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8246:clarify_then_resolve:predictive
[ { "content": "I need an equation for the average population of VillageA (100), VillageB (50), and VillageC (200), but I'm not sure if I should calculate it based on area or just the head count.", "role": "user" }, { "content": "You listed the head counts, but since you mentioned area, could you clar...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "area or just the head count", "answer_kind": "short_span", "evidence": "calculate it based on area or just the head count", "exact": true, "family": "constraint_tracking", "id": "8246:clarify_then_resolv...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The initial request should be genuinely underspecified.", "The later revealed detail should change or sharpen the answer." ], "output_pair_count_max": 2, "output_pair_count_min": 2,...
2002:stacked_entities_same_type:predictive
[ { "content": "I operate two manufacturing plants, Alpha and Beta. Suggest energy conservation methods for both.", "role": "user" }, { "content": "For Alpha, focus on automation. For Beta, focus on insulation.", "role": "assistant" }, { "content": "Can you elaborate on the automation meth...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "Alpha", "answer_kind": "short_span", "evidence": "For Alpha, focus on automation", "exact": true, "family": "entity_binding", "id": "2002:stacked_entities_same_type:predictive:p1:llm:0", "noop_ti...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "Multiple similar entities must appear.", "A later question should depend on remembering which one is being referenced." ], "output_pair_count_max": 3, "output_pair_count_min": 3, ...
435:late_request_for_summary_of_prior_state:predictive
[ { "content": "How would you design an algorithm for summarizing text?", "role": "user" }, { "content": "The algorithm would first parse the text and identify passages and phrases that are important. These important parts could then be used to establish a summary of the text in a concise manner. To d...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "keyword frequency, sentence length, sentence structure", "answer_kind": "short_span", "evidence": "features such as keyword frequency, sentence length, sentence structure", "exact": true, "family": "compact_prio...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "Multiple earlier details must need to be integrated.", "The final answer should summarize more than just the last turn." ], "output_pair_count_max": 3, "output_pair_count_min": 3, ...
2311:stacked_entities_same_type:predictive
[ { "content": "Please summarize the economic policies of Ronald Reagan. Also, provide the same summary for George H.W. Bush.", "role": "user" }, { "content": "Ronald Reagan's policies led to 16 million new jobs. George H.W. Bush's policies resulted in different economic outcomes.", "role": "assis...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "16 million new jobs", "answer_kind": "short_span", "evidence": "Ronald Reagan's policies led to 16 million new jobs", "exact": true, "family": "entity_binding", "id": "2311:stacked_entities_same_type:pre...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "Multiple similar entities must appear.", "A later question should depend on remembering which one is being referenced." ], "output_pair_count_max": 4, "output_pair_count_min": 4, ...
4664:deferred_question_then_answer:predictive
[ { "content": "What are some common risks associated with starting a business?", "role": "user" }, { "content": "I can certainly answer that, but let's prioritize legal structures first. Once we have those down, I can go back to the risks.", "role": "assistant" }, { "content": "Okay, let'...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "risks associated with starting a business", "answer_kind": "verbatim", "evidence": "What are some common risks associated with starting a business?", "exact": true, "family": "other_memory", "id": "4664:...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The early question must be postponed.", "The later answer must reconnect to that exact earlier question." ], "output_pair_count_max": 3, "output_pair_count_min": 3, "predictive_st...
763:user_attention_test:predictive
[ { "content": "Analyze how urbanization has changed culture in Seattle.", "role": "user" }, { "content": "Urbanization has transformed Seattle's cultural landscape significantly. The rise of tech in South Lake Union brought a global vibe, but the loss of the Kingdome stadium in 2000 also marked a maj...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "South Lake Union", "answer_kind": "short_span", "evidence": "The rise of tech in South Lake Union", "exact": true, "family": "entity_binding", "id": "763:user_attention_test:predictive:p1:llm:2", ...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The user must test attention or memory directly.", "The correct assistant reply must demonstrate tracking of prior context." ], "output_pair_count_max": 3, "output_pair_count_min": ...
8927:stacked_entities_same_type:predictive
[ { "content": "I need to check two orders. Order 12345 is for Chicago, and Order 67890 is for New York. What's the carrier for each?", "role": "user" }, { "content": "Order 12345 (Chicago) uses USPS, and Order 67890 (New York) uses FedEx.", "role": "assistant" }, { "content": "Okay, so wh...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "USPS", "answer_kind": "short_span", "evidence": "Order 12345 (Chicago) uses USPS", "exact": true, "family": "entity_binding", "id": "8927:stacked_entities_same_type:predictive:p1:llm:1", "noop_ti...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "Multiple similar entities must appear.", "A later question should depend on remembering which one is being referenced." ], "output_pair_count_max": 3, "output_pair_count_min": 3, ...
1246:hard_topic_reset:predictive
[ { "content": "I recently opened an online store selling handmade items. What was the hardest part?", "role": "user" }, { "content": "Setting up the logistics and building customer trust were the hardest parts since items can't be touched before buying.", "role": "assistant" }, { "content...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "handmade items", "answer_kind": "short_span", "evidence": "handmade items", "exact": true, "family": "topic_return", "id": "1246:hard_topic_reset:predictive:p1:llm:2", "noop_ticks": [ 0...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "There must be a sharp temporary topic shift.", "The conversation must later return to the first topic coherently." ], "output_pair_count_max": 3, "output_pair_count_min": 3, "pred...
3333:reference_previous_assistant_statement:predictive
[ { "content": "Read the input text and output the browser URL for the outside link: Please visit our website for more information about us at www.example.com", "role": "user" }, { "content": "http://www.example.com. If you want to check if it is mobile-friendly, you can use Google's Mobile-Friendly T...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "check if it is mobile-friendly", "answer_kind": "short_span", "evidence": "If you want to check if it is mobile-friendly", "exact": true, "family": "early_fact_late_recall", "id": "3333:reference_previou...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The assistant must say something substantive early.", "A later turn must depend on that earlier assistant statement." ], "output_pair_count_max": 3, "output_pair_count_min": 3, "p...
2761:topic_pivot_then_return:predictive
[ { "content": "Please draft a dialogue where two researchers debate whether animal testing is strictly necessary for drug safety.", "role": "user" }, { "content": "Researcher A: Yes, we need animal models to ensure safety in humans. Researcher B: No, that's unethical; we should focus on synthetic bio...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "No, that's unethical", "answer_kind": "short_span", "evidence": "No, that's unethical", "exact": true, "family": "constraint_tracking", "id": "2761:topic_pivot_then_return:predictive:p1:llm:2", "...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "A real digression should occur.", "The conversation must later return to the original thread coherently." ], "output_pair_count_max": 3, "output_pair_count_min": 3, "predictive_st...
1910:interrupting_followup_chain:predictive
[ { "content": "Outline an itinerary for a three day trip: Location: London, England", "role": "user" }, { "content": "Day 1: Begin at St. Paul's, then the Thames cruise. Day 2: Tower of London and Tate Britain. Day 3: British Museum and Big Ben.", "role": "assistant" }, { "content": "Wait...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "St. Paul's, then the Thames cruise", "answer_kind": "short_span", "evidence": "Day 1: Begin at St. Paul's, then the Thames cruise", "exact": true, "family": "entity_binding", "id": "1910:interrupting_fol...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "There must be a meaningful interruption.", "The final exchange must reconnect to the original thread." ], "output_pair_count_max": 3, "output_pair_count_min": 3, "predictive_state...
9295:hard_topic_reset:predictive
[ { "content": "Simplify the following expression into its simplest form: 2(x + 9) + 2(x + 7)", "role": "user" }, { "content": "4x + 32.", "role": "assistant" }, { "content": "Okay, let's switch to a completely different subject. What is the nearest star to the sun?", "role": "user" ...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "2(x + 9) + 2(x + 7)", "answer_kind": "short_span", "evidence": "Simplify the following expression into its simplest form: 2(x + 9) + 2(x + 7)", "exact": true, "family": "two_thread_tracking", "id": "9295...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "There must be a sharp temporary topic shift.", "The conversation must later return to the first topic coherently." ], "output_pair_count_max": 3, "output_pair_count_min": 3, "pred...
1102:preserve_opening_retarget_later:predictive
[ { "content": "Name 5 tips to write concise emails.", "role": "user" }, { "content": "1. Use a clear subject line to set expectations. 2. Stick to one topic per message. 3. Be specific with your requests. 4. Avoid industry jargon or acronyms. 5. End with a clear call to action.", "role": "assista...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "A meeting request and an email reply request", "answer_kind": "short_span", "evidence": "A meeting request and an email reply request need to be separated", "exact": true, "family": "disambiguation", "id...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The first user message must remain exactly the same.", "Later turns must create a stronger memory dependency than the base entry." ], "output_pair_count_max": 3, "output_pair_count_...
764:preserve_opening_retarget_later:predictive
[ { "content": "Explain the concept of the retrieval-based model for natural language processing.", "role": "user" }, { "content": "Retrieval-based models for natural language processing utilize a database of pre-written responses indexed by semantic vectors. When a query arrives, the system calculate...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "consistency", "answer_kind": "short_span", "evidence": "prioritizing speed and consistency over creative generation", "exact": true, "family": "early_fact_late_recall", "id": "764:preserve_opening_retarg...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The first user message must remain exactly the same.", "Later turns must create a stronger memory dependency than the base entry." ], "output_pair_count_max": 3, "output_pair_count_...
5133:late_constraint_reversal:predictive
[ { "content": "What is the past tense of the verb \"go\"?", "role": "user" }, { "content": "The past tense of \"go\" is \"went\".", "role": "assistant" }, { "content": "Please write a sentence using \"went\" with the subject \"Tom\".", "role": "user" }, { "content": "Tom went ...
[ { "prefix_pair_index": 4, "probes": [ { "answer": "ran", "answer_kind": "short_span", "evidence": "Tom ran to the store", "exact": true, "family": "constraint_tracking", "id": "5133:late_constraint_reversal:predictive:p4:llm:0", "noop_ticks": [ ...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "A late turn must materially change the solution space.", "The assistant should adapt instead of restarting generically." ], "output_pair_count_max": 5, "output_pair_count_min": 5, ...
9134:deferred_question_then_answer:predictive
[ { "content": "Describe the scene if someone is walking into a dark forest.", "role": "user" }, { "content": "I can certainly write that description, but before I start, I need to know what tone you prefer.", "role": "assistant" }, { "content": "I prefer a very spooky and atmospheric tone...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "someone is walking into a dark forest", "answer_kind": "short_span", "evidence": "someone is walking into a dark forest", "exact": true, "family": "topic_return", "id": "9134:deferred_question_then_answe...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The early question must be postponed.", "The later answer must reconnect to that exact earlier question." ], "output_pair_count_max": 3, "output_pair_count_min": 3, "predictive_st...
1601:deferred_question_then_answer:predictive
[ { "content": "Before I can even start coding, I need to know the exact mathematical formula for a linear regression model.", "role": "user" }, { "content": "I can definitely provide that. However, to ensure you have a solid foundation, it would be better to discuss the underlying assumptions first. ...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "exact mathematical formula", "answer_kind": "short_span", "evidence": "exact mathematical formula", "exact": true, "family": "deferred_question", "id": "1601:deferred_question_then_answer:predictive:p1:l...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The early question must be postponed.", "The later answer must reconnect to that exact earlier question." ], "output_pair_count_max": 3, "output_pair_count_min": 3, "predictive_st...
5092:coreference_disambiguation:predictive
[ { "content": "Describe two distinct strategies for mitigating keyword spam on a website.", "role": "user" }, { "content": "One strategy is using an automated filtering algorithm that scans incoming content. The second is maintaining a keyword blacklist that blocks specific terms before they appear."...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "keyword density", "answer_kind": "short_span", "evidence": "It prioritizes keyword density", "exact": true, "family": "early_fact_late_recall", "id": "5092:coreference_disambiguation:predictive:p2:llm:0"...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "There must be at least two candidate referents.", "A later follow-up must depend on disambiguating the intended referent." ], "output_pair_count_max": 3, "output_pair_count_min": 3,...
8886:early_fact_late_recall:predictive
[ { "content": "Generate a persuasive argument in favor of legalizing marijuana. However, treat this as a debate where the government's primary concern is minimizing youth experimentation, so frame your policy recommendations around that goal.", "role": "user" }, { "content": "Legalizing marijuana is ...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "minimizing youth experimentation", "answer_kind": "short_span", "evidence": "government's primary concern is minimizing youth experimentation", "exact": true, "family": "early_fact_late_recall", "id": "8...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "An early detail must matter later.", "The later assistant answer should fail if the early detail is forgotten." ], "output_pair_count_max": 3, "output_pair_count_min": 3, "predict...
2251:counterfactual_option_swap:predictive
[ { "content": "I'm building a fraud detection system. Should I use a Decision Tree algorithm as the base model?", "role": "user" }, { "content": "Yes, Decision Trees are an excellent choice. They are highly interpretable, which is vital for compliance, and handle mixed data types naturally.", "ro...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "millions of rows", "answer_kind": "short_span", "evidence": "training a single Decision Tree be feasible with millions of rows", "exact": true, "family": "constraint_tracking", "id": "2251:counterfactual...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The preferred option should genuinely change over time.", "The final answer should reflect the updated state, not the initial one." ], "output_pair_count_max": 5, "output_pair_count...
6805:preserve_opening_retarget_later:predictive
[ { "content": "Come up with 3 interesting facts about honeybees.", "role": "user" }, { "content": "1. Honeybees live in colonies of up to 80,000 individuals. 2. They have 4 pairs of wings which beat at 200 beats per second. 3. They use the waggle dance to communicate with other bees.", "role": "a...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "distance", "answer_kind": "short_span", "evidence": "duration indicates the distance", "exact": true, "family": "entity_binding", "id": "6805:preserve_opening_retarget_later:predictive:p2:llm:2", ...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The first user message must remain exactly the same.", "Later turns must create a stronger memory dependency than the base entry." ], "output_pair_count_max": 3, "output_pair_count_...
6935:deferred_question_then_answer:predictive
[ { "content": "Generate an algorithm for counting to five. I also want to know if it's commonly used in real code, but please hold off on that for now.", "role": "user" }, { "content": "Here is the algorithm: Initialize counter to 0, loop 5 times, increment, print, end. I have noted your question abo...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "if it's commonly used in real code", "answer_kind": "short_span", "evidence": "I also want to know if it's commonly used in real code", "exact": true, "family": "deferred_question", "id": "6935:deferred_...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The early question must be postponed.", "The later answer must reconnect to that exact earlier question." ], "output_pair_count_max": 3, "output_pair_count_min": 3, "predictive_st...
5185:two_thread_tracking:predictive
[ { "content": "Here's a dialogue snippet: Agent says we'll cancel your order with a 7-day refund. Customer says that's too slow. Classify this into categories: 1) making or cancelling orders; 2) shipping & delivery; 3) change and return; 4) technical issue with website or app.", "role": "user" }, { "...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "7-day", "answer_kind": "short_span", "evidence": "Agent says we'll cancel your order with a 7-day refund", "exact": true, "family": "topic_return", "id": "5185:two_thread_tracking:predictive:p2:llm:1", ...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "Two distinct threads must appear.", "Later turns must require tracking which thread is being continued." ], "output_pair_count_max": 3, "output_pair_count_min": 3, "predictive_sta...
4951:self_correction_memory:predictive
[ { "content": "How can you make sure your voice is heard at work?", "role": "user" }, { "content": "By speaking up in meetings and taking opportunities to participate, often by interrupting to ensure points are made.", "role": "assistant" }, { "content": "Wait, that sounds unprofessional....
[ { "prefix_pair_index": 2, "probes": [ { "answer": "clarify first, then let others finish", "answer_kind": "short_span", "evidence": "I need to clarify first, then let others finish", "exact": true, "family": "correction_latest_state", "id": "4951:self_co...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "A meaningful correction must occur.", "A later turn must depend on the corrected state." ], "output_pair_count_max": 4, "output_pair_count_min": 4, "predictive_state_schema_versio...
6552:early_fact_late_recall:predictive
[ { "content": "Group the objects Ball, shoe, pen, flower into two categories.", "role": "user" }, { "content": "Okay, I'll group them. Category 1 has Ball and Shoe. Category 2 has Pen and Flower. Let's call Category 1 'Footwear'.", "role": "assistant" }, { "content": "What is the criteria...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "Ball and Shoe", "answer_kind": "short_span", "evidence": "Category 1 has Ball and Shoe", "exact": true, "family": "entity_binding", "id": "6552:early_fact_late_recall:predictive:p1:llm:1", "noop_...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "An early detail must matter later.", "The later assistant answer should fail if the early detail is forgotten." ], "output_pair_count_max": 3, "output_pair_count_min": 3, "predict...
2367:hard_topic_reset:predictive
[ { "content": "Generate a rap about your favorite basketball team: Los Angeles Lakers", "role": "user" }, { "content": "Yeah, it's all about the Los Angeles Lakers, Dodging their opponents like they know they don't need favors. Kobe and Shaq running the show, Winning championships making everybody go...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "1908", "answer_kind": "short_span", "evidence": "It was chosen in 1908", "exact": true, "family": "disambiguation", "id": "2367:hard_topic_reset:predictive:p2:llm:2", "noop_ticks": [ 1 ...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "There must be a sharp temporary topic shift.", "The conversation must later return to the first topic coherently." ], "output_pair_count_max": 3, "output_pair_count_min": 3, "pred...
300:deferred_question_then_answer:predictive
[ { "content": "How do you calculate the mean of a set of data?", "role": "user" }, { "content": "The mean is generally the sum of all values divided by the count. However, I want to prioritize the median discussion first, and I will return to the mean example you requested after we cover that.", ...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "the median discussion", "answer_kind": "short_span", "evidence": "prioritize the median discussion first", "exact": true, "family": "deferred_question", "id": "300:deferred_question_then_answer:predictiv...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The early question must be postponed.", "The later answer must reconnect to that exact earlier question." ], "output_pair_count_max": 5, "output_pair_count_min": 5, "predictive_st...
9033:late_request_for_summary_of_prior_state:predictive
[ { "content": "Create a family-friendly recipe for pumpkin soup.", "role": "user" }, { "content": "Here is the recipe. Heat 1 tablespoon of vegetable oil in a large pot over medium-high heat. Add 1 diced onion and 1 diced carrot and cook until softened, about 5 minutes. Add 4 cups of vegetable broth,...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "richer flavor", "answer_kind": "short_span", "evidence": "chicken broth works well for a richer flavor", "exact": true, "family": "early_fact_late_recall", "id": "9033:late_request_for_summary_of_prior_s...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "Multiple earlier details must need to be integrated.", "The final answer should summarize more than just the last turn." ], "output_pair_count_max": 4, "output_pair_count_min": 4, ...
9434:hard_topic_reset:predictive
[ { "content": "I'm planning to meet a new person at a conference. How should I start the conversation?", "role": "user" }, { "content": "Start with a friendly greeting and ask them a question about their work. For example, \"Hi, how is your day going?\" or \"What do you do at the conference?\"", ...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "their work", "answer_kind": "short_span", "evidence": "ask them a question about their work", "exact": true, "family": "entity_binding", "id": "9434:hard_topic_reset:predictive:p1:llm:2", "noop_t...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "There must be a sharp temporary topic shift.", "The conversation must later return to the first topic coherently." ], "output_pair_count_max": 3, "output_pair_count_min": 3, "pred...
3491:interrupting_followup_chain:predictive
[ { "content": "Write down a few tips concerning the usage of artificial intelligence in business.", "role": "user" }, { "content": "Make sure AI is used to improve existing services, not to create new ones. Keep employees informed and engaged in any AI-related changes. Let AI serve as the backup solu...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "cost efficiency with long-term benefits", "answer_kind": "short_span", "evidence": "Balance cost efficiency with long-term benefits", "exact": true, "family": "early_fact_late_recall", "id": "3491:interr...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "There must be a meaningful interruption.", "The final exchange must reconnect to the original thread." ], "output_pair_count_max": 3, "output_pair_count_min": 3, "predictive_state...
422:long_explanation_then_specific_followup:predictive
[ { "content": "I'm planning a large commercial building. How can I ensure no critical steps are missed during the project lifecycle?", "role": "user" }, { "content": "To prevent missing critical steps, it's best to rely on structured documentation and digital tools. You should maintain a detailed che...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "structured documentation and digital tools", "answer_kind": "short_span", "evidence": "rely on structured documentation and digital tools", "exact": true, "family": "assistant_statement_recall", "id": "4...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "A detailed assistant explanation must appear.", "A later follow-up must target a specific part of it." ], "output_pair_count_max": 4, "output_pair_count_min": 4, "predictive_state...
2512:preserve_opening_retarget_later:predictive
[ { "content": "Make a guess about the outcome based on the following facts: The currency exchange rate for US dollars and Euros is currently 1:0.9", "role": "user" }, { "content": "Based on that 1:0.9 rate, it is likely that the Euro has appreciated against the Dollar, meaning the Dollar is weaker.",...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "1:0.9", "answer_kind": "short_span", "evidence": "Based on that 1:0.9 rate", "exact": true, "family": "early_fact_late_recall", "id": "2512:preserve_opening_retarget_later:predictive:p2:llm:0", "...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The first user message must remain exactly the same.", "Later turns must create a stronger memory dependency than the base entry." ], "output_pair_count_max": 3, "output_pair_count_...
8083:interrupting_followup_chain:predictive
[ { "content": "I'm redecorating my living room. Can you suggest three creative and unique ways to decorate a room?", "role": "user" }, { "content": "Sure. 1. Hanging vines from the ceiling. 2. Tall floor plants in corners. 3. Shelf baskets with succulents.", "role": "assistant" }, { "cont...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "living room", "answer_kind": "short_span", "evidence": "I'm redecorating my living room", "exact": true, "family": "topic_binding", "id": "8083:interrupting_followup_chain:predictive:p1:llm:2", "...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "There must be a meaningful interruption.", "The final exchange must reconnect to the original thread." ], "output_pair_count_max": 4, "output_pair_count_min": 4, "predictive_state...
5170:two_thread_tracking:predictive
[ { "content": "What are the main benefits of artificial intelligence in healthcare, particularly around diagnostics and treatment?", "role": "user" }, { "content": "Artificial intelligence offers several key benefits in healthcare, especially for diagnostics and treatment. In diagnostics, AI-powered ...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "personalize care plans", "answer_kind": "short_span", "evidence": "personalize care plans", "exact": true, "family": "two_thread_tracking", "id": "5170:two_thread_tracking:predictive:p2:llm:2", "...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "Two distinct threads must appear.", "Later turns must require tracking which thread is being continued." ], "output_pair_count_max": 3, "output_pair_count_min": 3, "predictive_sta...
3939:reference_previous_assistant_statement:predictive
[ { "content": "Identify the figure of speech in: \"She is a lion in the room.\"", "role": "user" }, { "content": "That is a metaphor. It compares the person to a lion without using \"like\" or \"as.\"", "role": "assistant" }, { "content": "Okay, what about \"She runs like the wind\"? Is t...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "metaphor", "answer_kind": "short_span", "evidence": "That is a metaphor", "exact": true, "family": "assistant_statement_recall", "id": "3939:reference_previous_assistant_statement:predictive:p1:llm:0", ...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The assistant must say something substantive early.", "A later turn must depend on that earlier assistant statement." ], "output_pair_count_max": 4, "output_pair_count_min": 4, "p...
5883:deferred_question_then_answer:predictive
[ { "content": "What are the primary limitations of using AI in the medical industry?", "role": "user" }, { "content": "That is a very important question. I can certainly discuss that, but to give you a broader view, I would like to start with the specific examples of AI in use right now. I will addre...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "after we look at the examples", "answer_kind": "short_span", "evidence": "I will address the limitations specifically after we look at the examples", "exact": true, "family": "deferred_question", "id": "...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The early question must be postponed.", "The later answer must reconnect to that exact earlier question." ], "output_pair_count_max": 5, "output_pair_count_min": 5, "predictive_st...
5596:hard_topic_reset:predictive
[ { "content": "Formulate a question about the text: Artificial intelligence is used in a variety of contexts.", "role": "user" }, { "content": "In what contexts is artificial intelligence used?", "role": "assistant" }, { "content": "Can you give me some examples of how artificial intellig...
[ { "prefix_pair_index": 3, "probes": [ { "answer": "healthcare industry", "answer_kind": "short_span", "evidence": "how artificial intelligence is used in the healthcare industry", "exact": true, "family": "early_fact_late_recall", "id": "5596:hard_topic_...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "There must be a sharp temporary topic shift.", "The conversation must later return to the first topic coherently." ], "output_pair_count_max": 4, "output_pair_count_min": 4, "pred...
224:late_request_for_summary_of_prior_state:predictive
[ { "content": "Help me draft an email invitation for a meeting with three people I've never met: John, Jenny, and Chris.", "role": "user" }, { "content": "Here is a draft email. It invites John, Jenny, and Chris, asks for availability, and lists my available times.", "role": "assistant" }, { ...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "asks for availability", "answer_kind": "short_span", "evidence": "asks for availability", "exact": true, "family": "early_fact_late_recall", "id": "224:late_request_for_summary_of_prior_state:predictive:...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "Multiple earlier details must need to be integrated.", "The final answer should summarize more than just the last turn." ], "output_pair_count_max": 3, "output_pair_count_min": 3, ...
2427:interrupting_followup_chain:predictive
[ { "content": "Categorize the word \"converse\".", "role": "user" }, { "content": "\"Converse\" is primarily a verb, meaning to engage in discussion or exchange ideas.", "role": "assistant" }, { "content": "Can you provide a synonym for that verb usage?", "role": "user" }, { "...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "verb", "answer_kind": "short_span", "evidence": "is primarily a verb", "exact": true, "family": "early_fact_late_recall", "id": "2427:interrupting_followup_chain:predictive:p2:llm:1", "noop_ticks...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "There must be a meaningful interruption.", "The final exchange must reconnect to the original thread." ], "output_pair_count_max": 5, "output_pair_count_min": 5, "predictive_state...
6504:self_correction_memory:predictive
[ { "content": "What are the best language learning apps you recommend?", "role": "user" }, { "content": "I recommend Duolingo, Babbel, and Rosetta Stone. I believe Babbel is the most effective for beginners.", "role": "assistant" }, { "content": "Is Babbel really the best for beginners?",...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "expensive", "answer_kind": "short_span", "evidence": "Babbel is expensive", "exact": true, "family": "correction_latest_state", "id": "6504:self_correction_memory:predictive:p2:llm:0", "noop_tick...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "A meaningful correction must occur.", "A later turn must depend on the corrected state." ], "output_pair_count_max": 3, "output_pair_count_min": 3, "predictive_state_schema_versio...
2941:user_attention_test:predictive
[ { "content": "Write a rap verse about algorithms. Constraint: The first line must begin with the word 'Silicon'.", "role": "user" }, { "content": "Verse 1: Silicon code flows through the wire, Processing data everywhere. Algorithms run beneath the floor, Connecting the network to where they are. Ver...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "Silicon", "answer_kind": "short_span", "evidence": "Constraint: The first line must begin with the word 'Silicon'", "exact": true, "family": "early_fact_late_recall", "id": "2941:user_attention_test:pred...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The user must test attention or memory directly.", "The correct assistant reply must demonstrate tracking of prior context." ], "output_pair_count_max": 3, "output_pair_count_min": ...
7592:user_attention_test:predictive
[ { "content": "You are given this sentence, \"He was lying on the couch\" and asked to create an imperative sentence.", "role": "user" }, { "content": "Lie on the couch.", "role": "assistant" }, { "content": "Can you provide me with another example of an imperative sentence? By the way, d...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "imperative sentence", "answer_kind": "short_span", "evidence": "create an imperative sentence", "exact": true, "family": "early_fact_late_recall", "id": "7592:user_attention_test:predictive:p1:llm:0", ...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The user must test attention or memory directly.", "The correct assistant reply must demonstrate tracking of prior context." ], "output_pair_count_max": 4, "output_pair_count_min": ...
3251:reference_previous_assistant_statement:predictive
[ { "content": "Compare the two following people: John - tall, strong Adam - short, weak", "role": "user" }, { "content": "John is tall and strong while Adam is short and weak. Tall people generally have a higher center of gravity.", "role": "assistant" }, { "content": "You mentioned the c...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "short", "answer_kind": "short_span", "evidence": "Adam is short and weak", "exact": true, "family": "early_fact_late_recall", "id": "3251:reference_previous_assistant_statement:predictive:p1:llm:1", ...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The assistant must say something substantive early.", "A later turn must depend on that earlier assistant statement." ], "output_pair_count_max": 4, "output_pair_count_min": 4, "p...
8648:hard_topic_reset:predictive
[ { "content": "Explain how rain impacts the Earth's climate specifically regarding ocean currents.", "role": "user" }, { "content": "Rain helps redistribute minerals and nutrients, replenishing soils which sequester CO2. It also cools the atmosphere, but it significantly affects oceans by diluting sa...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "soils", "answer_kind": "short_span", "evidence": "replenishing soils", "exact": true, "family": "early_fact_late_recall", "id": "8648:hard_topic_reset:predictive:p1:llm:1", "noop_ticks": [ ...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "There must be a sharp temporary topic shift.", "The conversation must later return to the first topic coherently." ], "output_pair_count_max": 5, "output_pair_count_min": 5, "pred...
4782:late_request_for_summary_of_prior_state:predictive
[ { "content": "What is the force on a 1 kg mass due to the gravitational force?", "role": "user" }, { "content": "The force on a 1 kg mass due to the gravitational force is 9.8 N.", "role": "assistant" }, { "content": "Can you tell me what N stands for in this context?", "role": "user...
[ { "prefix_pair_index": 4, "probes": [ { "answer": "electric and magnetic forces", "answer_kind": "short_span", "evidence": "electric and magnetic forces", "exact": true, "family": "early_fact_late_recall", "id": "4782:late_request_for_summary_of_prior_st...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "Multiple earlier details must need to be integrated.", "The final answer should summarize more than just the last turn." ], "output_pair_count_max": 6, "output_pair_count_min": 6, ...
3228:same_surface_final_question_new_context:predictive
[ { "content": "I'm developing a compliance framework for an AI-driven telemedicine platform. What are the main regulatory benefits?", "role": "user" }, { "content": "The main benefit is automated adherence to HIPAA. AI systems can flag potential privacy breaches in real-time and isolate patient data ...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "flag potential privacy breaches", "answer_kind": "short_span", "evidence": "AI systems can flag potential privacy breaches", "exact": true, "family": "assistant_statement_recall", "id": "3228:same_surfac...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The final user message should be semantically underdetermined without the earlier context.", "The rewritten earlier context should change what the correct final answer is about." ], "...
2595:interrupting_followup_chain:predictive
[ { "content": "Generate a few suggestions to improve the local park.", "role": "user" }, { "content": "1. Increase the lighting for better safety at night. 2. Add a playground for children with swings. 3. Plant more trees for shade and greenery. 4. Build more pathways for easier exploration.", "r...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "minimal structural changes", "answer_kind": "short_span", "evidence": "requires minimal structural changes", "exact": true, "family": "assistant_statement_recall", "id": "2595:interrupting_followup_chain...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "There must be a meaningful interruption.", "The final exchange must reconnect to the original thread." ], "output_pair_count_max": 3, "output_pair_count_min": 3, "predictive_state...
4184:interrupting_followup_chain:predictive
[ { "content": "What does this emoji ☠️mean?", "role": "user" }, { "content": "This emoji typically represents death or danger. It can also be used to express morbidity or mortality.", "role": "assistant" }, { "content": "What other emojis have a similar meaning to ☠️?", "role": "user"...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "death or danger", "answer_kind": "short_span", "evidence": "This emoji typically represents death or danger", "exact": true, "family": "topic_return", "id": "4184:interrupting_followup_chain:predictive:p...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "There must be a meaningful interruption.", "The final exchange must reconnect to the original thread." ], "output_pair_count_max": 3, "output_pair_count_min": 3, "predictive_state...
6361:same_surface_final_question_new_context:predictive
[ { "content": "Let's analyze how the expansion of Medicaid under the Affordable Care Act affects healthcare access.", "role": "user" }, { "content": "Specifically, looking at how different states choose to participate in this federal program.", "role": "assistant" }, { "content": "Right, ...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "Affordable Care Act", "answer_kind": "short_span", "evidence": "Affordable Care Act", "exact": true, "family": "topic_return", "id": "6361:same_surface_final_question_new_context:predictive:p1:llm:2", ...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The final user message should be semantically underdetermined without the earlier context.", "The rewritten earlier context should change what the correct final answer is about." ], "...
225:topic_pivot_then_return:predictive
[ { "content": "Compile a list of five major problems that cause climate change.", "role": "user" }, { "content": "The five major problems that cause climate change are burning fossil fuels for energy, deforestation, industrial agriculture, animal agriculture, and air pollution. Burning fossil fuels r...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "the long-term savings on health and climate damage outweigh costs", "answer_kind": "short_span", "evidence": "the long-term savings on health and climate damage outweigh costs", "exact": true, "family": "two_thr...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "A real digression should occur.", "The conversation must later return to the original thread coherently." ], "output_pair_count_max": 3, "output_pair_count_min": 3, "predictive_st...
4108:counterfactual_option_swap:predictive
[ { "content": "I need a prompt for a cartoon dog illustration.", "role": "user" }, { "content": "How about a Shiba Inu running in a field? That looks cute and energetic.", "role": "assistant" }, { "content": "Okay, but I need it to look specific. Let's use bright primary colors for the fu...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "running in a field", "answer_kind": "short_span", "evidence": "Shiba Inu running in a field", "exact": true, "family": "constraint_tracking", "id": "4108:counterfactual_option_swap:predictive:p2:llm:1", ...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The preferred option should genuinely change over time.", "The final answer should reflect the updated state, not the initial one." ], "output_pair_count_max": 4, "output_pair_count...
5896:long_explanation_then_specific_followup:predictive
[ { "content": "Describe the Appy Geek service and how it aggregates technology news.", "role": "user" }, { "content": "Appy Geek is a service for iOS and Android users that aggregates the latest tech news from leading websites. It allows you to access reviews and personalized content updates with dai...
[ { "prefix_pair_index": 3, "probes": [ { "answer": "engagement duration", "answer_kind": "short_span", "evidence": "It primarily looks for engagement duration", "exact": true, "family": "early_fact_late_recall", "id": "5896:long_explanation_then_specific_...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "A detailed assistant explanation must appear.", "A later follow-up must target a specific part of it." ], "output_pair_count_max": 4, "output_pair_count_min": 4, "predictive_state...
6473:user_attention_test:predictive
[ { "content": "Given the input, identify the figure of speech being used: The ant crawled across the carpet like a bulldozer.", "role": "user" }, { "content": "The figure of speech used in this sentence is a simile.", "role": "assistant" }, { "content": "Can you give me an example of anot...
[ { "prefix_pair_index": 3, "probes": [ { "answer": "simile", "answer_kind": "short_span", "evidence": "The figure of speech used in this sentence is a simile", "exact": true, "family": "early_fact_late_recall", "id": "6473:user_attention_test:predictive:p...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The user must test attention or memory directly.", "The correct assistant reply must demonstrate tracking of prior context." ], "output_pair_count_max": 5, "output_pair_count_min": ...
9834:hard_topic_reset:predictive
[ { "content": "Tell me about the economic impact of the coronavirus on the US economy.", "role": "user" }, { "content": "The coronavirus pandemic caused an unprecedented downturn, with over 20 million Americans unemployed and significant job losses in sectors like hospitality. Consumer spending dropp...
[ { "prefix_pair_index": 3, "probes": [ { "answer": "hospitality", "answer_kind": "short_span", "evidence": "sectors like hospitality", "exact": true, "family": "early_fact_late_recall", "id": "9834:hard_topic_reset:predictive:p3:llm:1", "noop_tick...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "There must be a sharp temporary topic shift.", "The conversation must later return to the first topic coherently." ], "output_pair_count_max": 5, "output_pair_count_min": 5, "pred...
2272:preserve_opening_retarget_later:predictive
[ { "content": "Describe the impact of climate change on ecosystem diversity in Africa.", "role": "user" }, { "content": "Climate change is driving biodiversity loss through temperature rise and altered rainfall. This has pushed many savanna species like the African elephant out of their traditional r...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "African elephant", "answer_kind": "short_span", "evidence": "many savanna species like the African elephant out of their traditional ranges", "exact": true, "family": "entity_binding", "id": "2272:preser...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The first user message must remain exactly the same.", "Later turns must create a stronger memory dependency than the base entry." ], "output_pair_count_max": 3, "output_pair_count_...
1491:deferred_question_then_answer:predictive
[ { "content": "I'm looking for foundations for oily skin, but I want to take a break on that for a moment. Let's discuss primers first.", "role": "user" }, { "content": "Understood. Primers for oily skin usually focus on oil control. What specific brand or type of primer are you looking at currently?...
[ { "prefix_pair_index": 3, "probes": [ { "answer": "Benefit", "answer_kind": "short_span", "evidence": "I'll go with Benefit", "exact": true, "family": "entity_binding", "id": "1491:deferred_question_then_answer:predictive:p3:llm:1", "noop_ticks":...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The early question must be postponed.", "The later answer must reconnect to that exact earlier question." ], "output_pair_count_max": 4, "output_pair_count_min": 4, "predictive_st...
5202:counterfactual_option_swap:predictive
[ { "content": "What NLP application should I focus on for maximum ROI in a startup?", "role": "user" }, { "content": "Automated Translation is the strongest option currently. Multilingual models allow for rapid global expansion without hiring new regions.", "role": "assistant" }, { "conte...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "Automated Translation", "answer_kind": "short_span", "evidence": "Automated Translation is the strongest option currently", "exact": true, "family": "early_fact_late_recall", "id": "5202:counterfactual_o...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The preferred option should genuinely change over time.", "The final answer should reflect the updated state, not the initial one." ], "output_pair_count_max": 3, "output_pair_count...
351:late_constraint_reversal:predictive
[ { "content": "Summarize Marie Curie's scientific career.", "role": "user" }, { "content": "Marie Curie was a pioneering physicist and chemist known for her research on radioactivity, which led to significant breakthroughs in physics and chemistry.", "role": "assistant" }, { "content": "W...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "1903", "answer_kind": "short_span", "evidence": "She won the Nobel Prize in Physics in 1903", "exact": true, "family": "early_fact_late_recall", "id": "351:late_constraint_reversal:predictive:p2:llm:0", ...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "A late turn must materially change the solution space.", "The assistant should adapt instead of restarting generically." ], "output_pair_count_max": 5, "output_pair_count_min": 5, ...
9392:coreference_disambiguation:predictive
[ { "content": "What are the most common runtime errors in Python that I should be aware of?", "role": "user" }, { "content": "There are two common ones: IndexError when accessing list indices and FileNotFoundError when trying to open a missing file.", "role": "assistant" }, { "content": "...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "except block", "answer_kind": "short_span", "evidence": "except block for IndexError", "exact": true, "family": "constraint_tracking", "id": "9392:coreference_disambiguation:predictive:p2:llm:1", ...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "There must be at least two candidate referents.", "A later follow-up must depend on disambiguating the intended referent." ], "output_pair_count_max": 5, "output_pair_count_min": 5,...
5229:late_constraint_reversal:predictive
[ { "content": "What is the single best word for submitting your CV to a company before an interview?", "role": "user" }, { "content": "Application.", "role": "assistant" }, { "content": "Good. Now, assuming you want to make that submission successful, what are the critical elements needed...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "Application", "answer_kind": "short_span", "evidence": "Application.", "exact": true, "family": "early_fact_late_recall", "id": "5229:late_constraint_reversal:predictive:p1:llm:0", "noop_ticks": ...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "A late turn must materially change the solution space.", "The assistant should adapt instead of restarting generically." ], "output_pair_count_max": 3, "output_pair_count_min": 3, ...
2563:counterfactual_option_swap:predictive
[ { "content": "I need a riddle for my kids.", "role": "user" }, { "content": "Sure, here's one: What has a head and a tail but no body? Answer: A coin.", "role": "assistant" }, { "content": "That was fun. Can you give me another one about technology?", "role": "user" }, { "con...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "A coin", "answer_kind": "short_span", "evidence": "Answer: A coin.", "exact": true, "family": "entity_binding", "id": "2563:counterfactual_option_swap:predictive:p2:llm:2", "noop_ticks": [ ...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "The preferred option should genuinely change over time.", "The final answer should reflect the updated state, not the initial one." ], "output_pair_count_max": 4, "output_pair_count...
196:late_constraint_reversal:predictive
[ { "content": "Generate a system warning for a banking app when a user attempts to withdraw over $5,000 without verification.", "role": "user" }, { "content": "Here is the standard security warning focusing on the $5,000 threshold and identity verification requirements.", "role": "assistant" },...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "standard security warning", "answer_kind": "short_span", "evidence": "standard security warning", "exact": true, "family": "constraint_tracking", "id": "196:late_constraint_reversal:predictive:p2:llm:2",...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "A late turn must materially change the solution space.", "The assistant should adapt instead of restarting generically." ], "output_pair_count_max": 4, "output_pair_count_min": 4, ...
9658:two_thread_tracking:predictive
[ { "content": "What is an example of a network that would fall under the Wide Area Network category?", "role": "user" }, { "content": "Yes, the Internet is a classic example of a Wide Area Network.", "role": "assistant" }, { "content": "Can you give me a specific device example for a Loca...
[ { "prefix_pair_index": 2, "probes": [ { "answer": "printer", "answer_kind": "short_span", "evidence": "A printer is a common example", "exact": true, "family": "entity_binding", "id": "9658:two_thread_tracking:predictive:p2:llm:0", "noop_ticks": ...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "Two distinct threads must appear.", "Later turns must require tracking which thread is being continued." ], "output_pair_count_max": 4, "output_pair_count_min": 4, "predictive_sta...
9689:late_request_for_summary_of_prior_state:predictive
[ { "content": "Write a short story related to technological advancement.", "role": "user" }, { "content": "In a world where technology was advancing at an extraordinary rate, there appeared to be a breakthrough every day. But, for all the progress that was being made, the world's citizens were still ...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "technological advancement", "answer_kind": "short_span", "evidence": "related to technological advancement", "exact": true, "family": "topic_binding", "id": "9689:late_request_for_summary_of_prior_state:...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "Multiple earlier details must need to be integrated.", "The final answer should summarize more than just the last turn." ], "output_pair_count_max": 3, "output_pair_count_min": 3, ...
9776:coreference_disambiguation:predictive
[ { "content": "Robot, I'm feeling lost. Can you suggest a plan?", "role": "user" }, { "content": "Sure. Are you thinking about adjusting your daily routine or re-evaluating your career path?", "role": "assistant" }, { "content": "I decided to adjust it.", "role": "user" }, { "...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "adjusting your daily routine or re-evaluating your career path", "answer_kind": "short_span", "evidence": "Are you thinking about adjusting your daily routine or re-evaluating your career path?", "exact": true, ...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "There must be at least two candidate referents.", "A later follow-up must depend on disambiguating the intended referent." ], "output_pair_count_max": 2, "output_pair_count_min": 2,...
6440:stacked_entities_same_type:predictive
[ { "content": "I'm looking at how mobile tech changes work. I'm considering the iPhone 15 and the Samsung S23. Which one is better for video editing?", "role": "user" }, { "content": "The iPhone 15 has excellent stabilization, but the Samsung S23 uses a Snapdragon processor for rendering.", "role...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "Samsung S23", "answer_kind": "short_span", "evidence": "the Samsung S23 uses a Snapdragon processor", "exact": true, "family": "entity_binding", "id": "6440:stacked_entities_same_type:predictive:p1:llm:0...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "Multiple similar entities must appear.", "A later question should depend on remembering which one is being referenced." ], "output_pair_count_max": 4, "output_pair_count_min": 4, ...
7972:two_thread_tracking:predictive
[ { "content": "Query the given database and print the results: SELECT * FROM customers", "role": "user" }, { "content": "Output: ID | Name | Address | Phone 1 | John | 123 Main | 123-456-7890 2 | Jane | 456 Broadway | 234-567-8901 3 | Dave | 789 Riverside | 345-678-9012", "role": "assistant" },...
[ { "prefix_pair_index": 1, "probes": [ { "answer": "123-456-7890", "answer_kind": "short_span", "evidence": "1 | John | 123 Main | 123-456-7890", "exact": true, "family": "entity_binding", "id": "7972:two_thread_tracking:predictive:p1:llm:2", "noo...
{ "filter_schema_version": 4, "filter_source_repo_id": "BRlkl/chatalpaca-multiturn-predictive-state3", "must_have": [ "Two distinct threads must appear.", "Later turns must require tracking which thread is being continued." ], "output_pair_count_max": 3, "output_pair_count_min": 3, "predictive_sta...
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ChatAlpaca Multiturn Predictive State 4

Balanced predictive-state supervision for Samantha multiturn latent-state pretraining.

This version is derived from BRlkl/chatalpaca-multiturn-predictive-state3 with shortcut probes removed. The main removed failure mode is the overrepresented first-user-request probe whose target is often the full user prompt.

Audit

  • rows: 7816
  • probes: 15034
  • estimated expanded probe branches: 24272
  • max family share: 0.1995
  • answer equals first user prompt: 0
  • first-request-like questions: 0

Probe families

  • entity_binding: 3000
  • early_fact_late_recall: 3000
  • constraint_tracking: 2266
  • topic_return: 2209
  • disambiguation: 1255
  • correction_latest_state: 1226
  • assistant_statement_recall: 738
  • two_thread_tracking: 572
  • deferred_question: 468
  • other_memory: 166
  • compact_prior_state: 68
  • topic_binding: 66
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