence/turn_000001/option_009.jpg", "cases/UPC_000046/evidence/turn_000001/option_010.jpg", "cases/UPC_000046/evidence/turn_000001/option_011.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现紫色的甜甜圈面团从搅拌机倾倒出来时，告诉我目前出现的所有甜甜圈哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "夏威夷紫薯麻拉萨达" }, "wrong_answer": { "text": "阿拉巴马巧克力糖霜圈" }, "answer_options": [ { "id": "4d742f53-d831-45f4-8c34-b81ef2a73c55", "text": "阿拉巴马巧克力糖霜圈", "image_filename": "46_S4T0VVNm07o_t1.6s_阿拉巴马巧克力糖霜圈.jpg" }, { "id": "5a3dcdc1-5ab0-4ab9-b421-cd10046990d4", "text": "阿拉斯加培根长条圈", "image_filename": "46_S4T0VVNm07o_t10.6s_阿拉斯加培根长条圈.jpg" }, { "id": "6605d5e7-719b-4863-9eb0-e0d0c2b65d42", "text": "亚利桑那盒装糖针圈", "image_filename": "46_S4T0VVNm07o_t20.6s_亚利桑那盒装糖针圈.jpg" }, { "id": "7dd7a461-588e-4b9a-8c80-5f72b615d6f2", "text": "阿肯色椰丝卡仕达圈", "image_filename": "46_S4T0VVNm07o_t32.6s_阿肯色椰丝卡仕达圈.jpg" }, { "id": "004dcda9-8a4b-4acd-b0e6-97c7e33a929b", "text": "加州酪乳条形圈", "image_filename": "46_S4T0VVNm07o_t38.6s_加州酪乳条形圈.jpg" }, { "id": "52d12a91-4aa8-4554-929e-35c93a13c16d", "text": "科罗拉多蓝色饼干怪圈", "image_filename": "46_S4T0VVNm07o_t49.6s_科罗拉多蓝色饼干怪圈.jpg" }, { "id": "d8d58914-aa9c-42fd-93b1-001f2d41929b", "text": "康涅狄格大肉桂卷", "image_filename": "46_S4T0VVNm07o_t59.6s_康涅狄格大肉桂卷.jpg" }, { "id": "0be4e295-005c-4c91-8949-bdbe8766da9d", "text": "特拉华撒料糖霜圈", "image_filename": "46_S4T0VVNm07o_t72.6s_特拉华撒料糖霜圈.jpg" }, { "id": "c352f797-5628-4eb5-a4ef-fbc2f489d369", "text": "佛州奶油裱花可颂圈", "image_filename": "46_S4T0VVNm07o_t81.6s_佛州奶油裱花可颂圈.jpg" }, { "id": "839d2abe-81f5-4652-895f-fc7ea94fd18d", "text": "乔治亚草莓糖粉夹心圈", "image_filename": "46_S4T0VVNm07o_t93.6s_乔治亚草莓糖粉夹心圈.jpg" }, { "id": "48a57539-0f45-47df-a6b7-f875c09ad13c", "text": "夏威夷紫薯麻拉萨达", "image_filename": "46_S4T0VVNm07o_t106.6s_夏威夷紫薯麻拉萨达.jpg" } ] } }, "preference_change_context": { "past_context": "At my former workplace, I chose donut colors to match its brown color scheme.", "current_context": "I am now selecting donuts for a new workplace without my former office's brown color scheme.", "why_old_basis_expired": "The workplace change removed the brown color-matching requirement behind my former preference." }, "affected_old_preference": "I previously preferred caramel-brown glazed exteriors.", "new_preference": "I currently prefer a purple exterior.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "K" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "donut shape with a central opening", "expected_user_reply": "I prefer donuts with a central opening.", "matching_answer_labels": [ "A", "C", "K" ] }, { "label": "B", "feature": "exterior color", "expected_user_reply": "I currently prefer a purple exterior.", "matching_answer_labels": [ "K" ] }, { "label": "C", "feature": "smooth topping texture", "expected_user_reply": "I prefer a smooth exterior coating.", "matching_answer_labels": [ "A", "C", "G", "K" ] }, { "label": "D", "feature": "displayed batch size", "expected_user_reply": "I prefer donuts shown in a large batch.", "matching_answer_labels": [ "A", "B", "E", "J", "K" ] }, { "label": "E", "feature": "presentation surface", "expected_user_reply": "I prefer donuts displayed on metal racks.", "matching_answer_labels": [ "E", "K" ] }, { "label": "F", "feature": "absence of multicolored sprinkles", "expected_user_reply": "I prefer decoration without multicolored sprinkles.", "matching_answer_labels": [ "A", "B", "D", "E", "F", "G", "I", "J", "K" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:37:00.353875+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862506+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When purple donut dough is poured from the mixer, now that you are selecting donuts for a new workplace without your former office's brown color scheme, tell me which of all the donuts shown best suits you?", "language": "en" } } } }, { "turn_id": "UPC_000046_turn_000002", "query": { "text": "When the screen switches to a two-panel collage on a yellow background and the Krumpe's Do-Nuts box lid appears in the left panel, now that the fruit-themed brunch has ended and your regular office breakfast has no topping theme, tell me which of all the currently shown doughnuts suits you best?", "language": "en" }, "query_time_s": 109.61, "time_range": { "start_s": 109.61, "end_s": 208.809 }, "windows": { "waiting": null, "asking": { "start_s": 109.61, "end_s": 196.997, "start_frame": 3285, "end_frame": 5904 }, "answering": { "start_s": 196.997, "end_s": 207.507, "start_frame": 5904, "end_frame": 6219 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer doughnuts with central holes or without them?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which icing color do you currently prefer: pink, white, or brown?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which topping type do you currently prefer: fruit pieces, sprinkles, or bacon strips?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you prefer seeing one doughnut or several presented together?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer rainbow sprinkles or no rainbow sprinkles?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer miniature doughnuts or visibly larger ones?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "8be783d2-1045-4162-bf55-896ec407a0e1", "text": "Round doughnut with pale pink icing, pink dust, and strawberry pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "2d93f02b-cf18-4f0d-8da8-54fd195784b5", "text": "Thick ring doughnut with white icing, chocolate drizzle, and rainbow sprinkles.", "entity_ids": [], "target_view_id": null }, { "option_id": "4bfdfadf-6e29-4406-b1e4-6e24aa8deeac", "text": "Boxed assortment of glazed, chocolate-coated, crumbed, and rectangular doughnuts.", "entity_ids": [], "target_view_id": null }, { "option_id": "f2caac81-e2a1-40fc-ae75-062649dc3d13", "text": "Mini ring doughnuts with white and chocolate drizzles and chopped toppings.", "entity_ids": [], "target_view_id": null }, { "option_id": "e4754ba6-7498-4ccf-a200-981105fd3d02", "text": "Dark crumb-coated ring doughnut crossed by thick white icing drizzle.", "entity_ids": [], "target_view_id": null }, { "option_id": "729a394d-6571-4901-9b85-02b7354a181f", "text": "Oblong brown-iced doughnuts each topped with a glossy bacon strip.", "entity_ids": [], "target_view_id": null }, { "option_id": "7830f5fe-a440-48a4-9030-f11f517ea675", "text": "Golden pillow-shaped pastries, several heavily dusted with white powdered sugar.", "entity_ids": [], "target_view_id": null }, { "option_id": "792f6bc1-39b0-4f99-827e-f6027cec92da", "text": "Dark ring doughnut with white coating and toasted orange flakes.", "entity_ids": [], "target_view_id": null }, { "option_id": "19d6a5c7-150a-4133-9ae4-ab33f12e57a3", "text": "Five ring doughnuts with pink icing and scattered rainbow sprinkles.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "729a394d-6571-4901-9b85-02b7354a181f", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer visible bacon-strip toppings.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "46_S4T0VVNm07o:stale_preference:001:aa79f985", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the screen switches to a two-panel collage on a yellow background and the Krumpe's Do-Nuts box lid appears in the left panel, now that the fruit-themed brunch has ended and your regular office breakfast has no topping theme, tell me which of all the currently shown doughnuts suits you best?", "historical_preference": "I preferred visible strawberry garnish.\nI previously needed a fruit garnish for a fruit-themed brunch; The brunch has ended, and my regular office breakfast has no topping theme.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 109.61, "original_segment_end_s": 208.809, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000046/evidence/turn_000002/option_001.jpg", "cases/UPC_000046/evidence/turn_000002/option_002.jpg", "cases/UPC_000046/evidence/turn_000002/option_003.jpg", "cases/UPC_000046/evidence/turn_000002/option_004.jpg", "cases/UPC_000046/evidence/turn_000002/option_005.jpg", "cases/UPC_000046/evidence/turn_000002/option_006.jpg", "cases/UPC_000046/evidence/turn_000002/option_007.jpg", "cases/UPC_000046/evidence/turn_000002/option_008.jpg", "cases/UPC_000046/evidence/turn_000002/option_009.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切成黄底双格拼图、左格出现 Krumpe's Do-Nuts 盒盖时，告诉我目前出现的所有甜甜圈哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "肯塔基枫糖培根长条" }, "wrong_answer": { "text": "爱达荷粉红盖章圈" }, "answer_options": [ { "id": "8be783d2-1045-4162-bf55-896ec407a0e1", "text": "爱达荷粉红盖章圈", "image_filename": "46_S4T0VVNm07o_t111.6s_爱达荷粉红盖章圈.jpg" }, { "id": "2d93f02b-cf18-4f0d-8da8-54fd195784b5", "text": "伊利诺伊生日糖针蛋糕圈", "image_filename": "46_S4T0VVNm07o_t130.6s_伊利诺伊生日糖针蛋糕圈.jpg" }, { "id": "4bfdfadf-6e29-4406-b1e4-6e24aa8deeac", "text": "印第安纳盒装糖霜圈", "image_filename": "46_S4T0VVNm07o_t137.6s_印第安纳盒装糖霜圈.jpg" }, { "id": "f2caac81-e2a1-40fc-ae75-062649dc3d13", "text": "爱荷华迷你淋酱圈", "image_filename": "46_S4T0VVNm07o_t151.6s_爱荷华迷你淋酱圈.jpg" }, { "id": "e4754ba6-7498-4ccf-a200-981105fd3d02", "text": "堪萨斯白线巧克力圈", "image_filename": "46_S4T0VVNm07o_t161.6s_堪萨斯白线巧克力圈.jpg" }, { "id": "729a394d-6571-4901-9b85-02b7354a181f", "text": "肯塔基枫糖培根长条", "image_filename": "46_S4T0VVNm07o_t167.6s_肯塔基枫糖培根长条.jpg" }, { "id": "7830f5fe-a440-48a4-9030-f11f517ea675", "text": "路易斯安那糖粉贝奈特", "image_filename": "46_S4T0VVNm07o_t176.6s_路易斯安那糖粉贝奈特.jpg" }, { "id": "792f6bc1-39b0-4f99-827e-f6027cec92da", "text": "缅因椰丝顶土豆圈", "image_filename": "46_S4T0VVNm07o_t190.6s_缅因椰丝顶土豆圈.jpg" }, { "id": "19d6a5c7-150a-4133-9ae4-ab33f12e57a3", "text": "马里兰粉红糖霜圈", "image_filename": "46_S4T0VVNm07o_t205.1s_马里兰粉红糖霜圈.jpg" } ] } }, "preference_change_context": { "past_context": "I previously needed a fruit garnish for a fruit-themed brunch.", "current_context": "The brunch has ended, and my regular office breakfast has no topping theme.", "why_old_basis_expired": "The event-specific reason for favoring a fruit topping no longer applies." }, "affected_old_preference": "I preferred visible strawberry garnish.", "new_preference": "I prefer visible bacon-strip toppings.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "F" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "central opening", "expected_user_reply": "I prefer doughnuts without central holes.", "matching_answer_labels": [ "A", "F", "G" ] }, { "label": "B", "feature": "icing color", "expected_user_reply": "I prefer brown icing.", "matching_answer_labels": [ "C", "F" ] }, { "label": "C", "feature": "visible topping type", "expected_user_reply": "I prefer visible bacon-strip toppings.", "matching_answer_labels": [ "F" ] }, { "label": "D", "feature": "presentation quantity", "expected_user_reply": "I prefer several doughnuts presented together.", "matching_answer_labels": [ "A", "C", "D", "F", "G", "I" ] }, { "label": "E", "feature": "rainbow sprinkle decoration", "expected_user_reply": "I prefer no rainbow sprinkles.", "matching_answer_labels": [ "A", "C", "E", "F", "G", "H" ] }, { "label": "F", "feature": "visible doughnut size", "expected_user_reply": "I prefer visibly larger doughnuts.", "matching_answer_labels": [ "A", "B", "C", "E", "F", "G", "H", "I" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:31:33.485150+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862510+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the screen switches to a two-panel collage on a yellow background and the Krumpe's Do-Nuts box lid appears in the left panel, now that the fruit-themed brunch has ended and your regular office breakfast has no topping theme, tell me which of all the currently shown doughnuts suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000046_turn_000003", "query": { "text": "When the NEW HAMPSHIRE state-name card appears and transitions into a red-background two-panel collage, now that you work from home and can eat from a plate, tell me which of all the doughnuts currently shown suits you best?", "language": "en" }, "query_time_s": 208.809, "time_range": { "start_s": 208.809, "end_s": 302.302 }, "windows": { "waiting": null, "asking": { "start_s": 208.809, "end_s": 296.396, "start_frame": 6258, "end_frame": 8883 }, "answering": { "start_s": 296.396, "end_s": 302.302, "start_frame": 8883, "end_frame": 9060 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you prefer a round doughnut without a visible center hole?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which exterior finish do you currently prefer: glossy tan-brown or fully white-powdered?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which visible filling color do you currently prefer: dark red or bright red?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer one doughnut shown alone rather than an assortment?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you prefer the doughnut to be visibly held in someone’s hands?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you prefer doughnuts without colorful sprinkles or decorative candy pieces?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "18107dbb-7c45-45fa-be71-7759d8e5b286", "text": "Tray of ring doughnuts covered in glossy tan-brown glaze.", "entity_ids": [], "target_view_id": null }, { "option_id": "c8d676bb-bfc0-48e6-8639-cc3e35e4b6d6", "text": "Round powdered doughnut leaking bright red filling from its side.", "entity_ids": [], "target_view_id": null }, { "option_id": "734931db-d0c0-4f31-99f4-0ea68d281921", "text": "Torn round doughnut fully powdered white with dark red filling.", "entity_ids": [], "target_view_id": null }, { "option_id": "ac865e03-d3ce-46fa-b0e5-5b348aa9d5af", "text": "Twisted doughnuts coated in thick pale glaze on a rack.", "entity_ids": [], "target_view_id": null }, { "option_id": "902ed060-7492-465d-9566-0419f47c184a", "text": "Dark chocolate-coated ring doughnut topped with crumbly dark pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "39d78b27-9086-420b-9504-461f141ac8f2", "text": "Assorted doughnuts with rainbow sprinkles, berries, jam, and glaze.", "entity_ids": [], "target_view_id": null }, { "option_id": "40c70111-88e0-49d3-b2db-defdae4dc3a7", "text": "Assorted oblong and round doughnuts with varied icing and sugar.", "entity_ids": [], "target_view_id": null }, { "option_id": "142475e3-ecdd-4b85-bc6b-37f4c3e46bfd", "text": "Brown-coated stacked swirl doughnut with white discs and teal icing eyes.", "entity_ids": [], "target_view_id": null }, { "option_id": "e1ac41d4-35fe-43c4-8db7-2df3cfc33002", "text": "Large ring doughnut evenly covered in fine beige granules.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "734931db-d0c0-4f31-99f4-0ea68d281921", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a fully white-powdered exterior.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "46_S4T0VVNm07o:stale_preference:002:adc80b53", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the NEW HAMPSHIRE state-name card appears and transitions into a red-background two-panel collage, now that you work from home and can eat from a plate, tell me which of all the doughnuts currently shown suits you best?", "historical_preference": "I prefer a glossy tan-brown exterior.\nI ate doughnuts while commuting and favored glossy tan-brown exteriors over loose powder; I now work from home and can eat doughnuts from a plate.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 208.809, "original_segment_end_s": 302.302, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000046/evidence/turn_000003/option_001.jpg", "cases/UPC_000046/evidence/turn_000003/option_002.jpg", "cases/UPC_000046/evidence/turn_000003/option_003.jpg", "cases/UPC_000046/evidence/turn_000003/option_004.jpg", "cases/UPC_000046/evidence/turn_000003/option_005.jpg", "cases/UPC_000046/evidence/turn_000003/option_006.jpg", "cases/UPC_000046/evidence/turn_000003/option_007.jpg", "cases/UPC_000046/evidence/turn_000003/option_008.jpg", "cases/UPC_000046/evidence/turn_000003/option_009.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当出现 NEW HAMPSHIRE 州名卡并切成红底双格拼图时，告诉我目前出现的所有甜甜圈哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "明尼苏达蓝莓糖粉圈" }, "wrong_answer": { "text": "马萨诸塞枫糖釉圈" }, "answer_options": [ { "id": "18107dbb-7c45-45fa-be71-7759d8e5b286", "text": "马萨诸塞枫糖釉圈", "image_filename": "46_S4T0VVNm07o_t218.1s_马萨诸塞枫糖釉圈.jpg" }, { "id": "c8d676bb-bfc0-48e6-8639-cc3e35e4b6d6", "text": "密歇根果酱波兰圈", "image_filename": "46_S4T0VVNm07o_t224.6s_密歇根果酱波兰圈.jpg" }, { "id": "734931db-d0c0-4f31-99f4-0ea68d281921", "text": "明尼苏达蓝莓糖粉圈", "image_filename": "46_S4T0VVNm07o_t233.1s_明尼苏达蓝莓糖粉圈.jpg" }, { "id": "ac865e03-d3ce-46fa-b0e5-5b348aa9d5af", "text": "密西西比糖霜麻花圈", "image_filename": "46_S4T0VVNm07o_t242.6s_密西西比糖霜麻花圈.jpg" }, { "id": "902ed060-7492-465d-9566-0419f47c184a", "text": "密苏里巧克力蛋糕圈", "image_filename": "46_S4T0VVNm07o_t256.1s_密苏里巧克力蛋糕圈.jpg" }, { "id": "39d78b27-9086-420b-9504-461f141ac8f2", "text": "蒙大拿草莓夹心圈", "image_filename": "46_S4T0VVNm07o_t273.6s_蒙大拿草莓夹心圈.jpg" }, { "id": "40c70111-88e0-49d3-b2db-defdae4dc3a7", "text": "内布拉斯加奶油夹心圈", "image_filename": "46_S4T0VVNm07o_t282.1s_内布拉斯加奶油夹心圈.jpg" }, { "id": "142475e3-ecdd-4b85-bc6b-37f4c3e46bfd", "text": "内华达便便表情圈", "image_filename": "46_S4T0VVNm07o_t290.6s_内华达便便表情圈.jpg" }, { "id": "e1ac41d4-35fe-43c4-8db7-2df3cfc33002", "text": "新罕布什尔肉桂糖大圈", "image_filename": "46_S4T0VVNm07o_t298.1s_新罕布什尔肉桂糖大圈.jpg" } ] } }, "preference_change_context": { "past_context": "I ate doughnuts while commuting and favored glossy tan-brown exteriors over loose powder.", "current_context": "I now work from home and can eat doughnuts from a plate.", "why_old_basis_expired": "Eating from a plate removes the commuting concern that supported my former exterior-finish preference." }, "affected_old_preference": "I prefer a glossy tan-brown exterior.", "new_preference": "I prefer a fully white-powdered exterior.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "center-hole presence", "expected_user_reply": "I prefer a round doughnut without a visible center hole.", "matching_answer_labels": [ "B", "C" ] }, { "label": "B", "feature": "exterior finish", "expected_user_reply": "I prefer a fully white-powdered exterior.", "matching_answer_labels": [ "C" ] }, { "label": "C", "feature": "visible filling color", "expected_user_reply": "I prefer dark red filling.", "matching_answer_labels": [ "C", "F" ] }, { "label": "D", "feature": "single versus assortment presentation", "expected_user_reply": "I prefer one doughnut shown alone.", "matching_answer_labels": [ "B", "C", "E", "H", "I" ] }, { "label": "E", "feature": "hand-held presentation", "expected_user_reply": "I prefer it visibly held in someone’s hands.", "matching_answer_labels": [ "B", "C", "E", "H" ] }, { "label": "F", "feature": "colorful decorative toppings", "expected_user_reply": "I prefer no colorful sprinkles or decorative candy pieces.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "I" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:31:38.202295+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862514+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the NEW HAMPSHIRE state-name card appears and transitions into a red-background two-panel collage, now that you work from home and can eat from a plate, tell me which of all the doughnuts currently shown suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000046_turn_000004", "query": { "text": "When a donut with powdery purple frosting appears in the red-background two-panel collage, now that you work from home and no longer follow your office's neutral-color catering rule, tell me which of all the donuts shown so far best suits you?", "language": "en" }, "query_time_s": 302.302, "time_range": { "start_s": 302.302, "end_s": 429.696 }, "windows": { "waiting": null, "asking": { "start_s": 302.302, "end_s": 423.69, "start_frame": 9060, "end_frame": 12698 }, "answering": { "start_s": 423.69, "end_s": 429.596, "start_frame": 12698, "end_frame": 12875 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What coating color scheme do you currently prefer among the visible donuts?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What overall donut shape do you currently prefer among those shown?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer a glossy or matte-looking surface finish?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What kind of added decoration do you currently prefer on top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "How much visible coating coverage do you currently prefer on top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What outer-edge profile do you currently prefer for your donut?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "0564741f-60bd-40e3-a88f-e8f6cad37e1c", "text": "Round donut with dark chocolate coating, white drizzle, and cookie pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "8570e8d5-56a9-4318-bc09-267f164db8ea", "text": "Ring donut covered in pale blue icing and blue candy pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "1fa5c72e-7617-4c4b-984f-0c71e219cea7", "text": "Lobed ring donut with glossy amber glaze and small gold beads.", "entity_ids": [], "target_view_id": null }, { "option_id": "406f60be-3e68-4aa3-a8ab-b2c343c7528a", "text": "Large irregular ring donut with thin translucent glaze.", "entity_ids": [], "target_view_id": null }, { "option_id": "8839e522-4bc7-4172-8836-e7a334ed3f7c", "text": "Ring donut with turquoise sprinkles, white icing, and striped horn.", "entity_ids": [], "target_view_id": null }, { "option_id": "ff1d9dbd-f95a-4297-a03e-3d55e2465f34", "text": "Classic ring donut with smooth golden translucent glaze.", "entity_ids": [], "target_view_id": null }, { "option_id": "4a8318e4-45a6-4c98-b5f5-c131aab9862c", "text": "Assorted twists, bars, and rounds with glaze, chocolate, and sprinkles.", "entity_ids": [], "target_view_id": null }, { "option_id": "4ebc1fa7-1809-4335-b0c6-19df4473f1c6", "text": "Lobed ring donut covered in glossy deep burgundy coating.", "entity_ids": [], "target_view_id": null }, { "option_id": "a8bb65db-8350-465f-af4f-652e6e25105c", "text": "Oval donut coated with dark crumbs and white-brown drizzles.", "entity_ids": [], "target_view_id": null }, { "option_id": "002fce1b-1f29-4363-8dc7-c3023938f626", "text": "White-iced round donuts topped with square cereal treats.", "entity_ids": [], "target_view_id": null }, { "option_id": "53b71c85-7451-452f-b8af-7824aa2c7943", "text": "Filled round donut with dripping pale pink speckled icing.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "4ebc1fa7-1809-4335-b0c6-19df4473f1c6", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a deep burgundy coating.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "46_S4T0VVNm07o:stale_preference:003:7be9d90d", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 3, "canonical_question": "When a donut with powdery purple frosting appears in the red-background two-panel collage, now that you work from home and no longer follow your office's neutral-color catering rule, tell me which of all the donuts shown so far best suits you?", "historical_preference": "I preferred dark brown frosting with white accents.\nMy office's neutral-color catering rule led me to prefer dark brown frosting with white accents; I now work from home and no longer follow my office's neutral-color catering rule.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 302.302, "original_segment_end_s": 429.696, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000046/evidence/turn_000004/option_001.jpg", "cases/UPC_000046/evidence/turn_000004/option_002.jpg", "cases/UPC_000046/evidence/turn_000004/option_003.jpg", "cases/UPC_000046/evidence/turn_000004/option_004.jpg", "cases/UPC_000046/evidence/turn_000004/option_005.jpg", "cases/UPC_000046/evidence/turn_000004/option_006.jpg", "cases/UPC_000046/evidence/turn_000004/option_007.jpg", "cases/UPC_000046/evidence/turn_000004/option_008.jpg", "cases/UPC_000046/evidence/turn_000004/option_009.jpg", "cases/UPC_000046/evidence/turn_000004/option_010.jpg", "cases/UPC_000046/evidence/turn_000004/option_011.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当红底双格拼图里出现淋粉紫色糖霜的甜甜圈时，告诉我目前出现的所有甜甜圈哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "俄勒冈树莓糖霜圈" }, "wrong_answer": { "text": "新泽西饼干顶巧克力圈" }, "answer_options": [ { "id": "0564741f-60bd-40e3-a88f-e8f6cad37e1c", "text": "新泽西饼干顶巧克力圈", "image_filename": "46_S4T0VVNm07o_t315.6s_新泽西饼干顶巧克力圈.jpg" }, { "id": "8570e8d5-56a9-4318-bc09-267f164db8ea", "text": "新墨西哥蓝色糖霜圈", "image_filename": "46_S4T0VVNm07o_t327.6s_新墨西哥蓝色糖霜圈.jpg" }, { "id": "1fa5c72e-7617-4c4b-984f-0c71e219cea7", "text": "纽约麻薯花形圈", "image_filename": "46_S4T0VVNm07o_t335.6s_纽约麻薯花形圈.jpg" }, { "id": "406f60be-3e68-4aa3-a8ab-b2c343c7528a", "text": "北卡罗来纳现炸糖釉圈", "image_filename": "46_S4T0VVNm07o_t349.6s_北卡罗来纳现炸糖釉圈.jpg" }, { "id": "8839e522-4bc7-4172-8836-e7a334ed3f7c", "text": "北达科他独角兽圈", "image_filename": "46_S4T0VVNm07o_t364.1s_北达科他独角兽圈.jpg" }, { "id": "ff1d9dbd-f95a-4297-a03e-3d55e2465f34", "text": "俄亥俄糖釉蛋糕圈", "image_filename": "46_S4T0VVNm07o_t369.6s_俄亥俄糖釉蛋糕圈.jpg" }, { "id": "4a8318e4-45a6-4c98-b5f5-c131aab9862c", "text": "俄克拉荷马巧克力长条", "image_filename": "46_S4T0VVNm07o_t375.1s_俄克拉荷马巧克力长条.jpg" }, { "id": "4ebc1fa7-1809-4335-b0c6-19df4473f1c6", "text": "俄勒冈树莓糖霜圈", "image_filename": "46_S4T0VVNm07o_t389.1s_俄勒冈树莓糖霜圈.jpg" }, { "id": "a8bb65db-8350-465f-af4f-652e6e25105c", "text": "宾州巧克力淋面长条", "image_filename": "46_S4T0VVNm07o_t396.6s_宾州巧克力淋面长条.jpg" }, { "id": "002fce1b-1f29-4363-8dc7-c3023938f626", "text": "罗德岛脆米花顶圈", "image_filename": "46_S4T0VVNm07o_t409.1s_罗德岛脆米花顶圈.jpg" }, { "id": "53b71c85-7451-452f-b8af-7824aa2c7943", "text": "南卡蓝莓糖霜圈", "image_filename": "46_S4T0VVNm07o_t424.6s_南卡蓝莓糖霜圈.jpg" } ] } }, "preference_change_context": { "past_context": "My office's neutral-color catering rule led me to prefer dark brown frosting with white accents.", "current_context": "I now work from home and no longer follow my office's neutral-color catering rule.", "why_old_basis_expired": "The workplace rule that justified my former coating-color preference no longer applies." }, "affected_old_preference": "I preferred dark brown frosting with white accents.", "new_preference": "I now prefer a deep burgundy coating.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "H" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "coating color scheme", "expected_user_reply": "I now prefer a deep burgundy coating.", "matching_answer_labels": [ "H" ] }, { "label": "B", "feature": "overall donut shape", "expected_user_reply": "I prefer a ring shape.", "matching_answer_labels": [ "B", "C", "D", "E", "F", "H" ] }, { "label": "C", "feature": "surface finish", "expected_user_reply": "I prefer a glossy surface finish.", "matching_answer_labels": [ "C", "D", "F", "H", "K" ] }, { "label": "D", "feature": "added top decorations", "expected_user_reply": "I prefer no added decorations.", "matching_answer_labels": [ "D", "F", "H", "K" ] }, { "label": "E", "feature": "coating coverage", "expected_user_reply": "I prefer complete top coating.", "matching_answer_labels": [ "B", "C", "F", "H", "K" ] }, { "label": "F", "feature": "outer-edge profile", "expected_user_reply": "I prefer scalloped outer edges.", "matching_answer_labels": [ "C", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:32:10.532336+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862518+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a donut with powdery purple frosting appears in the red-background two-panel collage, now that you work from home and no longer follow your office's neutral-color catering rule, tell me which of all the donuts shown so far best suits you?", "language": "en" } } } }, { "turn_id": "UPC_000046_turn_000005", "query": { "text": "When the scene cuts to the green-haired woman wearing headphones speaking to the camera, now that you work from home and have wide serving platters, tell me which of all the donuts shown is best for you?", "language": "en" }, "query_time_s": 429.696, "time_range": { "start_s": 429.696, "end_s": 524.791 }, "windows": { "waiting": null, "asking": { "start_s": 429.696, "end_s": 519.085, "start_frame": 12878, "end_frame": 15557 }, "answering": { "start_s": 519.085, "end_s": 524.691, "start_frame": 15557, "end_frame": 15725 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which overall donut form do you currently prefer: elongated bar or oversized ring?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What dominant icing color do you currently prefer on your donut?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which topping style do you prefer: multicolored sprinkles, crumbs, or curls?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you prefer one prominently featured donut or a mixed assortment?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer a glossy or matte-looking surface finish?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Would you rather have your donuts presented in a box or held?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "9811142e-ac79-4d1e-a034-fc646798abc6", "text": "Broken chocolate-coated elongated donuts showing pale interiors.", "entity_ids": [], "target_view_id": null }, { "option_id": "7c91702c-a451-49fb-b8a7-0c2bff886070", "text": "Box containing assorted glazed, chocolate-coated, and cream-topped donuts.", "entity_ids": [], "target_view_id": null }, { "option_id": "c7f88487-f248-4ca4-b160-6ee414af2335", "text": "Oversized ring donut with split pink-brown icing and multicolored sprinkles.", "entity_ids": [], "target_view_id": null }, { "option_id": "0a6a6bef-7a0a-439a-8cc1-2942a8acb0b6", "text": "Dark glossy irregular clustered fritter on a white plate.", "entity_ids": [], "target_view_id": null }, { "option_id": "7e2077ed-685a-48a6-ba2f-f1a6b8a77635", "text": "Plain brown ring donut held above a paper cup.", "entity_ids": [], "target_view_id": null }, { "option_id": "fcb10a4e-eca1-489d-bf02-8eed2afdb8f9", "text": "Assorted donut box with sprinkles, candies, crumbs, and spiral pastry.", "entity_ids": [], "target_view_id": null }, { "option_id": "20d0197a-b56a-4f7b-b9de-f34d9ee235da", "text": "Glazed ring donut with uneven white icing beside crumb-coated donut.", "entity_ids": [], "target_view_id": null }, { "option_id": "4a0750d2-5584-4065-811b-edf1c06cf8ee", "text": "Assorted decorated donuts topped with crumbs, drizzles, curls, and jelly.", "entity_ids": [], "target_view_id": null }, { "option_id": "b326ed8c-a994-48d0-8e32-570b35253471", "text": "Person holding an enormous glossy brown irregular fritter.", "entity_ids": [], "target_view_id": null }, { "option_id": "34d090a3-8dd3-4613-851f-09e8fe259fa8", "text": "Tan-glazed ring donut held before readable Cowboy Donuts sign.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "c7f88487-f248-4ca4-b160-6ee414af2335", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer an oversized ring form.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "46_S4T0VVNm07o:stale_preference:004:79922faf", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 4, "canonical_question": "When the scene cuts to the green-haired woman wearing headphones speaking to the camera, now that you work from home and have wide serving platters, tell me which of all the donuts shown is best for you?", "historical_preference": "I prefer an elongated bar form.\nI commuted with a narrow lunch container and preferred an elongated bar form; I now work from home and have wide serving platters.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 429.696, "original_segment_end_s": 524.791, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000046/evidence/turn_000005/option_001.jpg", "cases/UPC_000046/evidence/turn_000005/option_002.jpg", "cases/UPC_000046/evidence/turn_000005/option_003.jpg", "cases/UPC_000046/evidence/turn_000005/option_004.jpg", "cases/UPC_000046/evidence/turn_000005/option_005.jpg", "cases/UPC_000046/evidence/turn_000005/option_006.jpg", "cases/UPC_000046/evidence/turn_000005/option_007.jpg", "cases/UPC_000046/evidence/turn_000005/option_008.jpg", "cases/UPC_000046/evidence/turn_000005/option_009.jpg", "cases/UPC_000046/evidence/turn_000005/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到戴耳机的绿发女子对着摄像头讲话时，告诉我目前出现的所有甜甜圈哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "得州巨型粉红糖针圈" }, "wrong_answer": { "text": "南达科他苹果派圈" }, "answer_options": [ { "id": "9811142e-ac79-4d1e-a034-fc646798abc6", "text": "南达科他苹果派圈", "image_filename": "46_S4T0VVNm07o_t435.6s_南达科他苹果派圈.jpg" }, { "id": "7c91702c-a451-49fb-b8a7-0c2bff886070", "text": "田纳西盒装糖霜圈", "image_filename": "46_S4T0VVNm07o_t442.1s_田纳西盒装糖霜圈.jpg" }, { "id": "c7f88487-f248-4ca4-b160-6ee414af2335", "text": "得州巨型粉红糖针圈", "image_filename": "46_S4T0VVNm07o_t455.1s_得州巨型粉红糖针圈.jpg" }, { "id": "0a6a6bef-7a0a-439a-8cc1-2942a8acb0b6", "text": "犹他苹果油炸酥饼", "image_filename": "46_S4T0VVNm07o_t466.1s_犹他苹果油炸酥饼.jpg" }, { "id": "7e2077ed-685a-48a6-ba2f-f1a6b8a77635", "text": "佛蒙特苹果酒圈", "image_filename": "46_S4T0VVNm07o_t470.6s_佛蒙特苹果酒圈.jpg" }, { "id": "fcb10a4e-eca1-489d-bf02-8eed2afdb8f9", "text": "弗吉尼亚糖果顶圈", "image_filename": "46_S4T0VVNm07o_t483.1s_弗吉尼亚糖果顶圈.jpg" }, { "id": "20d0197a-b56a-4f7b-b9de-f34d9ee235da", "text": "华盛顿老式糖釉圈", "image_filename": "46_S4T0VVNm07o_t489.6s_华盛顿老式糖釉圈.jpg" }, { "id": "4a0750d2-5584-4065-811b-edf1c06cf8ee", "text": "西弗吉尼亚迷你配料圈", "image_filename": "46_S4T0VVNm07o_t496.6s_西弗吉尼亚迷你配料圈.jpg" }, { "id": "b326ed8c-a994-48d0-8e32-570b35253471", "text": "威斯康星苹果酥圈", "image_filename": "46_S4T0VVNm07o_t511.6s_威斯康星苹果酥圈.jpg" }, { "id": "34d090a3-8dd3-4613-851f-09e8fe259fa8", "text": "怀俄明牛仔糖釉圈", "image_filename": "46_S4T0VVNm07o_t516.1s_怀俄明牛仔糖釉圈.jpg" } ] } }, "preference_change_context": { "past_context": "I commuted with a narrow lunch container and preferred an elongated bar form.", "current_context": "I now work from home and have wide serving platters.", "why_old_basis_expired": "My donuts no longer need to fit inside the narrow lunch container." }, "affected_old_preference": "I prefer an elongated bar form.", "new_preference": "I prefer an oversized ring form.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "overall donut form", "expected_user_reply": "I prefer an oversized ring form.", "matching_answer_labels": [ "C" ] }, { "label": "B", "feature": "dominant icing color", "expected_user_reply": "I prefer brown icing.", "matching_answer_labels": [ "A", "B", "C", "D", "F", "I", "J" ] }, { "label": "C", "feature": "topping style", "expected_user_reply": "I prefer multicolored sprinkles.", "matching_answer_labels": [ "C", "F" ] }, { "label": "D", "feature": "presentation quantity", "expected_user_reply": "I prefer one prominently featured donut.", "matching_answer_labels": [ "C", "D", "E", "I", "J" ] }, { "label": "E", "feature": "surface finish", "expected_user_reply": "I prefer a glossy surface finish.", "matching_answer_labels": [ "A", "B", "C", "D", "F", "G", "H", "I", "J" ] }, { "label": "F", "feature": "presentation container", "expected_user_reply": "I prefer donuts presented in a box.", "matching_answer_labels": [ "B", "C", "F", "G", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:32:21.297850+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862522+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the scene cuts to the green-haired woman wearing headphones speaking to the camera, now that you work from home and have wide serving platters, tell me which of all the donuts shown is best for you?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/46_S4T0VVNm07o/46_S4T0VVNm07o.mp4", "duration_s": 527.793933, "width": 1920, "height": 1080, "fps": { "num": 30000, "den": 1001 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000047", "source": { "dataset": "YouTube", "video_id": "47_3L71cTqRc80", "filename": "47_3L71cTqRc80.mp4", "url": null, "input_filename": "47_3L71cTqRc80.mp4" }, "media": { "uri": "cases/UPC_000047/video.mp4", "duration_s": 153.533333, "width": 1920, "height": 1080, "frame_count": 4735, "fps": { "num": 30, "den": 1, "value": 30.0 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000047_turn_000001", "query": { "text": "When the backgrounds on both sides turn blue-gray with marble veining and a dark-brown wooden chair with curved vertical back bars appears, now that you have moved from a narrow dining nook to a larger dining room, tell me which of all the dining chairs shown so far best suits you?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 35.5 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 30.0, "start_frame": 0, "end_frame": 900 }, "answering": { "start_s": 30.0, "end_s": 35.5, "start_frame": 900, "end_frame": 1065 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What wood tone do you currently prefer: light, warm, or dark brown?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which central backrest design do you currently prefer: straight slats or hourglass-shaped splat?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer bare wooden seats or padded upholstery?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which top-rail contour do you currently favor: straight, arched, or subtly curved?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently want armless dining chairs or chairs with armrests?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What leg profile do you currently favor: straight-sided, tapered, or curved?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "470648d0-b9bf-4017-b9ab-70c27f89ce36", "text": "Reddish-brown wooden chairs with three straight back slats and gold inlay.", "entity_ids": [], "target_view_id": null }, { "option_id": "e23cfd90-e1b9-4ecc-bb76-d733e106e5ed", "text": "Light-brown wooden chairs with geometric segmented center backrests.", "entity_ids": [], "target_view_id": null }, { "option_id": "f6bb0ff9-31bf-464f-bd16-d48fd5181ddd", "text": "Dark-brown wooden ladder-back chairs with oval cutout handles.", "entity_ids": [], "target_view_id": null }, { "option_id": "6336ed8b-357f-480a-bcff-6df5f72e37fc", "text": "Warm-brown wooden chairs with single hourglass-shaped central back splats.", "entity_ids": [], "target_view_id": null }, { "option_id": "79d9d4f5-cc4d-4443-bff2-ad941361cf6f", "text": "Orange-brown wooden chairs with five narrow vertical back slats.", "entity_ids": [], "target_view_id": null }, { "option_id": "8d9256b6-239e-44d5-b85f-64afe3c4c1e7", "text": "Light-brown wooden chairs with three curved horizontal back rails.", "entity_ids": [], "target_view_id": null }, { "option_id": "9d0a739c-9681-4afa-a224-6477dd006333", "text": "Dark-brown wooden chairs with curved vertical bars and square accents.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "6336ed8b-357f-480a-bcff-6df5f72e37fc", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer a single hourglass-shaped central back splat.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "47_3L71cTqRc80:stale_preference:000:8a6e4eb4", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the backgrounds on both sides turn blue-gray with marble veining and a dark-brown wooden chair with curved vertical back bars appears, now that you have moved from a narrow dining nook to a larger dining room, tell me which of all the dining chairs shown so far best suits you?", "historical_preference": "I preferred three full-height straight vertical back slats.\nMy former narrow dining nook led me to prefer a sparse three-slat backrest pattern; I have moved from a narrow dining nook to a larger dining room.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 35.5, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000047/evidence/turn_000001/option_001.jpg", "cases/UPC_000047/evidence/turn_000001/option_002.jpg", "cases/UPC_000047/evidence/turn_000001/option_003.jpg", "cases/UPC_000047/evidence/turn_000001/option_004.jpg", "cases/UPC_000047/evidence/turn_000001/option_005.jpg", "cases/UPC_000047/evidence/turn_000001/option_006.jpg", "cases/UPC_000047/evidence/turn_000001/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当两侧背景变成蓝灰色大理石纹、出现弯曲竖条靠背的深棕木椅时，告诉我目前出现的所有餐椅哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "花瓶靠背木椅" }, "wrong_answer": { "text": "高背竖条红棕木椅" }, "answer_options": [ { "id": "470648d0-b9bf-4017-b9ab-70c27f89ce36", "text": "高背竖条红棕木椅", "image_filename": "47_3L71cTqRc80_t2.6s_高背竖条红棕木椅.jpg" }, { "id": "e23cfd90-e1b9-4ecc-bb76-d733e106e5ed", "text": "方孔靠背木椅", "image_filename": "47_3L71cTqRc80_t7.6s_方孔靠背木椅.jpg" }, { "id": "f6bb0ff9-31bf-464f-bd16-d48fd5181ddd", "text": "圆孔横档梯背椅", "image_filename": "47_3L71cTqRc80_t12.6s_圆孔横档梯背椅.jpg" }, { "id": "6336ed8b-357f-480a-bcff-6df5f72e37fc", "text": "花瓶靠背木椅", "image_filename": "47_3L71cTqRc80_t17.6s_花瓶靠背木椅.jpg" }, { "id": "79d9d4f5-cc4d-4443-bff2-ad941361cf6f", "text": "浅木竖条椅", "image_filename": "47_3L71cTqRc80_t22.6s_浅木竖条椅.jpg" }, { "id": "8d9256b6-239e-44d5-b85f-64afe3c4c1e7", "text": "浅木横档梯背椅", "image_filename": "47_3L71cTqRc80_t27.6s_浅木横档梯背椅.jpg" }, { "id": "9d0a739c-9681-4afa-a224-6477dd006333", "text": "弯曲竖条深木椅", "image_filename": "47_3L71cTqRc80_t32.6s_弯曲竖条深木椅.jpg" } ] } }, "preference_change_context": { "past_context": "My former narrow dining nook led me to prefer a sparse three-slat backrest pattern.", "current_context": "I have moved from a narrow dining nook to a larger dining room.", "why_old_basis_expired": "The larger room removes the former need to keep the backrest pattern sparse." }, "affected_old_preference": "I preferred three full-height straight vertical back slats.", "new_preference": "I currently prefer a single hourglass-shaped central back splat.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible wood tone", "expected_user_reply": "I currently prefer a warm brown wood tone.", "matching_answer_labels": [ "D", "E" ] }, { "label": "B", "feature": "central backrest design", "expected_user_reply": "I currently prefer a single hourglass-shaped central back splat.", "matching_answer_labels": [ "D" ] }, { "label": "C", "feature": "visible seat material appearance", "expected_user_reply": "I currently prefer bare wooden seats.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "D", "feature": "top-rail contour", "expected_user_reply": "I currently favor a subtly curved top rail.", "matching_answer_labels": [ "C", "D", "F", "G" ] }, { "label": "E", "feature": "armrest presence", "expected_user_reply": "I currently want armless dining chairs.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "F", "feature": "visible leg profile", "expected_user_reply": "I currently favor tapered legs.", "matching_answer_labels": [ "B", "C", "D" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:33:25.661088+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862526+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the backgrounds on both sides turn blue-gray with marble veining and a dark-brown wooden chair with curved vertical back bars appears, now that you have moved from a narrow dining nook to a larger dining room, tell me which of all the dining chairs shown so far best suits you?", "language": "en" } } } }, { "turn_id": "UPC_000047_turn_000002", "query": { "text": "When the title card reading “Wooden Dining Chairs With Arms” appears, now that you have moved and no longer have your old light-wood dining table, tell me which of all the dining chairs shown so far suits you best?", "language": "en" }, "query_time_s": 35.5, "time_range": { "start_s": 35.5, "end_s": 75.5 }, "windows": { "waiting": null, "asking": { "start_s": 35.5, "end_s": 70.5, "start_frame": 1065, "end_frame": 2115 }, "answering": { "start_s": 70.5, "end_s": 75.1, "start_frame": 2115, "end_frame": 2253 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What chair finish do you currently prefer: natural, dark brown, or light gray?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer vertical slats or a solid-panel chair back?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently want an upholstered seat or a bare solid seat?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer dining chairs with arms or without arms?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently want straight front legs or visibly curved front legs?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you prefer a straight top rail or a visibly curved top rail?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "7eb0143b-960c-4fe9-abd3-6456184697dd", "text": "Pair of light natural-wood chairs with tall vertical-slat backs.", "entity_ids": [], "target_view_id": null }, { "option_id": "bb7799fd-03ea-4f5e-9690-91fde5b3da88", "text": "Pair of dark reddish-brown chairs with vertical-slat backs.", "entity_ids": [], "target_view_id": null }, { "option_id": "156b89a2-20a8-4327-aaec-19d5b8b91436", "text": "Pair of medium-brown chairs with broad split-panel backs.", "entity_ids": [], "target_view_id": null }, { "option_id": "7ac0ab02-a069-43ff-b6c1-b0ddc1985683", "text": "Pair of medium-brown chairs with curved rails and openwork backs.", "entity_ids": [], "target_view_id": null }, { "option_id": "8f6f226f-e2e2-45b2-8b32-00958e733d3f", "text": "Pair of honey-brown chairs with oval openwork backs and curved legs.", "entity_ids": [], "target_view_id": null }, { "option_id": "e48ada66-0a70-4034-a977-9398931d38f8", "text": "Pair of reddish-brown chairs with slats and woven-look upper panels.", "entity_ids": [], "target_view_id": null }, { "option_id": "36064b27-1062-49af-a357-caf3e8abaaef", "text": "Pair of light gray painted chairs with slatted backs and curved seats.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "36064b27-1062-49af-a357-caf3e8abaaef", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a light gray painted finish.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "47_3L71cTqRc80:stale_preference:001:ff158901", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the title card reading “Wooden Dining Chairs With Arms” appears, now that you have moved and no longer have your old light-wood dining table, tell me which of all the dining chairs shown so far suits you best?", "historical_preference": "I preferred a light natural-wood finish.\nMy former dining area had a light natural-wood table that I needed chairs to match; I have moved and no longer have my old light-wood dining table.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 35.5, "original_segment_end_s": 75.5, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000047/evidence/turn_000002/option_001.jpg", "cases/UPC_000047/evidence/turn_000002/option_002.jpg", "cases/UPC_000047/evidence/turn_000002/option_003.jpg", "cases/UPC_000047/evidence/turn_000002/option_004.jpg", "cases/UPC_000047/evidence/turn_000002/option_005.jpg", "cases/UPC_000047/evidence/turn_000002/option_006.jpg", "cases/UPC_000047/evidence/turn_000002/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当出现写着 Wooden Dining Chairs With Arms 的字幕卡时，告诉我目前出现的所有餐椅哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "灰白漆竖条椅" }, "wrong_answer": { "text": "米白竖条木椅" }, "answer_options": [ { "id": "7eb0143b-960c-4fe9-abd3-6456184697dd", "text": "米白竖条木椅", "image_filename": "47_3L71cTqRc80_t38.1s_米白竖条木椅.jpg" }, { "id": "bb7799fd-03ea-4f5e-9690-91fde5b3da88", "text": "深红竖条椅", "image_filename": "47_3L71cTqRc80_t43.1s_深红竖条椅.jpg" }, { "id": "156b89a2-20a8-4327-aaec-19d5b8b91436", "text": "长孔高背木椅", "image_filename": "47_3L71cTqRc80_t48.1s_长孔高背木椅.jpg" }, { "id": "7ac0ab02-a069-43ff-b6c1-b0ddc1985683", "text": "双条靠背木椅", "image_filename": "47_3L71cTqRc80_t53.1s_双条靠背木椅.jpg" }, { "id": "8f6f226f-e2e2-45b2-8b32-00958e733d3f", "text": "椭圆镂空木椅", "image_filename": "47_3L71cTqRc80_t58.1s_椭圆镂空木椅.jpg" }, { "id": "e48ada66-0a70-4034-a977-9398931d38f8", "text": "编织顶竖条椅", "image_filename": "47_3L71cTqRc80_t63.1s_编织顶竖条椅.jpg" }, { "id": "36064b27-1062-49af-a357-caf3e8abaaef", "text": "灰白漆竖条椅", "image_filename": "47_3L71cTqRc80_t68.1s_灰白漆竖条椅.jpg" } ] } }, "preference_change_context": { "past_context": "My former dining area had a light natural-wood table that I needed chairs to match.", "current_context": "I have moved and no longer have my old light-wood dining table.", "why_old_basis_expired": "Matching the former table no longer determines my preferred chair finish." }, "affected_old_preference": "I preferred a light natural-wood finish.", "new_preference": "I now prefer a light gray painted finish.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "G" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "finish color", "expected_user_reply": "I now prefer a light gray painted finish.", "matching_answer_labels": [ "G" ] }, { "label": "B", "feature": "back construction", "expected_user_reply": "I prefer a vertically slatted back.", "matching_answer_labels": [ "A", "B", "F", "G" ] }, { "label": "C", "feature": "seat upholstery", "expected_user_reply": "I prefer a bare solid seat.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "D", "feature": "arm presence", "expected_user_reply": "I prefer chairs without arms.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "E", "feature": "front leg shape", "expected_user_reply": "I prefer straight front legs.", "matching_answer_labels": [ "A", "B", "C", "D", "F", "G" ] }, { "label": "F", "feature": "top rail shape", "expected_user_reply": "I prefer a straight top rail.", "matching_answer_labels": [ "A", "B", "C", "F", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:33:06.315892+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862530+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the title card reading “Wooden Dining Chairs With Arms” appears, now that you have moved and no longer have your old light-wood dining table, tell me which of all the dining chairs shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000047_turn_000003", "query": { "text": "When the title card reading “Upholstered Chair with Wooden Back” appears, now that you have moved from a dining nook with a low window behind the table to a room with high windows, tell me which of all the dining chairs shown so far is best for you?", "language": "en" }, "query_time_s": 75.5, "time_range": { "start_s": 75.5, "end_s": 110.4 }, "windows": { "waiting": null, "asking": { "start_s": 75.5, "end_s": 105.5, "start_frame": 2265, "end_frame": 3165 }, "answering": { "start_s": 105.5, "end_s": 110.2, "start_frame": 3165, "end_frame": 3306 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which visible wood-tone family do you currently prefer for the chairs?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer dining chairs with or without armrests?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What seat surface style do you currently prefer: upholstered or bare?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What backrest slat orientation and contour do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer straight or curved front-leg profiles?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you prefer matching chair pairs or single-chair presentations?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "89935ad2-7415-451e-88db-6405aff9387a", "text": "Pair of reddish-brown armchairs with compact straight vertical-slat wooden backs.", "entity_ids": [], "target_view_id": null }, { "option_id": "e3385cac-eaf7-447f-974e-d7efc93227a4", "text": "Pair of gray-brown armchairs with curved horizontal ladder backs.", "entity_ids": [], "target_view_id": null }, { "option_id": "9993474b-e852-4e98-848f-376b25846e01", "text": "Pair of burgundy wooden armchairs with tall geometric open backs.", "entity_ids": [], "target_view_id": null }, { "option_id": "fdc016c8-f547-4d36-b242-bd6ecabd54a0", "text": "Pair of rustic brown armchairs with tall straight vertical-slat backs.", "entity_ids": [], "target_view_id": null }, { "option_id": "e5eefde5-5f55-4ccc-9eb7-c6882dbbf12c", "text": "Pair of medium-brown armchairs with low open rectangular backs.", "entity_ids": [], "target_view_id": null }, { "option_id": "06fca017-6ed7-40ca-8350-45ef66b1d5e0", "text": "Pair of orange-brown armchairs with tall narrow vertical-slat backs.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "e3385cac-eaf7-447f-974e-d7efc93227a4", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a curved horizontal-slat backrest.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "47_3L71cTqRc80:stale_preference:002:5d839593", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the title card reading “Upholstered Chair with Wooden Back” appears, now that you have moved from a dining nook with a low window behind the table to a room with high windows, tell me which of all the dining chairs shown so far is best for you?", "historical_preference": "I preferred a compact, straight vertical-slat backrest.\nMy former dining nook had a low window directly behind the table; I have moved to a dining room with high windows.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 75.5, "original_segment_end_s": 110.4, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000047/evidence/turn_000003/option_001.jpg", "cases/UPC_000047/evidence/turn_000003/option_002.jpg", "cases/UPC_000047/evidence/turn_000003/option_003.jpg", "cases/UPC_000047/evidence/turn_000003/option_004.jpg", "cases/UPC_000047/evidence/turn_000003/option_005.jpg", "cases/UPC_000047/evidence/turn_000003/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当出现写着 Upholstered Chair with Wooden Back 的字幕卡时，告诉我目前出现的所有餐椅哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "梯背扶手椅" }, "wrong_answer": { "text": "深红竖条扶手椅" }, "answer_options": [ { "id": "89935ad2-7415-451e-88db-6405aff9387a", "text": "深红竖条扶手椅", "image_filename": "47_3L71cTqRc80_t78.1s_深红竖条扶手椅.jpg" }, { "id": "e3385cac-eaf7-447f-974e-d7efc93227a4", "text": "梯背扶手椅", "image_filename": "47_3L71cTqRc80_t83.1s_梯背扶手椅.jpg" }, { "id": "9993474b-e852-4e98-848f-376b25846e01", "text": "酒红高背扶手椅", "image_filename": "47_3L71cTqRc80_t88.1s_酒红高背扶手椅.jpg" }, { "id": "fdc016c8-f547-4d36-b242-bd6ecabd54a0", "text": "棕木竖条扶手椅", "image_filename": "47_3L71cTqRc80_t93.1s_棕木竖条扶手椅.jpg" }, { "id": "e5eefde5-5f55-4ccc-9eb7-c6882dbbf12c", "text": "横板靠背扶手椅", "image_filename": "47_3L71cTqRc80_t98.1s_横板靠背扶手椅.jpg" }, { "id": "06fca017-6ed7-40ca-8350-45ef66b1d5e0", "text": "浅木竖条扶手椅", "image_filename": "47_3L71cTqRc80_t103.1s_浅木竖条扶手椅.jpg" } ] } }, "preference_change_context": { "past_context": "My former dining nook had a low window directly behind the table.", "current_context": "I have moved to a dining room with high windows.", "why_old_basis_expired": "The higher windows remove the need to keep chair backs compact below a low sill." }, "affected_old_preference": "I preferred a compact, straight vertical-slat backrest.", "new_preference": "I now prefer a curved horizontal-slat backrest.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "B" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible finish color", "expected_user_reply": "I prefer a dark brown finish.", "matching_answer_labels": [ "A", "B", "C", "D" ] }, { "label": "B", "feature": "armrest presence", "expected_user_reply": "I prefer chairs with armrests.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "C", "feature": "seat upholstery", "expected_user_reply": "I prefer bare, unupholstered seats.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "D", "feature": "backrest slat orientation and contour", "expected_user_reply": "I now prefer a curved horizontal-slat backrest.", "matching_answer_labels": [ "B" ] }, { "label": "E", "feature": "front-leg profile", "expected_user_reply": "I prefer straight front legs.", "matching_answer_labels": [ "A", "B", "C", "D" ] }, { "label": "F", "feature": "number of chairs presented", "expected_user_reply": "I prefer presentations showing a matching pair.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:33:00.924309+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862534+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the title card reading “Upholstered Chair with Wooden Back” appears, now that you have moved from a dining nook with a low window behind the table to a room with high windows, tell me which of all the dining chairs shown so far is best for you?", "language": "en" } } } }, { "turn_id": "UPC_000047_turn_000004", "query": { "text": "When the side backgrounds turn pink and yellow and vertical-slat armchairs with striped seats appear, now that you have moved to a home without the oval-pattern wall panels, tell me which of all the dining chairs currently shown suits you best?", "language": "en" }, "query_time_s": 110.4, "time_range": { "start_s": 110.4, "end_s": 150.5 }, "windows": { "waiting": null, "asking": { "start_s": 110.4, "end_s": 145.5, "start_frame": 3312, "end_frame": 4365 }, "answering": { "start_s": 145.5, "end_s": 150.5, "start_frame": 4365, "end_frame": 4515 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which seat upholstery color do you currently prefer for your dining chairs?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What backrest pattern do you currently prefer among these dining chair designs?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer dining chairs with armrests or without them?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which visible wooden frame color do you currently prefer for dining chairs?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer plain or visibly striped seat upholstery?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer straight or curved front chair legs?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "fcc676ad-f876-440c-9698-c2ee60a4ce2a", "text": "Pair dark brown wooden chairs with beige seats and oval lattice backs.", "entity_ids": [], "target_view_id": null }, { "option_id": "9de5db60-4110-4fea-921d-1179f0caca3c", "text": "Pair dark brown chairs with pale seats and central solid back panels.", "entity_ids": [], "target_view_id": null }, { "option_id": "a53d33cf-1d77-4b04-8701-aedff39f1457", "text": "Pair dark brown chairs with white cushions and curved side rails.", "entity_ids": [], "target_view_id": null }, { "option_id": "5ce9b1ae-d225-4a14-ac0a-4e72c7553bea", "text": "Pair brown armchairs with scroll arms and red-yellow striped seats.", "entity_ids": [], "target_view_id": null }, { "option_id": "c4d9b757-ffa7-4a0b-8602-4520d82a547e", "text": "Pair medium-brown chairs with cream striped seats and four wavy back slats.", "entity_ids": [], "target_view_id": null }, { "option_id": "591fb3fb-eb5e-4564-99b8-406403345f28", "text": "Pair reddish-brown ladder-back chairs with dark brown padded seats.", "entity_ids": [], "target_view_id": null }, { "option_id": "3cf391b2-1a74-43d2-a93d-4327a40d4ee9", "text": "Pair medium-brown chairs with taupe seats and two broad vertical back slats.", "entity_ids": [], "target_view_id": null }, { "option_id": "68074626-c6ee-4543-9224-84b4b4fd339d", "text": "Pair reddish-brown armchairs with many straight slats and brown striped seats.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "c4d9b757-ffa7-4a0b-8602-4520d82a547e", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer four slender wavy vertical back slats.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "47_3L71cTqRc80:stale_preference:003:a397ab59", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 3, "canonical_question": "When the side backgrounds turn pink and yellow and vertical-slat armchairs with striped seats appear, now that you have moved to a home without the oval-pattern wall panels, tell me which of all the dining chairs currently shown suits you best?", "historical_preference": "I prefer an interlocking oval lattice backrest.\nMy previous dining room had oval-pattern wall panels that favored matching chair backs; I have moved to a home without the oval-pattern wall panels.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 110.4, "original_segment_end_s": 150.5, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000047/evidence/turn_000004/option_001.jpg", "cases/UPC_000047/evidence/turn_000004/option_002.jpg", "cases/UPC_000047/evidence/turn_000004/option_003.jpg", "cases/UPC_000047/evidence/turn_000004/option_004.jpg", "cases/UPC_000047/evidence/turn_000004/option_005.jpg", "cases/UPC_000047/evidence/turn_000004/option_006.jpg", "cases/UPC_000047/evidence/turn_000004/option_007.jpg", "cases/UPC_000047/evidence/turn_000004/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当两侧背景变成粉黄色、出现条纹座面的竖条扶手椅时，告诉我目前出现的所有餐椅哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "浅木竖条软座椅" }, "wrong_answer": { "text": "椭圆镂空软座椅" }, "answer_options": [ { "id": "fcc676ad-f876-440c-9698-c2ee60a4ce2a", "text": "椭圆镂空软座椅", "image_filename": "47_3L71cTqRc80_t113.1s_椭圆镂空软座椅.jpg" }, { "id": "9de5db60-4110-4fea-921d-1179f0caca3c", "text": "花瓶背软座椅", "image_filename": "47_3L71cTqRc80_t118.1s_花瓶背软座椅.jpg" }, { "id": "a53d33cf-1d77-4b04-8701-aedff39f1457", "text": "弧形靠背软座椅", "image_filename": "47_3L71cTqRc80_t123.1s_弧形靠背软座椅.jpg" }, { "id": "5ce9b1ae-d225-4a14-ac0a-4e72c7553bea", "text": "条纹座卷扶手椅", "image_filename": "47_3L71cTqRc80_t128.1s_条纹座卷扶手椅.jpg" }, { "id": "c4d9b757-ffa7-4a0b-8602-4520d82a547e", "text": "浅木竖条软座椅", "image_filename": "47_3L71cTqRc80_t133.1s_浅木竖条软座椅.jpg" }, { "id": "591fb3fb-eb5e-4564-99b8-406403345f28", "text": "横档背皮座椅", "image_filename": "47_3L71cTqRc80_t138.1s_横档背皮座椅.jpg" }, { "id": "3cf391b2-1a74-43d2-a93d-4327a40d4ee9", "text": "三竖条布座椅", "image_filename": "47_3L71cTqRc80_t143.1s_三竖条布座椅.jpg" }, { "id": "68074626-c6ee-4543-9224-84b4b4fd339d", "text": "条纹座竖条扶手椅", "image_filename": "47_3L71cTqRc80_t148.1s_条纹座竖条扶手椅.jpg" } ] } }, "preference_change_context": { "past_context": "My previous dining room had oval-pattern wall panels that favored matching chair backs.", "current_context": "I have moved to a home without the oval-pattern wall panels.", "why_old_basis_expired": "The decorative feature supporting my former backrest preference is no longer present." }, "affected_old_preference": "I prefer an interlocking oval lattice backrest.", "new_preference": "I prefer four slender wavy vertical back slats.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "seat upholstery color", "expected_user_reply": "I prefer a light neutral seat color.", "matching_answer_labels": [ "A", "B", "C", "E", "G" ] }, { "label": "B", "feature": "backrest pattern", "expected_user_reply": "I prefer four slender wavy vertical back slats.", "matching_answer_labels": [ "E" ] }, { "label": "C", "feature": "presence of armrests", "expected_user_reply": "I prefer dining chairs without armrests.", "matching_answer_labels": [ "A", "B", "C", "E", "F", "G" ] }, { "label": "D", "feature": "wooden frame color", "expected_user_reply": "I prefer a medium-brown wooden frame.", "matching_answer_labels": [ "D", "E", "G" ] }, { "label": "E", "feature": "seat upholstery pattern", "expected_user_reply": "I prefer visibly striped seat upholstery.", "matching_answer_labels": [ "D", "E", "H" ] }, { "label": "F", "feature": "front leg shape", "expected_user_reply": "I prefer straight front chair legs.", "matching_answer_labels": [ "B", "C", "E", "F", "G", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:32:40.870224+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862538+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the side backgrounds turn pink and yellow and vertical-slat armchairs with striped seats appear, now that you have moved to a home without the oval-pattern wall panels, tell me which of all the dining chairs currently shown suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/47_3L71cTqRc80/47_3L71cTqRc80.mp4", "duration_s": 153.533333, "width": 1920, "height": 1080, "fps": { "num": 30, "den": 1 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000048", "source": { "dataset": "YouTube", "video_id": "48__YoKcxQ-XLw", "filename": "48__YoKcxQ-XLw.mp4", "url": null, "input_filename": "48__YoKcxQ-XLw.mp4" }, "media": { "uri": "cases/UPC_000048/video.mp4", "duration_s": 224.592944, "width": 1280, "height": 720, "frame_count": 6706, "fps": { "num": 737, "den": 25, "value": 29.48 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000048_turn_000001", "query": { "text": "When the white kitchen with a hanging wreath and gray-and-white striped runner appears, now that you have moved from a rustic furnished rental into your own undecorated kitchen, tell me which kitchen rug shown so far suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 53.63 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 47.626, "start_frame": 0, "end_frame": 1404 }, "answering": { "start_s": 47.626, "end_s": 53.63, "start_frame": 1404, "end_frame": 1581 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you prefer a long rectangular shape for your kitchen rug?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Would you like your kitchen rug to have a clearly defined border?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you prefer repeated motifs rather than one dominant central medallion?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which color-and-pattern style do you currently prefer for your kitchen rug?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Would you rather have a kitchen rug without any visible fringe?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you prefer a flat surface instead of a chunky braided texture?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "9d2002fd-2be3-4d1b-b922-9fa3f9fdd3a2", "text": "Natural tan rectangular rug with chunky braided woven texture.", "entity_ids": [], "target_view_id": null }, { "option_id": "eb163f49-b792-4936-967c-53dc72b1119d", "text": "Navy and pink floral rectangular rug with pale fringed ends.", "entity_ids": [], "target_view_id": null }, { "option_id": "d8ee3a52-058e-44d2-9a75-5002b033d3c3", "text": "Magenta geometric runner with black edging and diamond motifs.", "entity_ids": [], "target_view_id": null }, { "option_id": "b84c403c-cdf6-4cbf-8c8a-0dbd109594d0", "text": "Distressed cream rug with rust geometric border and central medallion.", "entity_ids": [], "target_view_id": null }, { "option_id": "744c810b-3346-47f3-b03e-f302af572063", "text": "Red and navy ornate rug with multiple geometric medallions.", "entity_ids": [], "target_view_id": null }, { "option_id": "b25103e9-405b-4da4-953a-2186a1e67ec2", "text": "Red-and-white striped runner with solid red border.", "entity_ids": [], "target_view_id": null }, { "option_id": "6b2ca084-ad82-4f38-a1a4-a75b89faddbf", "text": "Faded red patterned runner with central angular medallion and border.", "entity_ids": [], "target_view_id": null }, { "option_id": "39ef76ed-cb5d-4572-b927-902dbc8b7124", "text": "Cream runner with evenly spaced blue-gray lengthwise stripes.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "b25103e9-405b-4da4-953a-2186a1e67ec2", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer the red-and-white striped color-and-pattern design.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "48__YoKcxQ-XLw:stale_preference:000:a6a3515b", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the white kitchen with a hanging wreath and gray-and-white striped runner appears, now that you have moved from a rustic furnished rental into your own undecorated kitchen, tell me which kitchen rug shown so far suits you best?", "historical_preference": "I prefer a solid natural-tan color-and-pattern design.\nIn my rustic furnished rental, I chose a solid natural-tan design to blend with the existing decor; I have moved from that furnished rental into my own undecorated kitchen.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 53.63, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000048/evidence/turn_000001/option_001.jpg", "cases/UPC_000048/evidence/turn_000001/option_002.jpg", "cases/UPC_000048/evidence/turn_000001/option_003.jpg", "cases/UPC_000048/evidence/turn_000001/option_004.jpg", "cases/UPC_000048/evidence/turn_000001/option_005.jpg", "cases/UPC_000048/evidence/turn_000001/option_006.jpg", "cases/UPC_000048/evidence/turn_000001/option_007.jpg", "cases/UPC_000048/evidence/turn_000001/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现挂花环的白色厨房和灰白条纹长毯时，告诉我目前出现的所有厨房地毯哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "红白条纹L形地垫" }, "wrong_answer": { "text": "米色黄麻毯配灶台" }, "answer_options": [ { "id": "9d2002fd-2be3-4d1b-b922-9fa3f9fdd3a2", "text": "米色黄麻毯配灶台", "image_filename": "48__YoKcxQ-XLw_t2.4s_米色黄麻毯配灶台.jpg" }, { "id": "eb163f49-b792-4936-967c-53dc72b1119d", "text": "海军蓝粉花波斯毯", "image_filename": "48__YoKcxQ-XLw_t8.4s_海军蓝粉花波斯毯.jpg" }, { "id": "d8ee3a52-058e-44d2-9a75-5002b033d3c3", "text": "墨绿岛台旁玫红长毯", "image_filename": "48__YoKcxQ-XLw_t14.4s_墨绿岛台旁玫红长毯.jpg" }, { "id": "b84c403c-cdf6-4cbf-8c8a-0dbd109594d0", "text": "褪色赤陶波斯长毯", "image_filename": "48__YoKcxQ-XLw_t20.4s_褪色赤陶波斯长毯.jpg" }, { "id": "744c810b-3346-47f3-b03e-f302af572063", "text": "深色台面红波斯长毯", "image_filename": "48__YoKcxQ-XLw_t26.4s_深色台面红波斯长毯.jpg" }, { "id": "b25103e9-405b-4da4-953a-2186a1e67ec2", "text": "红白条纹L形地垫", "image_filename": "48__YoKcxQ-XLw_t32.4s_红白条纹L形地垫.jpg" }, { "id": "6b2ca084-ad82-4f38-a1a4-a75b89faddbf", "text": "开放架旁红色长毯", "image_filename": "48__YoKcxQ-XLw_t44.4s_开放架旁红色长毯.jpg" }, { "id": "39ef76ed-cb5d-4572-b927-902dbc8b7124", "text": "灰白条纹岛台长毯", "image_filename": "48__YoKcxQ-XLw_t50.4s_灰白条纹岛台长毯.jpg" } ] } }, "preference_change_context": { "past_context": "In my rustic furnished rental, I chose a solid natural-tan design to blend with the existing decor.", "current_context": "I have moved from that furnished rental into my own undecorated kitchen.", "why_old_basis_expired": "The rental's existing rustic decor no longer determines my rug design choice." }, "affected_old_preference": "I prefer a solid natural-tan color-and-pattern design.", "new_preference": "I prefer the red-and-white striped color-and-pattern design.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "F" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "rug shape and proportion", "expected_user_reply": "I prefer a long rectangular rug.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H" ] }, { "label": "B", "feature": "defined outer border", "expected_user_reply": "I prefer a clearly defined border.", "matching_answer_labels": [ "B", "C", "D", "E", "F", "G" ] }, { "label": "C", "feature": "motif arrangement", "expected_user_reply": "I prefer repeated motifs rather than one dominant central medallion.", "matching_answer_labels": [ "A", "B", "C", "E", "F", "H" ] }, { "label": "D", "feature": "color-and-pattern design", "expected_user_reply": "I prefer the red-and-white striped color-and-pattern design.", "matching_answer_labels": [ "F" ] }, { "label": "E", "feature": "visible fringe", "expected_user_reply": "I prefer no visible fringe.", "matching_answer_labels": [ "A", "C", "D", "E", "F", "G", "H" ] }, { "label": "F", "feature": "surface texture", "expected_user_reply": "I prefer a flat, non-braided surface.", "matching_answer_labels": [ "B", "C", "D", "E", "F", "G", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:33:02.473888+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862542+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the white kitchen with a hanging wreath and gray-and-white striped runner appears, now that you have moved from a rustic furnished rental into your own undecorated kitchen, tell me which kitchen rug shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000048_turn_000002", "query": { "text": "When the black-background rooster-patterned mat appears, now that you have moved from a compact rental kitchen to a larger kitchen, tell me which of all the kitchen rugs shown currently suits you best?", "language": "en" }, "query_time_s": 53.63, "time_range": { "start_s": 53.63, "end_s": 107.632 }, "windows": { "waiting": null, "asking": { "start_s": 53.63, "end_s": 101.73, "start_frame": 1581, "end_frame": 2999 }, "answering": { "start_s": 101.73, "end_s": 107.632, "start_frame": 2999, "end_frame": 3173 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which visible color family do you currently want included in your rug?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What rug shape or proportion do you currently prefer in your kitchen?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer a design with or without a patterned border?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer a limited palette or several visible colors?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What overall pattern layout do you currently prefer for your kitchen rug?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer figurative imagery or entirely nonfigurative patterns?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_e", "correct_option_ids": [ "ask_e" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "dfcad2f7-6c99-4f61-b23f-2d1f5504cce2", "text": "Pair of pale beige rugs with subtle horizontal stripes.", "entity_ids": [], "target_view_id": null }, { "option_id": "5e820522-6775-4055-b4a7-a0d24e34436c", "text": "Deep red rectangular rug with mottled horizontal bands.", "entity_ids": [], "target_view_id": null }, { "option_id": "64267722-f1f9-4ce2-b4a5-b8e1193baf1f", "text": "Navy rug with large salmon geometric central medallion and ornate border.", "entity_ids": [], "target_view_id": null }, { "option_id": "153885dd-8d3b-4e1d-877f-5f94ca5b0a9a", "text": "Long turquoise runner with wide red, yellow, and pink stripes.", "entity_ids": [], "target_view_id": null }, { "option_id": "3d8ae1d1-892d-474b-a399-b062b7550ecb", "text": "Pink runner with three repeated diamond medallions and zigzag details.", "entity_ids": [], "target_view_id": null }, { "option_id": "2ebd05b8-fa76-4d6f-9637-9ccc25654634", "text": "Red rug with dense floral motifs and dark patterned border.", "entity_ids": [], "target_view_id": null }, { "option_id": "6350f233-5b6d-4d9f-bec5-fc334c4521dc", "text": "Long cream-and-tan runner with narrow lengthwise stripes.", "entity_ids": [], "target_view_id": null }, { "option_id": "e0997edf-1ae9-4417-9447-e22e89e59728", "text": "Two black-and-white runners with narrow alternating stripes.", "entity_ids": [], "target_view_id": null }, { "option_id": "4142b6df-bd1d-4ddc-875c-db927a23f448", "text": "Cream-centered rug with black floral border and colorful roosters.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "64267722-f1f9-4ce2-b4a5-b8e1193baf1f", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a single large central geometric medallion.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "48__YoKcxQ-XLw:stale_preference:001:f21ca75c", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the black-background rooster-patterned mat appears, now that you have moved from a compact rental kitchen to a larger kitchen, tell me which of all the kitchen rugs shown currently suits you best?", "historical_preference": "I prefer subtle pale horizontal stripes.\nIn my compact rental kitchen, I favored subdued patterns to avoid visual crowding; I have moved from a compact rental kitchen to a larger kitchen.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 53.63, "original_segment_end_s": 107.632, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000048/evidence/turn_000002/option_001.jpg", "cases/UPC_000048/evidence/turn_000002/option_002.jpg", "cases/UPC_000048/evidence/turn_000002/option_003.jpg", "cases/UPC_000048/evidence/turn_000002/option_004.jpg", "cases/UPC_000048/evidence/turn_000002/option_005.jpg", "cases/UPC_000048/evidence/turn_000002/option_006.jpg", "cases/UPC_000048/evidence/turn_000002/option_007.jpg", "cases/UPC_000048/evidence/turn_000002/option_008.jpg", "cases/UPC_000048/evidence/turn_000002/option_009.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现黑底公鸡图案地垫时，告诉我目前出现的所有厨房地毯哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "红蓝菱形基里姆毯" }, "wrong_answer": { "text": "藤椅旁米白条纹长毯" }, "answer_options": [ { "id": "dfcad2f7-6c99-4f61-b23f-2d1f5504cce2", "text": "藤椅旁米白条纹长毯", "image_filename": "48__YoKcxQ-XLw_t56.4s_藤椅旁米白条纹长毯.jpg" }, { "id": "5e820522-6775-4055-b4a7-a0d24e34436c", "text": "深色橱柜红色长毯", "image_filename": "48__YoKcxQ-XLw_t62.4s_深色橱柜红色长毯.jpg" }, { "id": "64267722-f1f9-4ce2-b4a5-b8e1193baf1f", "text": "红蓝菱形基里姆毯", "image_filename": "48__YoKcxQ-XLw_t68.4s_红蓝菱形基里姆毯.jpg" }, { "id": "153885dd-8d3b-4e1d-877f-5f94ca5b0a9a", "text": "彩虹竖条纹长毯", "image_filename": "48__YoKcxQ-XLw_t74.4s_彩虹竖条纹长毯.jpg" }, { "id": "3d8ae1d1-892d-474b-a399-b062b7550ecb", "text": "珊瑚粉几何长毯", "image_filename": "48__YoKcxQ-XLw_t80.4s_珊瑚粉几何长毯.jpg" }, { "id": "2ebd05b8-fa76-4d6f-9637-9ccc25654634", "text": "白厨房红波斯长毯", "image_filename": "48__YoKcxQ-XLw_t86.4s_白厨房红波斯长毯.jpg" }, { "id": "6350f233-5b6d-4d9f-bec5-fc334c4521dc", "text": "米白条纹毯配藤篮", "image_filename": "48__YoKcxQ-XLw_t92.4s_米白条纹毯配藤篮.jpg" }, { "id": "e0997edf-1ae9-4417-9447-e22e89e59728", "text": "黑白宽条纹岛台毯", "image_filename": "48__YoKcxQ-XLw_t98.4s_黑白宽条纹岛台毯.jpg" }, { "id": "4142b6df-bd1d-4ddc-875c-db927a23f448", "text": "黑底公鸡图案地垫", "image_filename": "48__YoKcxQ-XLw_t104.4s_黑底公鸡图案地垫.jpg" } ] } }, "preference_change_context": { "past_context": "In my compact rental kitchen, I favored subdued patterns to avoid visual crowding.", "current_context": "I have moved from a compact rental kitchen to a larger kitchen.", "why_old_basis_expired": "The larger space removes the visual-crowding reason for automatically retaining subdued stripes." }, "affected_old_preference": "I prefer subtle pale horizontal stripes.", "new_preference": "I prefer a single large central geometric medallion.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible color family", "expected_user_reply": "I prefer warm red or pink tones.", "matching_answer_labels": [ "B", "C", "D", "E", "F", "I" ] }, { "label": "B", "feature": "rug shape and proportion", "expected_user_reply": "I prefer a rectangular rug.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H", "I" ] }, { "label": "C", "feature": "border treatment", "expected_user_reply": "I prefer a visibly patterned border.", "matching_answer_labels": [ "C", "F", "I" ] }, { "label": "D", "feature": "number of visible colors", "expected_user_reply": "I prefer several clearly visible colors.", "matching_answer_labels": [ "B", "C", "D", "E", "F", "I" ] }, { "label": "E", "feature": "overall pattern layout", "expected_user_reply": "I prefer a single large central geometric medallion.", "matching_answer_labels": [ "C" ] }, { "label": "F", "feature": "figurative versus nonfigurative imagery", "expected_user_reply": "I prefer nonfigurative patterns.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:33:12.653308+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862546+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the black-background rooster-patterned mat appears, now that you have moved from a compact rental kitchen to a larger kitchen, tell me which of all the kitchen rugs shown currently suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000048_turn_000003", "query": { "text": "When a black-and-white geometric runner appears before a black oven in a white kitchen, now that you have moved to a kitchen without the former quatrefoil tilework, tell me which of all the kitchen rugs shown currently suits you best?", "language": "en" }, "query_time_s": 107.632, "time_range": { "start_s": 107.632, "end_s": 161.839 }, "windows": { "waiting": null, "asking": { "start_s": 107.632, "end_s": 155.936, "start_frame": 3173, "end_frame": 4597 }, "answering": { "start_s": 155.936, "end_s": 161.839, "start_frame": 4597, "end_frame": 4771 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What rug shape do you currently prefer: rectangular or another form?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which edge finish do you prefer: fringed or cleanly finished?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Which color-pattern scheme do you currently prefer among the visible designs?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you prefer a decorative border or an uninterrupted outer edge?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Should your rug run lengthwise beside the kitchen cabinets?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer elongated or broader rug proportions?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_c", "correct_option_ids": [ "ask_c" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "f381c97d-6f43-4ec7-8b58-26f3e16911a1", "text": "Gray runner with a repeating white curved lattice pattern.", "entity_ids": [], "target_view_id": null }, { "option_id": "bfb3cd90-0183-4d89-b584-986db961e6cc", "text": "Red rectangular rug with an ornate dark medallion and border.", "entity_ids": [], "target_view_id": null }, { "option_id": "b50e9cfa-290c-43d3-8dbf-8b638b7ab111", "text": "Magenta rug with multicolored geometric motifs and a patterned border.", "entity_ids": [], "target_view_id": null }, { "option_id": "a939add0-38ed-4cfa-bc54-428fa89dec06", "text": "Solid black rectangular mat with a subtly textured surface.", "entity_ids": [], "target_view_id": null }, { "option_id": "d92ed7b2-aa60-43a3-be84-09f7c99dc29d", "text": "White runner with evenly spaced gray horizontal stripes.", "entity_ids": [], "target_view_id": null }, { "option_id": "f4125fcd-31f2-4609-96df-6937f7b7f1de", "text": "Cream woven runner with faint linear texture and no border.", "entity_ids": [], "target_view_id": null }, { "option_id": "aaa0c2ff-930a-4fec-9944-c2b74e4f7c66", "text": "Black-and-white plaid runner with fringed short edges.", "entity_ids": [], "target_view_id": null }, { "option_id": "0e9ea74e-716d-4e36-8bec-aeb0728e43b6", "text": "Red rug with floral medallions and a dark ornate border.", "entity_ids": [], "target_view_id": null }, { "option_id": "ca3051ba-4970-4996-8522-a264fc974bbc", "text": "White runner with black diamond lattice and fringed ends.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "a939add0-38ed-4cfa-bc54-428fa89dec06", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a solid black, pattern-free design.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "48__YoKcxQ-XLw:stale_preference:002:24015f9c", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When a black-and-white geometric runner appears before a black oven in a white kitchen, now that you have moved to a kitchen without the former quatrefoil tilework, tell me which of all the kitchen rugs shown currently suits you best?", "historical_preference": "I prefer a gray-and-white curved lattice design.\nMy former kitchen had fixed quatrefoil tilework that I wanted the rug to echo; I have moved to a kitchen without the former quatrefoil tilework.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 107.632, "original_segment_end_s": 161.839, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000048/evidence/turn_000003/option_001.jpg", "cases/UPC_000048/evidence/turn_000003/option_002.jpg", "cases/UPC_000048/evidence/turn_000003/option_003.jpg", "cases/UPC_000048/evidence/turn_000003/option_004.jpg", "cases/UPC_000048/evidence/turn_000003/option_005.jpg", "cases/UPC_000048/evidence/turn_000003/option_006.jpg", "cases/UPC_000048/evidence/turn_000003/option_007.jpg", "cases/UPC_000048/evidence/turn_000003/option_008.jpg", "cases/UPC_000048/evidence/turn_000003/option_009.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现白厨房黑烤箱前的黑白几何长毯时，告诉我目前出现的所有厨房地毯哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "黑色防疲劳站立垫" }, "wrong_answer": { "text": "灰色四叶纹长毯" }, "answer_options": [ { "id": "f381c97d-6f43-4ec7-8b58-26f3e16911a1", "text": "灰色四叶纹长毯", "image_filename": "48__YoKcxQ-XLw_t110.4s_灰色四叶纹长毯.jpg" }, { "id": "bfb3cd90-0183-4d89-b584-986db961e6cc", "text": "砖墙厨房红波斯毯", "image_filename": "48__YoKcxQ-XLw_t116.4s_砖墙厨房红波斯毯.jpg" }, { "id": "b50e9cfa-290c-43d3-8dbf-8b638b7ab111", "text": "玫红长毯配浅蓝凳", "image_filename": "48__YoKcxQ-XLw_t122.4s_玫红长毯配浅蓝凳.jpg" }, { "id": "a939add0-38ed-4cfa-bc54-428fa89dec06", "text": "黑色防疲劳站立垫", "image_filename": "48__YoKcxQ-XLw_t128.4s_黑色防疲劳站立垫.jpg" }, { "id": "d92ed7b2-aa60-43a3-be84-09f7c99dc29d", "text": "黑白细条纹岛台毯", "image_filename": "48__YoKcxQ-XLw_t134.4s_黑白细条纹岛台毯.jpg" }, { "id": "f4125fcd-31f2-4609-96df-6937f7b7f1de", "text": "浅米色黄麻长毯", "image_filename": "48__YoKcxQ-XLw_t140.4s_浅米色黄麻长毯.jpg" }, { "id": "aaa0c2ff-930a-4fec-9944-c2b74e4f7c66", "text": "黑白格纹小地毯", "image_filename": "48__YoKcxQ-XLw_t146.4s_黑白格纹小地毯.jpg" }, { "id": "0e9ea74e-716d-4e36-8bec-aeb0728e43b6", "text": "橡木柜前红波斯毯", "image_filename": "48__YoKcxQ-XLw_t152.4s_橡木柜前红波斯毯.jpg" }, { "id": "ca3051ba-4970-4996-8522-a264fc974bbc", "text": "黑白几何印花长毯", "image_filename": "48__YoKcxQ-XLw_t158.4s_黑白几何印花长毯.jpg" } ] } }, "preference_change_context": { "past_context": "My former kitchen had fixed quatrefoil tilework that I wanted the rug to echo.", "current_context": "I have moved to a kitchen without the former quatrefoil tilework.", "why_old_basis_expired": "The architectural motif that justified matching a curved lattice design is no longer present." }, "affected_old_preference": "I prefer a gray-and-white curved lattice design.", "new_preference": "I prefer a solid black, pattern-free design.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "rug shape", "expected_user_reply": "I prefer a rectangular rug.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H", "I" ] }, { "label": "B", "feature": "edge finish", "expected_user_reply": "I prefer cleanly finished edges without fringe.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "H" ] }, { "label": "C", "feature": "color-pattern scheme", "expected_user_reply": "I prefer a solid black, pattern-free design.", "matching_answer_labels": [ "D" ] }, { "label": "D", "feature": "border treatment", "expected_user_reply": "I prefer an uninterrupted edge without a decorative border.", "matching_answer_labels": [ "A", "D", "E", "F", "G", "I" ] }, { "label": "E", "feature": "orientation relative to cabinetry", "expected_user_reply": "I prefer lengthwise alignment beside the cabinets.", "matching_answer_labels": [ "A", "D", "E", "F", "I" ] }, { "label": "F", "feature": "rug proportions", "expected_user_reply": "I prefer elongated rug proportions.", "matching_answer_labels": [ "A", "C", "D", "E", "F", "G", "H", "I" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:33:56.637424+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862549+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a black-and-white geometric runner appears before a black oven in a white kitchen, now that you have moved to a kitchen without the former quatrefoil tilework, tell me which of all the kitchen rugs shown currently suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000048_turn_000004", "query": { "text": "When a dining area with blue-gray cabinets and floral curtains appears, now that you have moved from a traditionally decorated rental into an undecorated kitchen, tell me which kitchen rug currently shown best suits you?", "language": "en" }, "query_time_s": 161.839, "time_range": { "start_s": 161.839, "end_s": 221.54 }, "windows": { "waiting": null, "asking": { "start_s": 161.839, "end_s": 215.841, "start_frame": 4771, "end_frame": 6363 }, "answering": { "start_s": 215.841, "end_s": 221.54, "start_frame": 6363, "end_frame": 6531 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which rug style do you currently prefer: fringed, ornate, geometric, or striped?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which dominant color family do you currently want for your kitchen rug?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What rug format do you currently prefer: runner, mat, or area rug?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer repeating motifs or a mostly undecorated surface?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently want a contrasting decorative border around the rug?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What surface appearance do you currently prefer: visibly woven or smoothly finished?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "f3e6411d-8249-456d-aa0a-1df0c81d6b19", "text": "Tan coarse-woven runner with thick knotted fringe.", "entity_ids": [], "target_view_id": null }, { "option_id": "8ff0ec22-5c91-4a50-b459-d604440a3a80", "text": "Navy rectangular mat with ornate beige and blue paisley border.", "entity_ids": [], "target_view_id": null }, { "option_id": "1e121dbb-2291-451a-b643-fe430388e01f", "text": "Two plain brown cushioned mats with rounded corners.", "entity_ids": [], "target_view_id": null }, { "option_id": "41861131-b13c-4c3d-a522-a09529076543", "text": "Gray runner with repeating white quatrefoil pattern.", "entity_ids": [], "target_view_id": null }, { "option_id": "db8a4e93-13db-4b12-b859-b99b6bfbeb0f", "text": "Navy mat with pale blue floral border.", "entity_ids": [], "target_view_id": null }, { "option_id": "16aa32c5-94ef-4559-a6fa-ba81d910272c", "text": "Elongated woven runner with blue and white stripes.", "entity_ids": [], "target_view_id": null }, { "option_id": "3c385fe8-6de2-49e1-8563-13babdfd5b5e", "text": "Red traditional rug with angular motifs and dark border.", "entity_ids": [], "target_view_id": null }, { "option_id": "6cb0bfaf-c76c-4d08-bcc3-c4e2e13c6452", "text": "White and blue mat with tiled stars and geometric border.", "entity_ids": [], "target_view_id": null }, { "option_id": "b022ac9b-ee81-4c86-8600-9de579585bf2", "text": "Large cream mottled area rug beneath dining chairs.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "f3e6411d-8249-456d-aa0a-1df0c81d6b19", "reference_text": null }, "evidence": { "text": [ { "content": "I now prefer a plain natural-colored woven style with knotted fringe.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "48__YoKcxQ-XLw:stale_preference:003:23a233a8", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 3, "canonical_question": "When a dining area with blue-gray cabinets and floral curtains appears, now that you have moved from a traditionally decorated rental into an undecorated kitchen, tell me which kitchen rug currently shown best suits you?", "historical_preference": "I preferred an ornate paisley-bordered style.\nMy traditionally decorated rental led me to favor an ornate paisley-bordered rug style; I have moved into an undecorated kitchen without the rental's traditional decor.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 161.839, "original_segment_end_s": 221.54, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000048/evidence/turn_000004/option_001.jpg", "cases/UPC_000048/evidence/turn_000004/option_002.jpg", "cases/UPC_000048/evidence/turn_000004/option_003.jpg", "cases/UPC_000048/evidence/turn_000004/option_004.jpg", "cases/UPC_000048/evidence/turn_000004/option_005.jpg", "cases/UPC_000048/evidence/turn_000004/option_006.jpg", "cases/UPC_000048/evidence/turn_000004/option_007.jpg", "cases/UPC_000048/evidence/turn_000004/option_008.jpg", "cases/UPC_000048/evidence/turn_000004/option_009.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现蓝灰色橱柜配花卉窗帘的餐区时，告诉我目前出现的所有厨房地毯哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "黄麻流苏长毯" }, "wrong_answer": { "text": "蓝色花纹方形地垫" }, "answer_options": [ { "id": "f3e6411d-8249-456d-aa0a-1df0c81d6b19", "text": "黄麻流苏长毯", "image_filename": "48__YoKcxQ-XLw_t164.4s_黄麻流苏长毯.jpg" }, { "id": "8ff0ec22-5c91-4a50-b459-d604440a3a80", "text": "蓝色花纹方形地垫", "image_filename": "48__YoKcxQ-XLw_t170.4s_蓝色花纹方形地垫.jpg" }, { "id": "1e121dbb-2291-451a-b643-fe430388e01f", "text": "棕色记忆棉地垫套装", "image_filename": "48__YoKcxQ-XLw_t176.4s_棕色记忆棉地垫套装.jpg" }, { "id": "41861131-b13c-4c3d-a522-a09529076543", "text": "灰底白四叶纹地毯", "image_filename": "48__YoKcxQ-XLw_t182.4s_灰底白四叶纹地毯.jpg" }, { "id": "db8a4e93-13db-4b12-b859-b99b6bfbeb0f", "text": "深蓝花卉边框地垫", "image_filename": "48__YoKcxQ-XLw_t194.4s_深蓝花卉边框地垫.jpg" }, { "id": "16aa32c5-94ef-4559-a6fa-ba81d910272c", "text": "蓝白条纹岛台长毯", "image_filename": "48__YoKcxQ-XLw_t200.4s_蓝白条纹岛台长毯.jpg" }, { "id": "3c385fe8-6de2-49e1-8563-13babdfd5b5e", "text": "珊瑚红花纹岛台毯", "image_filename": "48__YoKcxQ-XLw_t206.4s_珊瑚红花纹岛台毯.jpg" }, { "id": "6cb0bfaf-c76c-4d08-bcc3-c4e2e13c6452", "text": "蓝白花砖印花地垫", "image_filename": "48__YoKcxQ-XLw_t212.4s_蓝白花砖印花地垫.jpg" }, { "id": "b022ac9b-ee81-4c86-8600-9de579585bf2", "text": "蓝橱柜餐区米色地毯", "image_filename": "48__YoKcxQ-XLw_t218.4s_蓝橱柜餐区米色地毯.jpg" } ] } }, "preference_change_context": { "past_context": "My traditionally decorated rental led me to favor an ornate paisley-bordered rug style.", "current_context": "I have moved into an undecorated kitchen without the rental's traditional decor.", "why_old_basis_expired": "The former preference was based on matching decor that is no longer present." }, "affected_old_preference": "I preferred an ornate paisley-bordered style.", "new_preference": "I now prefer a plain natural-colored woven style with knotted fringe.", "preference_audit": { "old_matching_answer_labels": [ "B" ], "new_matching_answer_labels": [ "A" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "overall decorative style and edge treatment", "expected_user_reply": "I now prefer a plain natural-colored woven style with knotted fringe.", "matching_answer_labels": [ "A" ] }, { "label": "B", "feature": "dominant color family", "expected_user_reply": "I prefer warm neutral tones.", "matching_answer_labels": [ "A", "C", "I" ] }, { "label": "C", "feature": "rug format", "expected_user_reply": "I prefer an elongated runner format.", "matching_answer_labels": [ "A", "D", "F", "G" ] }, { "label": "D", "feature": "motif density", "expected_user_reply": "I prefer a mostly undecorated surface.", "matching_answer_labels": [ "A", "C", "I" ] }, { "label": "E", "feature": "contrasting decorative border", "expected_user_reply": "I do not want a contrasting decorative border.", "matching_answer_labels": [ "A", "C", "D", "F", "I" ] }, { "label": "F", "feature": "surface appearance", "expected_user_reply": "I prefer a visibly woven surface.", "matching_answer_labels": [ "A", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:33:38.822277+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862553+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a dining area with blue-gray cabinets and floral curtains appears, now that you have moved from a traditionally decorated rental into an undecorated kitchen, tell me which kitchen rug currently shown best suits you?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/48__YoKcxQ-XLw/48__YoKcxQ-XLw.mp4", "duration_s": 224.592944, "width": 1280, "height": 720, "fps": { "num": 737, "den": 25 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000049", "source": { "dataset": "YouTube", "video_id": "49_AOv507DlVhs", "filename": "49_AOv507DlVhs.mp4", "url": null, "input_filename": "49_AOv507DlVhs.mp4" }, "media": { "uri": "cases/UPC_000049/video.mp4", "duration_s": 1081.747333, "width": 1920, "height": 1080, "frame_count": 32527, "fps": { "num": 30000, "den": 1001, "value": 29.97002997002997 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000049_turn_000001", "query": { "text": "When the shelf close-up shows the caption \"Hazelnuts & Cookie\" and the host then raises the yellow-green-wrapped chocolate, now that you have moved from a red-themed home office to a neutrally furnished shared office, tell me which of all the chocolates shown currently suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 327.894 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 269.603, "start_frame": 0, "end_frame": 8080 }, "answering": { "start_s": 269.603, "end_s": 279.813, "start_frame": 8080, "end_frame": 8386 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What package shape do you currently prefer for your chocolate?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Which main logo lettering color do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer wrappers with a yellow circular badge?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which wrapper color do you currently prefer: red, orange, yellow, purple, green, or lime?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer a visible white nutrition warning box?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What printed net weight do you currently prefer?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "ec398bf9-f760-409c-be46-1d82f0f47df1", "text": "Red wrapper with blue TONY'S lettering and yellow circular badge.", "entity_ids": [], "target_view_id": null }, { "option_id": "f11b1aa8-76eb-4a12-9a40-8a36d7791136", "text": "Orange wrapper with red TONY'S lettering and white warning box.", "entity_ids": [], "target_view_id": null }, { "option_id": "c757b7e2-0e25-49cc-ad76-714508f51e7c", "text": "Bright yellow wrapper with red TONY'S lettering and green side stripe.", "entity_ids": [], "target_view_id": null }, { "option_id": "18f07573-7fb3-46cd-baca-5c6afeb972fc", "text": "Purple wrapper with red TONY'S lettering and yellow side stripe.", "entity_ids": [], "target_view_id": null }, { "option_id": "8fc867d5-bfe9-474c-9dcb-961c4f39726f", "text": "Medium green wrapper with red TONY'S lettering and yellow side stripe.", "entity_ids": [], "target_view_id": null }, { "option_id": "94d79c6f-f707-4c28-b18b-8a2a566ef868", "text": "Lime-green wrapper with red TONY'S lettering and orange side stripe.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "8fc867d5-bfe9-474c-9dcb-961c4f39726f", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer a medium green wrapper.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "49_AOv507DlVhs:stale_preference:000:302dd818", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the shelf close-up shows the caption \"Hazelnuts & Cookie\" and the host then raises the yellow-green-wrapped chocolate, now that you have moved from a red-themed home office to a neutrally furnished shared office, tell me which of all the chocolates shown currently suits you best?", "historical_preference": "I preferred a red wrapper that coordinated with my home office.\nI previously worked in a red-themed home office; I now work in a neutrally furnished shared office.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 327.894, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000049/evidence/turn_000001/option_001.jpg", "cases/UPC_000049/evidence/turn_000001/option_002.jpg", "cases/UPC_000049/evidence/turn_000001/option_003.jpg", "cases/UPC_000049/evidence/turn_000001/option_004.jpg", "cases/UPC_000049/evidence/turn_000001/option_005.jpg", "cases/UPC_000049/evidence/turn_000001/option_006.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当货架特写画面上出现字幕 \"Hazelnuts & Cookie\"、主播随后举起那条黄绿色包装的巧克力时，告诉我目前出现的所有巧克力哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "榛子牛奶巧(绿色)" }, "wrong_answer": { "text": "牛奶巧克力(红色)" }, "answer_options": [ { "id": "ec398bf9-f760-409c-be46-1d82f0f47df1", "text": "牛奶巧克力(红色)", "image_filename": "49_AOv507DlVhs_t44.3s_牛奶巧克力(红色).jpg" }, { "id": "f11b1aa8-76eb-4a12-9a40-8a36d7791136", "text": "焦糖海盐(橙色)", "image_filename": "49_AOv507DlVhs_t70.3s_焦糖海盐(橙色).jpg" }, { "id": "c757b7e2-0e25-49cc-ad76-714508f51e7c", "text": "蜂蜜杏仁牛轧糖(黄色)", "image_filename": "49_AOv507DlVhs_t114.3s_蜂蜜杏仁牛轧糖(黄色).jpg" }, { "id": "18f07573-7fb3-46cd-baca-5c6afeb972fc", "text": "椒盐脆饼太妃(紫色)", "image_filename": "49_AOv507DlVhs_t204.3s_椒盐脆饼太妃(紫色).jpg" }, { "id": "8fc867d5-bfe9-474c-9dcb-961c4f39726f", "text": "榛子牛奶巧(绿色)", "image_filename": "49_AOv507DlVhs_t225.3s_榛子牛奶巧(绿色).jpg" }, { "id": "94d79c6f-f707-4c28-b18b-8a2a566ef868", "text": "榛子曲奇(黄绿色)", "image_filename": "49_AOv507DlVhs_t270.8s_榛子曲奇(黄绿色).jpg" } ] } }, "preference_change_context": { "past_context": "I previously worked in a red-themed home office.", "current_context": "I now work in a neutrally furnished shared office.", "why_old_basis_expired": "The red color coordination motivating my old preference no longer applies." }, "affected_old_preference": "I preferred a red wrapper that coordinated with my home office.", "new_preference": "I currently prefer a medium green wrapper.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "package shape", "expected_user_reply": "I prefer a rectangular chocolate bar.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "B", "feature": "main logo lettering color", "expected_user_reply": "I prefer red main logo lettering.", "matching_answer_labels": [ "B", "C", "D", "E", "F" ] }, { "label": "C", "feature": "yellow circular badge", "expected_user_reply": "I prefer a wrapper with a yellow circular badge.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "D", "feature": "wrapper color", "expected_user_reply": "I currently prefer a medium green wrapper.", "matching_answer_labels": [ "E" ] }, { "label": "E", "feature": "visible nutrition warning box", "expected_user_reply": "I prefer a visible white nutrition warning box.", "matching_answer_labels": [ "B", "C", "D", "E" ] }, { "label": "F", "feature": "printed net weight", "expected_user_reply": "I prefer a printed net weight of 180 g.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:36:51.248567+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862557+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the shelf close-up shows the caption \"Hazelnuts & Cookie\" and the host then raises the yellow-green-wrapped chocolate, now that you have moved from a red-themed home office to a neutrally furnished shared office, tell me which of all the chocolates shown currently suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000049_turn_000002", "query": { "text": "When the shelf close-up displays “Caramel & Butter Cookie” and the host then lifts the pink-wrapped chocolate, now that you work from home instead of in a conservative office, tell me which of all the chocolates shown suits you best?", "language": "en" }, "query_time_s": 327.894, "time_range": { "start_s": 327.894, "end_s": 677.41 }, "windows": { "waiting": null, "asking": { "start_s": 327.894, "end_s": 603.002, "start_frame": 9827, "end_frame": 18072 }, "answering": { "start_s": 603.002, "end_s": 612.712, "start_frame": 18072, "end_frame": 18363 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What style of large wrapper lettering do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What overall package shape do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What printed package weight do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What wrapper color and pattern do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What seal color and shape do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer a visible rectangular nutrition warning label?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "518586e3-fbe8-4de7-abd2-3a8061e97824", "text": "Cream Tony’s Chocolonely wrapper with oversized red-and-blue lettering and yellow seal.", "entity_ids": [], "target_view_id": null }, { "option_id": "b0f3a71d-3983-42b5-9de2-a0885c8e387e", "text": "Red Tony’s Chocolonely milk chocolate wrapper marked 180 g.", "entity_ids": [], "target_view_id": null }, { "option_id": "56c9119e-b0c1-4703-bff6-f87b4e9becfd", "text": "Blue Tony’s Chocolonely dark chocolate wrapper marked 180 g.", "entity_ids": [], "target_view_id": null }, { "option_id": "772b249d-74f3-44a1-b872-97d73c96a7ee", "text": "Pink Tony’s Chocolonely wrapper reading raspberry popping candy and 180 g.", "entity_ids": [], "target_view_id": null }, { "option_id": "55924d51-b2a5-4558-b3e4-b759c50eeab5", "text": "Yellow-and-turquoise Tony’s Chocolonely wrapper reading crispy caramel and 180 g.", "entity_ids": [], "target_view_id": null }, { "option_id": "19665992-6cb1-438d-be4d-f22bd4b9a100", "text": "Orange Tony’s Chocolonely wrapper reading caramel sea salt and 180 g.", "entity_ids": [], "target_view_id": null }, { "option_id": "f4b24600-c5c5-4545-a6b5-df627e14f32d", "text": "Green-and-purple Tony’s Chocolonely wrapper reading pecan, caramel, and cookie pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "b5677b79-c398-4e72-a2e3-9858d4273013", "text": "Pink Tony’s Chocolonely wrapper reading caramel and butter cookie.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "f4b24600-c5c5-4545-a6b5-df627e14f32d", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a green-and-purple patterned wrapper.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "49_AOv507DlVhs:stale_preference:001:40f17abb", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When the shelf close-up displays “Caramel & Butter Cookie” and the host then lifts the pink-wrapped chocolate, now that you work from home instead of in a conservative office, tell me which of all the chocolates shown suits you best?", "historical_preference": "I preferred a plain cream wrapper.\nMy conservative office required understated packaging for desk snacks; I now work from home instead of in that conservative office.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 327.894, "original_segment_end_s": 677.41, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000049/evidence/turn_000002/option_001.jpg", "cases/UPC_000049/evidence/turn_000002/option_002.jpg", "cases/UPC_000049/evidence/turn_000002/option_003.jpg", "cases/UPC_000049/evidence/turn_000002/option_004.jpg", "cases/UPC_000049/evidence/turn_000002/option_005.jpg", "cases/UPC_000049/evidence/turn_000002/option_006.jpg", "cases/UPC_000049/evidence/turn_000002/option_007.jpg", "cases/UPC_000049/evidence/turn_000002/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当货架特写画面上出现字幕 \"Caramel & Butter Cookie\"、主播随后举起那条粉色包装的巧克力时，告诉我目前出现的所有巧克力哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "山核桃焦糖曲奇(紫黄绿)" }, "wrong_answer": { "text": "白巧克力(白色)" }, "answer_options": [ { "id": "518586e3-fbe8-4de7-abd2-3a8061e97824", "text": "白巧克力(白色)", "image_filename": "49_AOv507DlVhs_t330.8s_白巧克力(白色).jpg" }, { "id": "b0f3a71d-3983-42b5-9de2-a0885c8e387e", "text": "牛奶巧克力(红色)", "image_filename": "49_AOv507DlVhs_t341.3s_牛奶巧克力(红色).jpg" }, { "id": "56c9119e-b0c1-4703-bff6-f87b4e9becfd", "text": "黑巧克力70%(深蓝)", "image_filename": "49_AOv507DlVhs_t345.8s_黑巧克力70%(深蓝).jpg" }, { "id": "772b249d-74f3-44a1-b872-97d73c96a7ee", "text": "白巧覆盆子跳跳糖(玫红)", "image_filename": "49_AOv507DlVhs_t422.3s_白巧覆盆子跳跳糖(玫红).jpg" }, { "id": "55924d51-b2a5-4558-b3e4-b759c50eeab5", "text": "米脆焦糖(浅蓝)", "image_filename": "49_AOv507DlVhs_t469.3s_米脆焦糖(浅蓝).jpg" }, { "id": "19665992-6cb1-438d-be4d-f22bd4b9a100", "text": "焦糖海盐(橙色)", "image_filename": "49_AOv507DlVhs_t487.3s_焦糖海盐(橙色).jpg" }, { "id": "f4b24600-c5c5-4545-a6b5-df627e14f32d", "text": "山核桃焦糖曲奇(紫黄绿)", "image_filename": "49_AOv507DlVhs_t525.3s_山核桃焦糖曲奇(紫黄绿).jpg" }, { "id": "b5677b79-c398-4e72-a2e3-9858d4273013", "text": "焦糖黄油曲奇(粉色)", "image_filename": "49_AOv507DlVhs_t604.3s_焦糖黄油曲奇(粉色).jpg" } ] } }, "preference_change_context": { "past_context": "My conservative office required understated packaging for desk snacks.", "current_context": "I now work from home instead of in that conservative office.", "why_old_basis_expired": "Working from home removed the office requirement for understated wrapper colors." }, "affected_old_preference": "I preferred a plain cream wrapper.", "new_preference": "I prefer a green-and-purple patterned wrapper.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "G" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "large lettering style", "expected_user_reply": "I prefer oversized red letters with white outlines.", "matching_answer_labels": [ "E", "F", "G", "H" ] }, { "label": "B", "feature": "package shape", "expected_user_reply": "I prefer a rectangular bar wrapper.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H" ] }, { "label": "C", "feature": "printed package weight", "expected_user_reply": "I prefer packaging marked 180 g.", "matching_answer_labels": [ "B", "C", "D", "E", "F", "G", "H" ] }, { "label": "D", "feature": "wrapper color and pattern", "expected_user_reply": "I prefer a green-and-purple patterned wrapper.", "matching_answer_labels": [ "G" ] }, { "label": "E", "feature": "seal color and shape", "expected_user_reply": "I prefer a round yellow seal.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H" ] }, { "label": "F", "feature": "nutrition warning label presence", "expected_user_reply": "I prefer a white rectangular nutrition warning label.", "matching_answer_labels": [ "B", "C", "E", "F", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:33:44.350850+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862561+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the shelf close-up displays “Caramel & Butter Cookie” and the host then lifts the pink-wrapped chocolate, now that you work from home instead of in a conservative office, tell me which of all the chocolates shown suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000049_turn_000003", "query": { "text": "When the host holds a teal chocolate bar and the subtitle “Melk Karamel Amandel Noga Pretzel” appears at the bottom, now that you have moved to a home with a neutral-colored pantry, tell me which of all the chocolates shown so far suits you best?", "language": "en" }, "query_time_s": 677.41, "time_range": { "start_s": 677.41, "end_s": 851.684 }, "windows": { "waiting": null, "asking": { "start_s": 677.41, "end_s": 841.607, "start_frame": 20302, "end_frame": 25223 }, "answering": { "start_s": 841.607, "end_s": 848.915, "start_frame": 25223, "end_frame": 25442 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer a wide, horizontally proportioned chocolate wrapper?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer a wrapper with a yellow edge strip?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer a wrapper displaying a round yellow seal?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What predominant wrapper color do you currently prefer among these chocolates?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you prefer large red block letters outlined in white?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer a smooth wrapper with minimal visible creasing?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "a51c8774-cd82-4c22-95b7-b939d4f5f718", "text": "Purple Tony's Chocolonely wrapper with red-white lettering and yellow edge strip.", "entity_ids": [], "target_view_id": null }, { "option_id": "1647adc1-68f2-4f49-aac1-24fa139d8935", "text": "Teal Tony's Chocolonely wrapper with red-white lettering and yellow edge strip.", "entity_ids": [], "target_view_id": null }, { "option_id": "2b27c694-1e06-480c-b1a8-65da6905549f", "text": "Yellow Tony's Chocolonely wrapper with red lettering and green corner strip.", "entity_ids": [], "target_view_id": null }, { "option_id": "5b333db0-2415-490d-b2dc-67bbcb04edde", "text": "Blurry orange-and-purple wrapped chocolate bar held beside an orange shirt.", "entity_ids": [], "target_view_id": null }, { "option_id": "f8f12e1d-91a4-439d-a038-91402c301a90", "text": "Red Tony's Chocolonely wrapper with blue-white lettering and yellow edge strip.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "1647adc1-68f2-4f49-aac1-24fa139d8935", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer predominantly teal wrappers.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "49_AOv507DlVhs:stale_preference:002:4e09557e", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the host holds a teal chocolate bar and the subtitle “Melk Karamel Amandel Noga Pretzel” appears at the bottom, now that you have moved to a home with a neutral-colored pantry, tell me which of all the chocolates shown so far suits you best?", "historical_preference": "I preferred predominantly purple wrappers.\nMy former kitchen had purple shelving, so I preferred predominantly purple wrappers; I have moved to a home with a neutral-colored pantry.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 677.41, "original_segment_end_s": 851.684, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000049/evidence/turn_000003/option_001.jpg", "cases/UPC_000049/evidence/turn_000003/option_002.jpg", "cases/UPC_000049/evidence/turn_000003/option_003.jpg", "cases/UPC_000049/evidence/turn_000003/option_004.jpg", "cases/UPC_000049/evidence/turn_000003/option_005.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当主播手持青绿色巧克力、画面下方出现字幕 \"Melk Karamel Amandel Noga Pretzel\" 时，告诉我目前出现的所有巧克力哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "全能棒(青绿色)" }, "wrong_answer": { "text": "黑巧碎曲奇(紫色)" }, "answer_options": [ { "id": "a51c8774-cd82-4c22-95b7-b939d4f5f718", "text": "黑巧碎曲奇(紫色)", "image_filename": "49_AOv507DlVhs_t682.3s_黑巧碎曲奇(紫色).jpg" }, { "id": "1647adc1-68f2-4f49-aac1-24fa139d8935", "text": "全能棒(青绿色)", "image_filename": "49_AOv507DlVhs_t787.3s_全能棒(青绿色).jpg" }, { "id": "2b27c694-1e06-480c-b1a8-65da6905549f", "text": "蜂蜜杏仁牛轧糖(黄色)", "image_filename": "49_AOv507DlVhs_t815.3s_蜂蜜杏仁牛轧糖(黄色).jpg" }, { "id": "5b333db0-2415-490d-b2dc-67bbcb04edde", "text": "椒盐脆饼太妃(紫色)", "image_filename": "49_AOv507DlVhs_t820.3s_椒盐脆饼太妃(紫色).jpg" }, { "id": "f8f12e1d-91a4-439d-a038-91402c301a90", "text": "焦糖海盐(橙色)", "image_filename": "49_AOv507DlVhs_t831.3s_焦糖海盐(橙色).jpg" } ] } }, "preference_change_context": { "past_context": "My former kitchen had purple shelving, so I preferred predominantly purple wrappers.", "current_context": "I have moved to a home with a neutral-colored pantry.", "why_old_basis_expired": "The new pantry no longer provides the purple surroundings that motivated my former wrapper-color preference." }, "affected_old_preference": "I preferred predominantly purple wrappers.", "new_preference": "I currently prefer predominantly teal wrappers.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "B" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "wrapper proportions", "expected_user_reply": "I currently prefer a wide, horizontally proportioned wrapper.", "matching_answer_labels": [ "A", "B", "C", "D", "E" ] }, { "label": "B", "feature": "edge-strip color", "expected_user_reply": "I currently prefer a yellow edge strip.", "matching_answer_labels": [ "A", "B", "E" ] }, { "label": "C", "feature": "seal shape and color", "expected_user_reply": "I currently prefer a round yellow seal.", "matching_answer_labels": [ "A", "B", "C", "E" ] }, { "label": "D", "feature": "predominant wrapper color", "expected_user_reply": "I currently prefer predominantly teal wrappers.", "matching_answer_labels": [ "B" ] }, { "label": "E", "feature": "lettering color and outline", "expected_user_reply": "I prefer large red block letters outlined in white.", "matching_answer_labels": [ "A", "B", "C" ] }, { "label": "F", "feature": "wrapper surface condition", "expected_user_reply": "I currently prefer smooth wrappers with minimal visible creasing.", "matching_answer_labels": [ "A", "B", "C" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:38:11.804393+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862565+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the host holds a teal chocolate bar and the subtitle “Melk Karamel Amandel Noga Pretzel” appears at the bottom, now that you have moved to a home with a neutral-colored pantry, tell me which of all the chocolates shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000049_turn_000004", "query": { "text": "When the shelf close-up shows the caption \"Dark Creamy Hazelnut Crunch\" and the host then holds up the chocolate bar in blue-and-yellow packaging, now that the pink-themed party has ended and you are shopping for your regular household supply, tell me which of all the chocolates shown so far suits you best?", "language": "en" }, "query_time_s": 851.684, "time_range": { "start_s": 851.684, "end_s": 1081.614 }, "windows": { "waiting": null, "asking": { "start_s": 851.684, "end_s": 1066.399, "start_frame": 25525, "end_frame": 31960 }, "answering": { "start_s": 1066.399, "end_s": 1078.611, "start_frame": 31960, "end_frame": 32326 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer a pink, turquoise, blue, green, or red wrapper?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What lettering color do you currently want featured prominently on the wrapper?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer a wrapper with a yellow vertical side band?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Should your preferred wrapper use a mostly solid or diagonally striped background?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently want a round yellow badge displayed on the front?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Which printed package weight do you currently prefer to see?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_a", "correct_option_ids": [ "ask_a" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "777c2f5c-76d9-414b-8122-674ac378a09d", "text": "Pink Tony's Chocolonely wrapper with white lettering and yellow seal.", "entity_ids": [], "target_view_id": null }, { "option_id": "b66eb9c6-854e-470a-b562-72b45baad89c", "text": "Turquoise Tony's Chocolonely wrapper with red lettering and yellow side band.", "entity_ids": [], "target_view_id": null }, { "option_id": "c3132a39-53f7-4dea-b4d0-7df147f31609", "text": "Dark blue Tony's Chocolonely dark chocolate wrapper with yellow side band.", "entity_ids": [], "target_view_id": null }, { "option_id": "b324e509-f632-404f-8cff-cf694a822f0a", "text": "Bright green Tony's Chocolonely dark chocolate almond sea salt wrapper.", "entity_ids": [], "target_view_id": null }, { "option_id": "dffd906d-e909-426e-8f20-4b5d62da43b3", "text": "Pale blue Tony's Chocolonely wrapper with red lettering and yellow band.", "entity_ids": [], "target_view_id": null }, { "option_id": "9ec64b16-3397-4a14-9c89-9c527f39af2e", "text": "Red Tony's Chocolonely wrapper held by an orange-shirted presenter.", "entity_ids": [], "target_view_id": null }, { "option_id": "ff7d8edc-0b6c-4722-b2ea-3267b67e3d1a", "text": "Lime-green and blue diagonally striped Tony's Chocolonely wrapper.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "b324e509-f632-404f-8cff-cf694a822f0a", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a bright green wrapper.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "49_AOv507DlVhs:stale_preference:003:d07a9d5e", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 3, "canonical_question": "When the shelf close-up shows the caption \"Dark Creamy Hazelnut Crunch\" and the host then holds up the chocolate bar in blue-and-yellow packaging, now that the pink-themed party has ended and you are shopping for your regular household supply, tell me which of all the chocolates shown so far suits you best?", "historical_preference": "I preferred a pink wrapper.\nI previously chose packaging to coordinate with a pink-themed party; The pink-themed party has ended, and I am shopping for my regular household supply.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 851.684, "original_segment_end_s": 1081.614, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000049/evidence/turn_000004/option_001.jpg", "cases/UPC_000049/evidence/turn_000004/option_002.jpg", "cases/UPC_000049/evidence/turn_000004/option_003.jpg", "cases/UPC_000049/evidence/turn_000004/option_004.jpg", "cases/UPC_000049/evidence/turn_000004/option_005.jpg", "cases/UPC_000049/evidence/turn_000004/option_006.jpg", "cases/UPC_000049/evidence/turn_000004/option_007.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当货架特写画面上出现字幕 \"Dark Creamy Hazelnut Crunch\"、主播随后举起那条蓝黄配色包装的巧克力时，告诉我目前出现的所有巧克力哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "黑巧杏仁海盐(绿蓝字)" }, "wrong_answer": { "text": "焦糖黄油曲奇(粉色)" }, "answer_options": [ { "id": "777c2f5c-76d9-414b-8122-674ac378a09d", "text": "焦糖黄油曲奇(粉色)", "image_filename": "49_AOv507DlVhs_t854.3s_焦糖黄油曲奇(粉色).jpg" }, { "id": "b66eb9c6-854e-470a-b562-72b45baad89c", "text": "全能棒(青绿色)", "image_filename": "49_AOv507DlVhs_t857.3s_全能棒(青绿色).jpg" }, { "id": "c3132a39-53f7-4dea-b4d0-7df147f31609", "text": "黑巧克力70%(深蓝)", "image_filename": "49_AOv507DlVhs_t867.3s_黑巧克力70%(深蓝).jpg" }, { "id": "b324e509-f632-404f-8cff-cf694a822f0a", "text": "黑巧杏仁海盐(绿蓝字)", "image_filename": "49_AOv507DlVhs_t933.3s_黑巧杏仁海盐(绿蓝字).jpg" }, { "id": "dffd906d-e909-426e-8f20-4b5d62da43b3", "text": "黑牛奶巧克力(浅蓝)", "image_filename": "49_AOv507DlVhs_t978.3s_黑牛奶巧克力(浅蓝).jpg" }, { "id": "9ec64b16-3397-4a14-9c89-9c527f39af2e", "text": "牛奶巧克力(红色)", "image_filename": "49_AOv507DlVhs_t1008.3s_牛奶巧克力(红色).jpg" }, { "id": "ff7d8edc-0b6c-4722-b2ea-3267b67e3d1a", "text": "黑巧榛子脆(蓝黄条纹)", "image_filename": "49_AOv507DlVhs_t1067.8s_黑巧榛子脆(蓝黄条纹).jpg" } ] } }, "preference_change_context": { "past_context": "I previously chose packaging to coordinate with a pink-themed party.", "current_context": "The pink-themed party has ended, and I am shopping for my regular household supply.", "why_old_basis_expired": "The event-specific reason for preferring pink packaging no longer applies." }, "affected_old_preference": "I preferred a pink wrapper.", "new_preference": "I prefer a bright green wrapper.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "D" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "dominant wrapper color", "expected_user_reply": "I prefer a bright green wrapper.", "matching_answer_labels": [ "D" ] }, { "label": "B", "feature": "prominent lettering color", "expected_user_reply": "I prefer wrappers with large white lettering.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "C", "feature": "yellow vertical side band", "expected_user_reply": "I prefer a yellow vertical side band.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "D", "feature": "solid or diagonally striped wrapper background", "expected_user_reply": "I prefer a mostly solid wrapper background.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F" ] }, { "label": "E", "feature": "round yellow front badge", "expected_user_reply": "I prefer a round yellow badge on the front.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G" ] }, { "label": "F", "feature": "visible printed package weight", "expected_user_reply": "I prefer packaging displaying 180 g.", "matching_answer_labels": [ "B", "C", "D", "F" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:37:57.013508+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862569+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the shelf close-up shows the caption \"Dark Creamy Hazelnut Crunch\" and the host then holds up the chocolate bar in blue-and-yellow packaging, now that the pink-themed party has ended and you are shopping for your regular household supply, tell me which of all the chocolates shown so far suits you best?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/49_AOv507DlVhs/49_AOv507DlVhs.mp4", "duration_s": 1081.747333, "width": 1920, "height": 1080, "fps": { "num": 30000, "den": 1001 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } }, { "video_id": "UPC_000050", "source": { "dataset": "YouTube", "video_id": "50_tbu3Uqa9s1A", "filename": "50_tbu3Uqa9s1A.mp4", "url": null, "input_filename": "50_tbu3Uqa9s1A.mp4" }, "media": { "uri": "cases/UPC_000050/video.mp4", "duration_s": 555.1546, "width": 1920, "height": 1080, "frame_count": 16640, "fps": { "num": 30000, "den": 1001, "value": 29.97002997002997 }, "stream_kind": "clear", "views": [] }, "turns": [ { "turn_id": "UPC_000050_turn_000001", "query": { "text": "When the screen cuts to a blue background showing a \"GEORGIA / PEACH COBBLER\" state card and a peach cobbler photo, now that you live alone instead of hosting large family gatherings, tell me which of all the desserts shown currently suits you best?", "language": "en" }, "query_time_s": 0.0, "time_range": { "start_s": 0.0, "end_s": 96.797 }, "windows": { "waiting": null, "asking": { "start_s": 0.0, "end_s": 88.889, "start_frame": 0, "end_frame": 2664 }, "answering": { "start_s": 88.889, "end_s": 96.797, "start_frame": 2664, "end_frame": 2901 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What dominant exterior color do you currently prefer for your dessert?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer a dessert with an uncovered baked surface?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "How many separate dessert pieces do you currently prefer visibly presented?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "What overall dessert shape and serving format do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Do you currently prefer a visibly granular coating on the surface?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer desserts without a visible center opening?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_d", "correct_option_ids": [ "ask_d" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "84417525-7cdf-4968-9f7b-07927d180324", "text": "Tall round layered cake with pale layers and dark chunky filling.", "entity_ids": [], "target_view_id": null }, { "option_id": "61695bdc-3a08-4816-bbf8-13267fc3e342", "text": "Purple mixture with dark pieces inside a blue bowl.", "entity_ids": [], "target_view_id": null }, { "option_id": "57d36672-c87d-4f66-b659-c5cb4ccc2deb", "text": "Golden puffed triangular pastries with smooth unglazed surfaces.", "entity_ids": [], "target_view_id": null }, { "option_id": "4efe98b8-47ac-4aab-9a11-e11b17e55134", "text": "Rectangular cream-topped dessert scattered with dark and beige pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "f111279c-1273-4d77-9da7-3c801eb7e0b1", "text": "Assorted ring and square doughnuts with colorful icing and sprinkles.", "entity_ids": [], "target_view_id": null }, { "option_id": "52186d65-a271-4ca6-ad10-f173b506d4a8", "text": "Round golden spiral pastry with granular brown coating.", "entity_ids": [], "target_view_id": null }, { "option_id": "7eba2ecc-c043-404a-86d2-56d7febe7fa5", "text": "Stack of flat round golden cookies dusted with brown speckles.", "entity_ids": [], "target_view_id": null }, { "option_id": "a2987238-b8a8-47d1-a250-f5434282f602", "text": "Broken golden pie crust topped with glossy orange fruit pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "2160736c-c1b4-49dd-a994-47e0c62a1bd9", "text": "Pale pie slice topped with lime rounds and green zest.", "entity_ids": [], "target_view_id": null }, { "option_id": "7cbcd509-fd86-40df-bf7f-2bbcd7e0f337", "text": "Crumbly golden dessert with orange pieces and white whipped topping.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "7eba2ecc-c043-404a-86d2-56d7febe7fa5", "reference_text": null }, "evidence": { "text": [ { "content": "I currently prefer low, flat, round individual pieces.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "50_tbu3Uqa9s1A:stale_preference:000:5f85dab9", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 0, "canonical_question": "When the screen cuts to a blue background showing a \"GEORGIA / PEACH COBBLER\" state card and a peach cobbler photo, now that you live alone instead of hosting large family gatherings, tell me which of all the desserts shown currently suits you best?", "historical_preference": "I preferred a tall, round, multilayered presentation.\nWhen I hosted large family gatherings, I preferred a tall, round, multilayered presentation; I now live alone instead of hosting large family gatherings.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 0.0, "original_segment_end_s": 96.797, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000050/evidence/turn_000001/option_001.jpg", "cases/UPC_000050/evidence/turn_000001/option_002.jpg", "cases/UPC_000050/evidence/turn_000001/option_003.jpg", "cases/UPC_000050/evidence/turn_000001/option_004.jpg", "cases/UPC_000050/evidence/turn_000001/option_005.jpg", "cases/UPC_000050/evidence/turn_000001/option_006.jpg", "cases/UPC_000050/evidence/turn_000001/option_007.jpg", "cases/UPC_000050/evidence/turn_000001/option_008.jpg", "cases/UPC_000050/evidence/turn_000001/option_009.jpg", "cases/UPC_000050/evidence/turn_000001/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到蓝色背景并出现“GEORGIA / PEACH COBBLER”州名卡片和桃子脆皮布丁照片时，告诉我目前出现的所有甜点哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "康州肉桂糖饼干" }, "wrong_answer": { "text": "阿拉巴马莱恩蛋糕" }, "answer_options": [ { "id": "84417525-7cdf-4968-9f7b-07927d180324", "text": "阿拉巴马莱恩蛋糕", "image_filename": "50_tbu3Uqa9s1A_t1.6s_阿拉巴马莱恩蛋糕.jpg" }, { "id": "61695bdc-3a08-4816-bbf8-13267fc3e342", "text": "阿拉斯加浆果冰淇淋", "image_filename": "50_tbu3Uqa9s1A_t19.6s_阿拉斯加浆果冰淇淋.jpg" }, { "id": "57d36672-c87d-4f66-b659-c5cb4ccc2deb", "text": "亚利桑那索帕皮拉", "image_filename": "50_tbu3Uqa9s1A_t32.6s_亚利桑那索帕皮拉.jpg" }, { "id": "4efe98b8-47ac-4aab-9a11-e11b17e55134", "text": "阿肯色负鼠派", "image_filename": "50_tbu3Uqa9s1A_t38.6s_阿肯色负鼠派.jpg" }, { "id": "f111279c-1273-4d77-9da7-3c801eb7e0b1", "text": "加州甜甜圈", "image_filename": "50_tbu3Uqa9s1A_t48.6s_加州甜甜圈.jpg" }, { "id": "52186d65-a271-4ca6-ad10-f173b506d4a8", "text": "科罗拉多达菲卷", "image_filename": "50_tbu3Uqa9s1A_t57.6s_科罗拉多达菲卷.jpg" }, { "id": "7eba2ecc-c043-404a-86d2-56d7febe7fa5", "text": "康州肉桂糖饼干", "image_filename": "50_tbu3Uqa9s1A_t68.6s_康州肉桂糖饼干.jpg" }, { "id": "a2987238-b8a8-47d1-a250-f5434282f602", "text": "特拉华桃子派", "image_filename": "50_tbu3Uqa9s1A_t71.6s_特拉华桃子派.jpg" }, { "id": "2160736c-c1b4-49dd-a994-47e0c62a1bd9", "text": "佛州青柠派", "image_filename": "50_tbu3Uqa9s1A_t82.6s_佛州青柠派.jpg" }, { "id": "7cbcd509-fd86-40df-bf7f-2bbcd7e0f337", "text": "佐治亚桃子脆皮布丁", "image_filename": "50_tbu3Uqa9s1A_t94.6s_佐治亚桃子脆皮布丁.jpg" } ] } }, "preference_change_context": { "past_context": "When I hosted large family gatherings, I preferred a tall, round, multilayered presentation.", "current_context": "I now live alone instead of hosting large family gatherings.", "why_old_basis_expired": "The large shared-table presentation no longer reflects my current household or occasions." }, "affected_old_preference": "I preferred a tall, round, multilayered presentation.", "new_preference": "I currently prefer low, flat, round individual pieces.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "G" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "dominant exterior color", "expected_user_reply": "I currently prefer a golden-brown exterior.", "matching_answer_labels": [ "C", "F", "G" ] }, { "label": "B", "feature": "surface coverage", "expected_user_reply": "I currently prefer an uncovered baked surface.", "matching_answer_labels": [ "C", "F", "G" ] }, { "label": "C", "feature": "number of visibly separate pieces", "expected_user_reply": "I currently prefer multiple separate pieces.", "matching_answer_labels": [ "C", "E", "G" ] }, { "label": "D", "feature": "overall dessert shape and serving format", "expected_user_reply": "I currently prefer low, flat, round individual pieces.", "matching_answer_labels": [ "G" ] }, { "label": "E", "feature": "visible surface coating texture", "expected_user_reply": "I currently prefer a visibly granular surface coating.", "matching_answer_labels": [ "F", "G" ] }, { "label": "F", "feature": "visible center opening", "expected_user_reply": "I currently prefer no visible center opening.", "matching_answer_labels": [ "A", "C", "D", "G", "H", "I", "J" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:36:40.058815+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862573+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the screen cuts to a blue background showing a \"GEORGIA / PEACH COBBLER\" state card and a peach cobbler photo, now that you live alone instead of hosting large family gatherings, tell me which of all the desserts shown currently suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000050_turn_000002", "query": { "text": "When a multilayer Smith Island cake appears with a “MARYLAND / SMITH ISLAND CAKE” card, now that your weekly dessert gathering has moved from its decorated event booth to an unthemed office break room, tell me which of all the desserts shown so far suits you best?", "language": "en" }, "query_time_s": 96.797, "time_range": { "start_s": 96.797, "end_s": 225.892 }, "windows": { "waiting": null, "asking": { "start_s": 96.797, "end_s": 216.116, "start_frame": 2901, "end_frame": 6477 }, "answering": { "start_s": 216.116, "end_s": 225.892, "start_frame": 6477, "end_frame": 6770 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you prefer desserts without fluffy white or powdered toppings?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you prefer desserts shown without a cone, cup, or plate?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you prefer one mass or many separate bite-sized pieces?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you prefer desserts without visible whole fruit pieces?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "Would you prefer a visibly bumpy surface over a smooth one?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "What overall color treatment do you currently prefer for dessert?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_f", "correct_option_ids": [ "ask_f" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "bb9c244d-d64a-4d20-a6bb-c587832a93d9", "text": "White and yellow shaved-ice mound streaked with bright red syrup.", "entity_ids": [], "target_view_id": null }, { "option_id": "99c592b6-ecd8-4942-ae01-3d4a054e94ee", "text": "Pink rounded pastry topped with white cream, cookies, and nuts.", "entity_ids": [], "target_view_id": null }, { "option_id": "24144276-0ff6-4f9a-8782-7d15a39cb9f7", "text": "Loose golden-orange glazed popcorn pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "0cf9c80f-1b1e-4823-bfde-934e9a8053a3", "text": "Brown-topped rectangular creamy slices on white plates.", "entity_ids": [], "target_view_id": null }, { "option_id": "d3fad78b-1939-47a3-aeec-00d9d2275fa1", "text": "Pink and brown scoops in a golden waffle cone.", "entity_ids": [], "target_view_id": null }, { "option_id": "1385a134-e574-4b54-a230-eb5511f53ab5", "text": "Chocolate-colored dessert in a clear cup with red strawberries.", "entity_ids": [], "target_view_id": null }, { "option_id": "a71bd532-6860-4fea-a9f8-e6f5feaa2178", "text": "Chocolate-coated round treats topped with paired golden crackers.", "entity_ids": [], "target_view_id": null }, { "option_id": "c6ef4b8a-611a-4ed7-b98e-bd8d6ec7ab88", "text": "Golden pillow-shaped pastries heavily dusted with white powdered sugar.", "entity_ids": [], "target_view_id": null }, { "option_id": "40531da5-70c9-42ac-87cf-798c42184e33", "text": "Round lattice-crust pie with dark purple-red filling.", "entity_ids": [], "target_view_id": null }, { "option_id": "21bde70d-f07b-4b7a-a290-e15fb6f7ab01", "text": "Tall rectangular cake slice with alternating tan and brown layers.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "24144276-0ff6-4f9a-8782-7d15a39cb9f7", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a uniform golden-orange appearance.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "50_tbu3Uqa9s1A:stale_preference:001:56a1a210", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 1, "canonical_question": "When a multilayer Smith Island cake appears with a “MARYLAND / SMITH ISLAND CAKE” card, now that your weekly dessert gathering has moved from its decorated event booth to an unthemed office break room, tell me which of all the desserts shown so far suits you best?", "historical_preference": "I prefer bold tricolor desserts in red, yellow, and white.\nMy former event booth used a red, yellow, and white decorative scheme; My weekly dessert gathering has moved to an unthemed office break room.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 96.797, "original_segment_end_s": 225.892, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000050/evidence/turn_000002/option_001.jpg", "cases/UPC_000050/evidence/turn_000002/option_002.jpg", "cases/UPC_000050/evidence/turn_000002/option_003.jpg", "cases/UPC_000050/evidence/turn_000002/option_004.jpg", "cases/UPC_000050/evidence/turn_000002/option_005.jpg", "cases/UPC_000050/evidence/turn_000002/option_006.jpg", "cases/UPC_000050/evidence/turn_000002/option_007.jpg", "cases/UPC_000050/evidence/turn_000002/option_008.jpg", "cases/UPC_000050/evidence/turn_000002/option_009.jpg", "cases/UPC_000050/evidence/turn_000002/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现多层史密斯岛蛋糕并显示“MARYLAND / SMITH ISLAND CAKE”卡片时，告诉我目前出现的所有甜点哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "伊利诺伊爆米花" }, "wrong_answer": { "text": "夏威夷刨冰" }, "answer_options": [ { "id": "bb9c244d-d64a-4d20-a6bb-c587832a93d9", "text": "夏威夷刨冰", "image_filename": "50_tbu3Uqa9s1A_t101.6s_夏威夷刨冰.jpg" }, { "id": "99c592b6-ecd8-4942-ae01-3d4a054e94ee", "text": "爱达荷冰淇淋土豆", "image_filename": "50_tbu3Uqa9s1A_t120.6s_爱达荷冰淇淋土豆.jpg" }, { "id": "24144276-0ff6-4f9a-8782-7d15a39cb9f7", "text": "伊利诺伊爆米花", "image_filename": "50_tbu3Uqa9s1A_t129.6s_伊利诺伊爆米花.jpg" }, { "id": "0cf9c80f-1b1e-4823-bfde-934e9a8053a3", "text": "印第安纳糖奶油派", "image_filename": "50_tbu3Uqa9s1A_t141.6s_印第安纳糖奶油派.jpg" }, { "id": "d3fad78b-1939-47a3-aeec-00d9d2275fa1", "text": "爱荷华冰淇淋", "image_filename": "50_tbu3Uqa9s1A_t152.6s_爱荷华冰淇淋.jpg" }, { "id": "1385a134-e574-4b54-a230-eb5511f53ab5", "text": "堪萨斯冷冻蛋奶冰淇淋", "image_filename": "50_tbu3Uqa9s1A_t177.6s_堪萨斯冷冻蛋奶冰淇淋.jpg" }, { "id": "a71bd532-6860-4fea-a9f8-e6f5feaa2178", "text": "肯塔基波本球", "image_filename": "50_tbu3Uqa9s1A_t188.6s_肯塔基波本球.jpg" }, { "id": "c6ef4b8a-611a-4ed7-b98e-bd8d6ec7ab88", "text": "路易斯安那贝奈特", "image_filename": "50_tbu3Uqa9s1A_t198.6s_路易斯安那贝奈特.jpg" }, { "id": "40531da5-70c9-42ac-87cf-798c42184e33", "text": "缅因蓝莓派", "image_filename": "50_tbu3Uqa9s1A_t203.6s_缅因蓝莓派.jpg" }, { "id": "21bde70d-f07b-4b7a-a290-e15fb6f7ab01", "text": "马里兰史密斯岛蛋糕", "image_filename": "50_tbu3Uqa9s1A_t221.6s_马里兰史密斯岛蛋糕.jpg" } ] } }, "preference_change_context": { "past_context": "My former event booth used a red, yellow, and white decorative scheme.", "current_context": "My weekly dessert gathering has moved to an unthemed office break room.", "why_old_basis_expired": "The new venue lacks the color scheme that motivated my former matching preference." }, "affected_old_preference": "I prefer bold tricolor desserts in red, yellow, and white.", "new_preference": "I prefer a uniform golden-orange appearance.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "C" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible topping style", "expected_user_reply": "I prefer desserts without fluffy white or powdered toppings.", "matching_answer_labels": [ "A", "C", "D", "E", "F", "G", "I", "J" ] }, { "label": "B", "feature": "visible serving vessel", "expected_user_reply": "I prefer desserts shown without a cone, cup, or plate.", "matching_answer_labels": [ "C", "G" ] }, { "label": "C", "feature": "visible piece arrangement", "expected_user_reply": "I prefer many separate bite-sized pieces.", "matching_answer_labels": [ "C", "G", "H" ] }, { "label": "D", "feature": "visible whole-fruit presence", "expected_user_reply": "I prefer desserts without visible whole fruit pieces.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "G", "H", "I", "J" ] }, { "label": "E", "feature": "visible surface texture", "expected_user_reply": "I prefer a visibly bumpy surface.", "matching_answer_labels": [ "B", "C", "G", "H" ] }, { "label": "F", "feature": "visible overall color treatment", "expected_user_reply": "I prefer a uniform golden-orange appearance.", "matching_answer_labels": [ "C" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:35:51.331653+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862577+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a multilayer Smith Island cake appears with a “MARYLAND / SMITH ISLAND CAKE” card, now that your weekly dessert gathering has moved from its decorated event booth to an unthemed office break room, tell me which of all the desserts shown so far suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000050_turn_000003", "query": { "text": "When the taffy-pulling machine stretches a pink-and-white striped candy mass and a \"NEW JERSEY / SALTWATER TAFFY\" card appears, now that you live alone instead of with a six-person household, tell me which of the desserts currently shown suits you best?", "language": "en" }, "query_time_s": 225.892, "time_range": { "start_s": 225.892, "end_s": 342.209 }, "windows": { "waiting": null, "asking": { "start_s": 225.892, "end_s": 326.793, "start_frame": 6770, "end_frame": 9794 }, "answering": { "start_s": 326.793, "end_s": 338.405, "start_frame": 9794, "end_frame": 10142 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "What visible color palette do you currently prefer for your dessert?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What serving presentation do you currently prefer for your dessert?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What type of visible sugar finish do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you currently prefer a dessert with a cut face exposed?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What overall dessert outline do you currently prefer: angular or rounded?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer a lattice design or an uninterrupted top surface?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "16927968-6c87-47cf-a166-6d762e1b112d", "text": "Round cake covered in glossy dark chocolate with pale filling visible.", "entity_ids": [], "target_view_id": null }, { "option_id": "8c7a9ef2-cf89-4ae4-a1b5-65d7b15dfcab", "text": "Large rectangular beige candy slab with embedded brown pieces.", "entity_ids": [], "target_view_id": null }, { "option_id": "b74c3442-ca93-4645-8b4f-ba40cb22179d", "text": "Golden berry muffins with pale crumb tops in patterned wrappers.", "entity_ids": [], "target_view_id": null }, { "option_id": "fb965507-fcea-4b07-8013-a65a3e3113b7", "text": "Several golden berry muffins topped with chunky pale crumbs.", "entity_ids": [], "target_view_id": null }, { "option_id": "60bea5bb-89ba-4800-8c03-91954e2e8cb6", "text": "Single yellow dessert slice dusted white on a square plate.", "entity_ids": [], "target_view_id": null }, { "option_id": "e3c764a3-b9ab-4fa0-b66c-7e30a692f093", "text": "Round dark-filled pie with a pale lattice crust.", "entity_ids": [], "target_view_id": null }, { "option_id": "989278e3-1336-4a22-b7ba-1bda6a2a6231", "text": "Four round pastries with red fruit centers and crumb topping.", "entity_ids": [], "target_view_id": null }, { "option_id": "8a5c357e-85e5-48b0-9edb-baf8500f2094", "text": "Tall rectangular chocolate layer cake covered in chocolate curls.", "entity_ids": [], "target_view_id": null }, { "option_id": "f092ad65-40c5-4cea-9963-4e3ec58b0882", "text": "Pile of sugar-coated golden ring doughnuts on a white plate.", "entity_ids": [], "target_view_id": null }, { "option_id": "4f47df4c-d0d4-4176-a9ed-cd2c289c28ce", "text": "Bins of wrapped pink, green, and white candies.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "60bea5bb-89ba-4800-8c03-91954e2e8cb6", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer one pre-cut slice served alone on a plate.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "50_tbu3Uqa9s1A:stale_preference:002:802686cb", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 2, "canonical_question": "When the taffy-pulling machine stretches a pink-and-white striped candy mass and a \"NEW JERSEY / SALTWATER TAFFY\" card appears, now that you live alone instead of with a six-person household, tell me which of the desserts currently shown suits you best?", "historical_preference": "I prefer one large whole dessert served directly on a plate.\nI previously selected desserts to share with a six-person household; I now live alone instead of with a six-person household.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 225.892, "original_segment_end_s": 342.209, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000050/evidence/turn_000003/option_001.jpg", "cases/UPC_000050/evidence/turn_000003/option_002.jpg", "cases/UPC_000050/evidence/turn_000003/option_003.jpg", "cases/UPC_000050/evidence/turn_000003/option_004.jpg", "cases/UPC_000050/evidence/turn_000003/option_005.jpg", "cases/UPC_000050/evidence/turn_000003/option_006.jpg", "cases/UPC_000050/evidence/turn_000003/option_007.jpg", "cases/UPC_000050/evidence/turn_000003/option_008.jpg", "cases/UPC_000050/evidence/turn_000003/option_009.jpg", "cases/UPC_000050/evidence/turn_000003/option_010.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现拉太妃糖机拉伸粉白条纹糖团并显示“NEW JERSEY / SALTWATER TAFFY”卡片时，告诉我目前出现的所有甜点哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "密苏里黏黄油蛋糕" }, "wrong_answer": { "text": "麻省波士顿奶油派" }, "answer_options": [ { "id": "16927968-6c87-47cf-a166-6d762e1b112d", "text": "麻省波士顿奶油派", "image_filename": "50_tbu3Uqa9s1A_t232.6s_麻省波士顿奶油派.jpg" }, { "id": "8c7a9ef2-cf89-4ae4-a1b5-65d7b15dfcab", "text": "密歇根麦基诺岛软糖", "image_filename": "50_tbu3Uqa9s1A_t244.6s_密歇根麦基诺岛软糖.jpg" }, { "id": "b74c3442-ca93-4645-8b4f-ba40cb22179d", "text": "明尼苏达蓝莓玛芬", "image_filename": "50_tbu3Uqa9s1A_t254.6s_明尼苏达蓝莓玛芬.jpg" }, { "id": "fb965507-fcea-4b07-8013-a65a3e3113b7", "text": "密西西比泥派", "image_filename": "50_tbu3Uqa9s1A_t255.6s_密西西比泥派.jpg" }, { "id": "60bea5bb-89ba-4800-8c03-91954e2e8cb6", "text": "密苏里黏黄油蛋糕", "image_filename": "50_tbu3Uqa9s1A_t272.6s_密苏里黏黄油蛋糕.jpg" }, { "id": "e3c764a3-b9ab-4fa0-b66c-7e30a692f093", "text": "蒙大拿越橘派", "image_filename": "50_tbu3Uqa9s1A_t275.6s_蒙大拿越橘派.jpg" }, { "id": "989278e3-1336-4a22-b7ba-1bda6a2a6231", "text": "内布拉斯加科拉奇", "image_filename": "50_tbu3Uqa9s1A_t289.6s_内布拉斯加科拉奇.jpg" }, { "id": "8a5c357e-85e5-48b0-9edb-baf8500f2094", "text": "内华达巧克力", "image_filename": "50_tbu3Uqa9s1A_t302.6s_内华达巧克力.jpg" }, { "id": "f092ad65-40c5-4cea-9963-4e3ec58b0882", "text": "新罕布什尔苹果酒甜甜圈", "image_filename": "50_tbu3Uqa9s1A_t315.6s_新罕布什尔苹果酒甜甜圈.jpg" }, { "id": "4f47df4c-d0d4-4176-a9ed-cd2c289c28ce", "text": "新泽西盐水太妃糖", "image_filename": "50_tbu3Uqa9s1A_t340.6s_新泽西盐水太妃糖.jpg" } ] } }, "preference_change_context": { "past_context": "I previously selected desserts to share with a six-person household.", "current_context": "I now live alone instead of with a six-person household.", "why_old_basis_expired": "A large whole sharing dessert no longer fits my household-size requirement." }, "affected_old_preference": "I prefer one large whole dessert served directly on a plate.", "new_preference": "I prefer one pre-cut slice served alone on a plate.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "E" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "visible color palette", "expected_user_reply": "I prefer a yellow dessert with a pale top.", "matching_answer_labels": [ "C", "D", "E" ] }, { "label": "B", "feature": "serving presentation", "expected_user_reply": "I prefer one pre-cut slice served alone on a plate.", "matching_answer_labels": [ "E" ] }, { "label": "C", "feature": "visible sugar finish", "expected_user_reply": "I prefer a visibly sugar-coated surface.", "matching_answer_labels": [ "E", "I" ] }, { "label": "D", "feature": "exposed cut face", "expected_user_reply": "I prefer a cut face with visible internal layers.", "matching_answer_labels": [ "E", "H" ] }, { "label": "E", "feature": "overall outline", "expected_user_reply": "I prefer an angular overall outline.", "matching_answer_labels": [ "B", "E", "H", "J" ] }, { "label": "F", "feature": "top-surface pattern", "expected_user_reply": "I prefer a continuous top rather than crossed pastry strips.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "G", "H", "I", "J" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:38:39.369670+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862581+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the taffy-pulling machine stretches a pink-and-white striped candy mass and a \"NEW JERSEY / SALTWATER TAFFY\" card appears, now that you live alone instead of with a six-person household, tell me which of the desserts currently shown suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000050_turn_000004", "query": { "text": "When the screen cuts to a blue background and a “PENNSYLVANIA / WHOOPIE PIE” card appears beside chocolate sandwich cakes, now that you regularly host a larger household instead of living alone, tell me which of all the desserts shown currently suits you best?", "language": "en" }, "query_time_s": 342.209, "time_range": { "start_s": 342.209, "end_s": 431.097 }, "windows": { "waiting": null, "asking": { "start_s": 342.209, "end_s": 422.188, "start_frame": 10256, "end_frame": 12653 }, "answering": { "start_s": 422.188, "end_s": 431.097, "start_frame": 12653, "end_frame": 12920 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Which dominant dessert color do you currently prefer: pale, golden, red, or dark?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "Do you currently prefer visible dark chocolate accents or no chocolate accents?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "What presentation vessel do you prefer: a plate, dish, or handheld bag?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Which surface finish do you currently prefer: glossy, matte-baked, or sugar-dusted?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What dessert format do you currently prefer: small angular pieces or a whole pie?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you prefer desserts shown with a state-name caption or without one?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_e", "correct_option_ids": [ "ask_e" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "1a81df93-15ab-4a4a-a9f1-147a6fe36297", "text": "Beige square and triangular perforated pieces with sparkling sugar.", "entity_ids": [], "target_view_id": null }, { "option_id": "fad31e14-ba63-41f3-8b1d-14800de23959", "text": "White cheesecake slice topped with strawberries and glossy red sauce.", "entity_ids": [], "target_view_id": null }, { "option_id": "1be1b558-cae0-46f7-b4d9-71cb3627b6c0", "text": "Orange pie slice with a smooth top and pale crust.", "entity_ids": [], "target_view_id": null }, { "option_id": "28b1daa0-5357-47d0-959a-d72f0ce087ce", "text": "Eight pale sugar-dusted pastry cones arranged on a blue plate.", "entity_ids": [], "target_view_id": null }, { "option_id": "e4efedc8-b027-49c2-ac4d-25ff81dac0c8", "text": "Round tan confections with chocolate-coated sides and OHIO BUCKEYE text.", "entity_ids": [], "target_view_id": null }, { "option_id": "53e6383a-3786-4b46-a3e6-1094649c004c", "text": "Handheld pastry in bag reading Original Fried Apple Pie.", "entity_ids": [], "target_view_id": null }, { "option_id": "480d49c6-0749-446b-a7e8-8216b000319d", "text": "Whole golden pie with dark drizzle and OREGON MARIONBERRY PIE text.", "entity_ids": [], "target_view_id": null }, { "option_id": "6cb79775-0961-4f2e-a639-f8283c43f83c", "text": "Dark sandwich cakes with white filling and powdered sugar.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "480d49c6-0749-446b-a7e8-8216b000319d", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer a whole pie.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "50_tbu3Uqa9s1A:stale_preference:003:d54c02be", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 3, "canonical_question": "When the screen cuts to a blue background and a “PENNSYLVANIA / WHOOPIE PIE” card appears beside chocolate sandwich cakes, now that you regularly host a larger household instead of living alone, tell me which of all the desserts shown currently suits you best?", "historical_preference": "I prefer desserts served as small square-and-triangle pieces.\nWhen I lived alone, I favored desserts divided into small angular pieces; I now regularly host a larger household instead of living alone.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 342.209, "original_segment_end_s": 431.097, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000050/evidence/turn_000004/option_001.jpg", "cases/UPC_000050/evidence/turn_000004/option_002.jpg", "cases/UPC_000050/evidence/turn_000004/option_003.jpg", "cases/UPC_000050/evidence/turn_000004/option_004.jpg", "cases/UPC_000050/evidence/turn_000004/option_005.jpg", "cases/UPC_000050/evidence/turn_000004/option_006.jpg", "cases/UPC_000050/evidence/turn_000004/option_007.jpg", "cases/UPC_000050/evidence/turn_000004/option_008.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面切到蓝色背景并出现“PENNSYLVANIA / WHOOPIE PIE”卡片和巧克力无比派照片时，告诉我目前出现的所有甜点哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "俄勒冈马里恩莓派" }, "wrong_answer": { "text": "新墨西哥比斯科奇托" }, "answer_options": [ { "id": "1a81df93-15ab-4a4a-a9f1-147a6fe36297", "text": "新墨西哥比斯科奇托", "image_filename": "50_tbu3Uqa9s1A_t353.6s_新墨西哥比斯科奇托.jpg" }, { "id": "fad31e14-ba63-41f3-8b1d-14800de23959", "text": "纽约芝士蛋糕", "image_filename": "50_tbu3Uqa9s1A_t367.6s_纽约芝士蛋糕.jpg" }, { "id": "1be1b558-cae0-46f7-b4d9-71cb3627b6c0", "text": "北卡红薯派", "image_filename": "50_tbu3Uqa9s1A_t371.6s_北卡红薯派.jpg" }, { "id": "28b1daa0-5357-47d0-959a-d72f0ce087ce", "text": "北达科他脆皮卷", "image_filename": "50_tbu3Uqa9s1A_t382.6s_北达科他脆皮卷.jpg" }, { "id": "e4efedc8-b027-49c2-ac4d-25ff81dac0c8", "text": "俄亥俄七叶树糖", "image_filename": "50_tbu3Uqa9s1A_t392.6s_俄亥俄七叶树糖.jpg" }, { "id": "53e6383a-3786-4b46-a3e6-1094649c004c", "text": "俄克拉荷马炸派", "image_filename": "50_tbu3Uqa9s1A_t403.6s_俄克拉荷马炸派.jpg" }, { "id": "480d49c6-0749-446b-a7e8-8216b000319d", "text": "俄勒冈马里恩莓派", "image_filename": "50_tbu3Uqa9s1A_t411.6s_俄勒冈马里恩莓派.jpg" }, { "id": "6cb79775-0961-4f2e-a639-f8283c43f83c", "text": "宾州无比派", "image_filename": "50_tbu3Uqa9s1A_t429.6s_宾州无比派.jpg" } ] } }, "preference_change_context": { "past_context": "When I lived alone, I favored desserts divided into small angular pieces.", "current_context": "I now regularly host a larger household instead of living alone.", "why_old_basis_expired": "My former single-person serving requirement no longer applies to my current household." }, "affected_old_preference": "I prefer desserts served as small square-and-triangle pieces.", "new_preference": "I prefer a whole pie.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "G" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "dominant dessert color", "expected_user_reply": "I prefer a pale golden dessert.", "matching_answer_labels": [ "D", "G" ] }, { "label": "B", "feature": "visible dark chocolate accents", "expected_user_reply": "I prefer visible dark chocolate accents.", "matching_answer_labels": [ "E", "G", "H" ] }, { "label": "C", "feature": "presentation vessel", "expected_user_reply": "I prefer desserts presented on a plate or dish.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "G" ] }, { "label": "D", "feature": "surface finish", "expected_user_reply": "I prefer a matte-baked surface.", "matching_answer_labels": [ "A", "C", "F", "G" ] }, { "label": "E", "feature": "overall dessert format", "expected_user_reply": "I prefer a whole pie.", "matching_answer_labels": [ "G" ] }, { "label": "F", "feature": "visible state-name caption", "expected_user_reply": "I prefer a dessert shown with a state-name caption.", "matching_answer_labels": [ "E", "G" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:38:00.994756+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862585+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When the screen cuts to a blue background and a “PENNSYLVANIA / WHOOPIE PIE” card appears beside chocolate sandwich cakes, now that you regularly host a larger household instead of living alone, tell me which of all the desserts shown currently suits you best?", "language": "en" } } } }, { "turn_id": "UPC_000050_turn_000005", "query": { "text": "When a close-up shows a hand holding a cowboy cookie and a card reading \"WYOMING / COWBOY COOKIE\", now that you work from home instead of commuting daily, tell me which of all the desserts shown is currently best for you?", "language": "en" }, "query_time_s": 431.097, "time_range": { "start_s": 431.097, "end_s": 552.085 }, "windows": { "waiting": null, "asking": { "start_s": 431.097, "end_s": 543.209, "start_frame": 12920, "end_frame": 16280 }, "answering": { "start_s": 543.209, "end_s": 552.085, "start_frame": 16280, "end_frame": 16546 } }, "ask": { "mode": "choice", "options": [ { "option_id": "ask_a", "text": "Do you currently prefer a round or square overall dessert shape?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_b", "text": "What kind of exterior coating do you currently prefer?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_c", "text": "Do you currently prefer one whole dessert or multiple separate pieces?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_d", "text": "Do you prefer desserts with or without distinct pieces on top?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_e", "text": "What serving vessel do you currently prefer for your dessert?", "entity_ids": [], "target_view_id": null }, { "option_id": "ask_f", "text": "Do you currently prefer a light or dark dominant dessert color?", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "ask_b", "correct_option_ids": [ "ask_b" ], "reference_text": null }, "answer": { "mode": "choice", "options": [ { "option_id": "81991e68-698f-45c6-9201-392c8449f6f1", "text": "Square golden pastry coated all over with granulated sugar.", "entity_ids": [], "target_view_id": null }, { "option_id": "842ce650-27b5-4a58-9580-937a1d2a5e84", "text": "Round cake fully covered in smooth white frosting.", "entity_ids": [], "target_view_id": null }, { "option_id": "94af71d8-8286-47bc-a292-e8d7ce1eece1", "text": "Round brown cake with thick crust and golden crumb topping.", "entity_ids": [], "target_view_id": null }, { "option_id": "1f94c089-a1d4-4690-a62c-01bb3e8852e0", "text": "Rectangular cream dessert topped with round tan cookies and crumbs.", "entity_ids": [], "target_view_id": null }, { "option_id": "d0a8781c-815c-4257-9559-4ec8209b0a7b", "text": "Round pie densely topped with glossy brown pecan halves.", "entity_ids": [], "target_view_id": null }, { "option_id": "cf0807ee-efc4-423f-b8c2-6006f1dc3a96", "text": "Bright red translucent molded JELL-O on a white plate.", "entity_ids": [], "target_view_id": null }, { "option_id": "69d1891a-f72f-475d-bd31-c5d791524e9d", "text": "Golden lattice-topped apple pie with a lifted slice.", "entity_ids": [], "target_view_id": null }, { "option_id": "575806e3-e9bd-479a-baa3-7f6bf8a8b9b1", "text": "Round pie with plain brown filling and pale crust.", "entity_ids": [], "target_view_id": null }, { "option_id": "aba3f8b4-1014-4b24-ae17-3b8cf05aa109", "text": "Square layered bars with dark tops and pale yellow centers.", "entity_ids": [], "target_view_id": null }, { "option_id": "5918dd35-5aee-4b05-ad32-bb5a37be78dd", "text": "Round dark-fruit pie with a tan crumb topping.", "entity_ids": [], "target_view_id": null }, { "option_id": "2d479fc1-8578-4905-af61-10886a9e6dd0", "text": "Golden cream puffs filled with piped white cream.", "entity_ids": [], "target_view_id": null }, { "option_id": "b4c06150-b97e-4e59-a8bf-acc589516a1c", "text": "Handheld chunky cookie with visible oats, chocolate chips, and pecans.", "entity_ids": [], "target_view_id": null } ], "judge": null, "correct_option_id": "842ce650-27b5-4a58-9580-937a1d2a5e84", "reference_text": null }, "evidence": { "text": [ { "content": "I prefer an all-over smooth white frosting.", "role": "user_reply", "persistent": true } ], "visual": [], "delivery_delay_ticks": 1 }, "metadata": { "original_turn_id": "50_tbu3Uqa9s1A:stale_preference:004:db1b0013", "original_task": "PREFERENCE_STALENESS", "query_time_source": "annotation", "evaluation": { "uncertainty_type": "user_preference_staleness", "initial_view_id": "", "entity_ids": [], "visual_prompt_ids": [], "preserve_post_terminal_observation": true, "order": 4, "canonical_question": "When a close-up shows a hand holding a cowboy cookie and a card reading \"WYOMING / COWBOY COOKIE\", now that you work from home instead of commuting daily, tell me which of all the desserts shown is currently best for you?", "historical_preference": "I preferred an all-over granulated sugar coating.\nI commuted daily and avoided frosted exteriors in my lunch container; I now work from home instead of commuting daily.", "correct_entity_ids": [], "concept_name": "", "source": { "original_segment_start_s": 431.097, "original_segment_end_s": 552.085, "dropped_between_events": [], "shared_source_boundary": false } }, "source_metadata": { "option_images": [ "cases/UPC_000050/evidence/turn_000005/option_001.jpg", "cases/UPC_000050/evidence/turn_000005/option_002.jpg", "cases/UPC_000050/evidence/turn_000005/option_003.jpg", "cases/UPC_000050/evidence/turn_000005/option_004.jpg", "cases/UPC_000050/evidence/turn_000005/option_005.jpg", "cases/UPC_000050/evidence/turn_000005/option_006.jpg", "cases/UPC_000050/evidence/turn_000005/option_007.jpg", "cases/UPC_000050/evidence/turn_000005/option_008.jpg", "cases/UPC_000050/evidence/turn_000005/option_009.jpg", "cases/UPC_000050/evidence/turn_000005/option_010.jpg", "cases/UPC_000050/evidence/turn_000005/option_011.jpg", "cases/UPC_000050/evidence/turn_000005/option_012.jpg" ] }, "source_facts": { "metadata": { "original_zh": { "question": { "text": "当画面出现手持牛仔饼干特写并显示“WYOMING / COWBOY COOKIE”卡片时，告诉我目前出现的所有甜点哪一款最适合我？", "language": "zh-CN" }, "correct_answer": { "text": "南卡椰子蛋糕" }, "wrong_answer": { "text": "罗德岛炸面团" }, "answer_options": [ { "id": "81991e68-698f-45c6-9201-392c8449f6f1", "text": "罗德岛炸面团", "image_filename": "50_tbu3Uqa9s1A_t433.6s_罗德岛炸面团.jpg" }, { "id": "842ce650-27b5-4a58-9580-937a1d2a5e84", "text": "南卡椰子蛋糕", "image_filename": "50_tbu3Uqa9s1A_t441.6s_南卡椰子蛋糕.jpg" }, { "id": "94af71d8-8286-47bc-a292-e8d7ce1eece1", "text": "南达科他库亨", "image_filename": "50_tbu3Uqa9s1A_t457.6s_南达科他库亨.jpg" }, { "id": "1f94c089-a1d4-4690-a62c-01bb3e8852e0", "text": "田纳西香蕉布丁", "image_filename": "50_tbu3Uqa9s1A_t466.6s_田纳西香蕉布丁.jpg" }, { "id": "d0a8781c-815c-4257-9559-4ec8209b0a7b", "text": "德州山核桃派", "image_filename": "50_tbu3Uqa9s1A_t474.6s_德州山核桃派.jpg" }, { "id": "cf0807ee-efc4-423f-b8c2-6006f1dc3a96", "text": "犹他果冻", "image_filename": "50_tbu3Uqa9s1A_t484.6s_犹他果冻.jpg" }, { "id": "69d1891a-f72f-475d-bd31-c5d791524e9d", "text": "佛蒙特苹果派", "image_filename": "50_tbu3Uqa9s1A_t493.6s_佛蒙特苹果派.jpg" }, { "id": "575806e3-e9bd-479a-baa3-7f6bf8a8b9b1", "text": "弗吉尼亚棋子派", "image_filename": "50_tbu3Uqa9s1A_t507.6s_弗吉尼亚棋子派.jpg" }, { "id": "aba3f8b4-1014-4b24-ae17-3b8cf05aa109", "text": "华盛顿纳奈莫条", "image_filename": "50_tbu3Uqa9s1A_t512.6s_华盛顿纳奈莫条.jpg" }, { "id": "5918dd35-5aee-4b05-ad32-bb5a37be78dd", "text": "西弗吉尼亚苍蝇派", "image_filename": "50_tbu3Uqa9s1A_t527.6s_西弗吉尼亚苍蝇派.jpg" }, { "id": "2d479fc1-8578-4905-af61-10886a9e6dd0", "text": "威斯康星奶油泡芙", "image_filename": "50_tbu3Uqa9s1A_t537.6s_威斯康星奶油泡芙.jpg" }, { "id": "b4c06150-b97e-4e59-a8bf-acc589516a1c", "text": "怀俄明牛仔饼干", "image_filename": "50_tbu3Uqa9s1A_t545.6s_怀俄明牛仔饼干.jpg" } ] } }, "preference_change_context": { "past_context": "I commuted daily and avoided frosted exteriors in my lunch container.", "current_context": "I now work from home instead of commuting daily.", "why_old_basis_expired": "I no longer need an unfrosted exterior for daily transport." }, "affected_old_preference": "I preferred an all-over granulated sugar coating.", "new_preference": "I prefer an all-over smooth white frosting.", "preference_audit": { "old_matching_answer_labels": [ "A" ], "new_matching_answer_labels": [ "B" ], "objective_context_change": true, "current_context_in_question": true, "current_context_alone_selects_answer": false, "old_and_new_same_dimension": true, "correct_ask_requests_preference_dimension": true, "leaks_answer_identity": false }, "ask_option_audit": [ { "label": "A", "feature": "overall dessert shape", "expected_user_reply": "I prefer a round overall shape.", "matching_answer_labels": [ "B", "C", "E", "F", "G", "H", "J", "L" ] }, { "label": "B", "feature": "exterior coating", "expected_user_reply": "I prefer an all-over smooth white frosting.", "matching_answer_labels": [ "B" ] }, { "label": "C", "feature": "displayed portion count", "expected_user_reply": "I prefer one whole dessert.", "matching_answer_labels": [ "A", "B", "C", "D", "E", "F", "G", "H", "J", "L" ] }, { "label": "D", "feature": "presence of distinct topping pieces", "expected_user_reply": "I prefer no distinct pieces on top.", "matching_answer_labels": [ "A", "B", "F", "H", "I" ] }, { "label": "E", "feature": "serving vessel", "expected_user_reply": "I prefer a dessert displayed on a plate.", "matching_answer_labels": [ "B", "C", "E", "F", "G", "I" ] }, { "label": "F", "feature": "dominant dessert color", "expected_user_reply": "I prefer a light dominant color.", "matching_answer_labels": [ "A", "B", "C", "D", "K", "L" ] } ], "ai_enrichment": { "schema_version": "pvb.user_preference_ai_enrichment.v1", "prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "model": "gpt-5.6-sol", "generated_at": "2026-09-17T05:39:44.470087+00:00", "deterministic_validation": "passed", "question_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v3", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "migrated_at": "2026-09-17T06:00:21.862589+00:00" }, "ask_voice_migration": { "from_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v4", "to_prompt_version": "pvb.user_preference_enrichment.2026-09-17.v5", "migrated_at": "2026-09-17T06:26:41.357510+00:00", "changed_ask_options": 6 } }, "original_question": { "text": "When a close-up shows a hand holding a cowboy cookie and a card reading \"WYOMING / COWBOY COOKIE\", now that you work from home instead of commuting daily, tell me which of all the desserts shown is currently best for you?", "language": "en" } } } } ], "metadata": { "original_media": { "source_uri": "/mnt/userdata/ProactiveBenchmark/user_preference_staleness/50_tbu3Uqa9s1A/50_tbu3Uqa9s1A.mp4", "duration_s": 555.1546, "width": 1920, "height": 1080, "fps": { "num": 30000, "den": 1001 } }, "original_status": "complete", "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "source_context": {} } } ], "metadata": { "case_count": 50, "turn_count": 177, "annotation_sha256": "146daad11f2e1f43f315325325baeb342b14f60ed52931d1cb55cc7c1c0536be", "original_schema_version": "pvb.user_preference_staleness.v1", "annotation_filename": "stale_preference_annotations_ai_enriched.json", "conventions": { "time_unit": "seconds", "interval": "[start,end)", "frame_index_base": 0, "evidence_delivery_delay_ticks": 1 } } }