{"domain_id": "bar-0", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-A172BF4F\",\n  \"first_name\": \"Richard\",\n  \"last_name\": \"Robinson\",\n  \"email\": \"richard.robinson4808@yahoo.com\",\n  \"city\": \"Virginia Beach\",\n  \"state\": \"VA\",\n  \"neighborhood\": \"Pembroke\",\n  \"has_drivers_license\": true\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in New Orleans that have happy hour.\n2. After seeing the results, narrow them down to places that offer a budget of up to $75 per person, using the results from the previous search.\n3. After seeing the filtered results, say you need some time to think about it and end the conversation without making a booking.\n", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"New Orleans\",\"has_happy_hour\":true}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"budget\":75}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-1", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-000D2EBB\",\n  \"first_name\": \"Anthony\",\n  \"last_name\": \"Rodriguez\",\n  \"email\": \"anthony.rodriguez9546@yahoo.com\",\n  \"city\": \"Oxnard\",\n  \"state\": \"CA\",\n  \"neighborhood\": \"Colonia\",\n  \"has_drivers_license\": true\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Amarillo within a budget of $30 per person that have pool tables.\n2. After seeing the results, narrow them down to places that offer waterfront view, using the results from the previous search.\n3. After seeing the filtered results, let the assistant know you'll think it over and close the conversation without booking.\n", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"Amarillo\",\"budget\":30,\"has_pool_tables\":true}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"has_waterfront_view\":true}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-2", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-FBDE13A9\",\n  \"first_name\": \"Linda\",\n  \"last_name\": \"Rodriguez\",\n  \"email\": \"linda.rodriguez8062@gmail.com\",\n  \"city\": \"Murrieta\",\n  \"state\": \"CA\",\n  \"neighborhood\": \"Cal Oaks\",\n  \"has_drivers_license\": true\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Temecula within a budget of $60 per person that have live music.\n2. After seeing the results, narrow them down to places that offer a rating of at least [3.8, 5.0], using the results from the previous search.\n3. After seeing the filtered results, tell the assistant you're not ready to decide yet and end the conversation.\n", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"Temecula\",\"has_live_music\":true,\"budget\":60}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"rating\":[3.8,5.0]}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-3", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-29B743A5\",\n  \"first_name\": \"Matthew\",\n  \"last_name\": \"Sanchez\",\n  \"email\": \"matthew.sanchez6025@yahoo.com\",\n  \"city\": \"Tucson\",\n  \"state\": \"AZ\",\n  \"neighborhood\": \"Sam Hughes\",\n  \"has_drivers_license\": true\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Oakland within a budget of $30 per person that have pool tables.\n2. After seeing the results, narrow them down to places that in Temescal neighborhood, using the results from the previous search.\n3. After seeing the filtered results, say you want to think about your options and wrap up the conversation without booking.\n", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"Oakland\",\"budget\":30,\"has_pool_tables\":true}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"neighborhood\":[\"Temescal\"]}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-4", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-61C99C07\",\n  \"first_name\": \"Barbara\",\n  \"last_name\": \"Ramirez\",\n  \"email\": \"barbara.ramirez4971@icloud.com\",\n  \"city\": \"Rancho Cucamonga\",\n  \"state\": \"CA\",\n  \"neighborhood\": \"Rancho Etiwanda\",\n  \"has_drivers_license\": true\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Rialto within a budget of $20 per person.\n2. After seeing the results, narrow them down to places that offer craft beer, using the results from the previous search.\n3. After seeing the filtered results, mention you need to think about it and politely end the conversation.\n", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"Rialto\",\"budget\":20}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"has_craft_beer\":true}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-5", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-752486EC\",\n  \"first_name\": \"Thomas\",\n  \"last_name\": \"Lee\",\n  \"email\": \"thomas.lee1924@gmail.com\",\n  \"city\": \"Akron\",\n  \"state\": \"OH\",\n  \"neighborhood\": \"West Hill\",\n  \"birthdate\": \"1978-08-08\",\n  \"payment_wallet\": \"{\\\"debit_cards\\\": [\\\"Interac\\\",\\\"Maestro\\\",\\\"Visa Debit\\\"],\\\"credit_cards\\\": [{\\\"name\\\": \\\"Diners Club\\\",\\\"credit_card_last_four\\\": \\\"3286\\\"}]}\",\n  \"has_drivers_license\": true\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Temecula that have mocktails.\n2. After seeing the results, narrow them down to places that offer a budget of up to $50 per person, using the results from the previous search.\n3. Choose the bar with the alphabetically lowest name from the results (Barrel & Bond) and book a reservation for 6 guests under the name Sarah Thomas for 2026-07-25 22:00.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"Temecula\",\"has_mocktails\":true}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"budget\":50}},{\"name\":\"book_bar_reservation\",\"parameters\":{\"venue_id\":\"BAR7808\",\"event_datetime\":\"2026-07-25 22:00\",\"primary_guest_name\":\"Thomas Lee\",\"number_guests\":6,\"credit_card_last_four\":\"3286\",\"has_drivers_license\":true,\"user_id\":\"USR-752486EC\"}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-6", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-8A0701DC\",\n  \"first_name\": \"Betty\",\n  \"last_name\": \"Davis\",\n  \"email\": \"betty.davis7012@gmail.com\",\n  \"city\": \"Charlotte\",\n  \"state\": \"NC\",\n  \"neighborhood\": \"Plaza Midwood\",\n  \"has_drivers_license\": true,\n  \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"Visa\\\",\\\"credit_card_last_four\\\": \\\"2679\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in St. Louis that have waterfront view.\n2. After seeing the results, narrow them down to places that offer a budget of up to $75 per person, using the results from the previous search.\n3. Choose the bar with the alphabetically lowest name from the results (Blue Note Social) and book a reservation for 4 guests under the name Betty Davis for 2026-05-20 19:30.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"St. Louis\",\"has_waterfront_view\":true}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"budget\":75}},{\"name\":\"book_bar_reservation\",\"parameters\":{\"venue_id\":\"BAR2131\",\"primary_guest_name\":\"Betty Davis\",\"number_guests\":4,\"credit_card_last_four\":\"2679\",\"has_drivers_license\":true,\"user_id\":\"USR-8A0701DC\",\"event_datetime\":\"2026-05-20 19:30\"}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-7", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-088F7CA3\",\n  \"first_name\": \"Linda\",\n  \"last_name\": \"White\",\n  \"email\": \"linda.white8618@yahoo.com\",\n  \"city\": \"Olathe\",\n  \"state\": \"KS\",\n  \"neighborhood\": \"Olathe Station\",\n  \"has_drivers_license\": true,\n  \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"Visa\\\",\\\"credit_card_last_four\\\": \\\"9935\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Hayward that have dj.\n2. After seeing the results, narrow them down to places that offer a budget of up to $25 per person, using the results from the previous search.\n3. Choose the bar with the alphabetically lowest name from the results and book a reservation for 5 guests under the name Linda White for 2026-07-11 21:00.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"Hayward\",\"has_dj\":true}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"budget\":25}},{\"name\":\"book_bar_reservation\",\"parameters\":{\"venue_id\":\"BAR4705\",\"primary_guest_name\":\"Linda White\",\"number_guests\":5,\"credit_card_last_four\":\"9935\",\"has_drivers_license\":true,\"user_id\":\"USR-088F7CA3\",\"event_datetime\":\"2026-07-11 21:00\"}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-8", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-99A0E8E5\",\n  \"first_name\": \"Betty\",\n  \"last_name\": \"Miller\",\n  \"email\": \"betty.miller4112@yahoo.com\",\n  \"city\": \"Newark\",\n  \"state\": \"NJ\",\n  \"neighborhood\": \"Downtown Newark\",\n  \"birthdate\": \"1986-04-04\",\n  \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"Diners Club\\\",\\\"credit_card_last_four\\\": \\\"2424\\\"},{\\\"name\\\": \\\"Discover\\\",\\\"credit_card_last_four\\\": \\\"5506\\\"}],\\\"cryptocurrencies\\\": [\\\"Ethereum\\\",\\\"Litecoin\\\",\\\"Solana\\\"]}\",\n  \"has_drivers_license\": true\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Montgomery that have signature mixology.\n2. After seeing the results, narrow them down to places that offer a budget of up to $90 per person, using the results from the previous search.\n3. Choose the bar with the alphabetically lowest name from the results and book a reservation for 7 guests under the name Robert Sanchez for 2026-05-20 19:30.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"Montgomery\",\"has_signature_mixology\":true}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"budget\":90}},{\"name\":\"book_bar_reservation\",\"parameters\":{\"venue_id\":\"BAR3700\",\"primary_guest_name\":\"Betty Miller\",\"number_guests\":7,\"credit_card_last_four\":\"2424\",\"has_drivers_license\":true,\"user_id\":\"USR-99A0E8E5\",\"event_datetime\":\"2026-05-20 19:30\"}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-9", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-77DB14E4\",\n  \"first_name\": \"William\",\n  \"last_name\": \"Jackson\",\n  \"email\": \"william.jackson1779@gmail.com\",\n  \"city\": \"Dearborn\",\n  \"state\": \"MI\",\n  \"neighborhood\": \"Southwest Dearborn\",\n  \"birthdate\": \"1961-10-25\",\n  \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"Mastercard\\\",\\\"credit_card_last_four\\\": \\\"7912\\\"},{\\\"name\\\": \\\"Visa\\\",\\\"credit_card_last_four\\\": \\\"4657\\\"},{\\\"name\\\": \\\"Mastercard\\\",\\\"credit_card_last_four\\\": \\\"3286\\\"},{\\\"name\\\": \\\"Discover\\\",\\\"credit_card_last_four\\\": \\\"2679\\\"},{\\\"name\\\": \\\"JCB\\\",\\\"credit_card_last_four\\\": \\\"9935\\\"},{\\\"name\\\": \\\"American Express\\\",\\\"credit_card_last_four\\\": \\\"2424\\\"},{\\\"name\\\": \\\"Diners Club\\\",\\\"credit_card_last_four\\\": \\\"7912\\\"}],\\\"debit_cards\\\": [\\\"Visa Debit\\\",\\\"Mastercard Debit\\\"],\\\"cryptocurrencies\\\": [\\\"USDC\\\",\\\"Solana\\\",\\\"Ethereum\\\"]}\",\n  \"has_drivers_license\": true\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Lexington that have craft beer.\n2. After seeing the results, narrow them down to places that offer a budget of up to $50 per person, using the results from the previous search.\n3. Choose the bar with the alphabetically lowest name from the results and book a reservation for 6 guests under the name William Jackson for 2026-06-15 19:30.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"Lexington\",\"has_craft_beer\":true}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"budget\":50}},{\"name\":\"book_bar_reservation\",\"parameters\":{\"venue_id\":\"BAR1662\",\"primary_guest_name\":\"William Jackson\",\"number_guests\":6,\"credit_card_last_four\":\"7912\",\"has_drivers_license\":true,\"user_id\":\"USR-77DB14E4\",\"event_datetime\":\"2026-06-15 19:30\"}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-10", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-2DAD1395\",\n  \"first_name\": \"Richard\",\n  \"last_name\": \"Martin\",\n  \"email\": \"richard.martin9077@gmail.com\",\n  \"city\": \"Santa Rosa\",\n  \"state\": \"CA\",\n  \"neighborhood\": \"Cherry Street District\",\n  \"has_drivers_license\": true,\n  \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"Visa\\\",\\\"credit_card_last_four\\\": \\\"1520\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Yuma.\n2. After seeing the results, narrow them down to places that offer signature mixology, using the results from the previous search.\n3. Choose the bar with the alphabetically lowest name from the results and book a reservation for 8 guests under the name Richard Martin for 2026-08-08 20:00.\n4. Once the booking is confirmed, ask to change the time to 2026-07-11 19:00.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"Yuma\"}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"has_signature_mixology\":true}},{\"name\":\"book_bar_reservation\",\"parameters\":{\"venue_id\":\"BAR9218\",\"primary_guest_name\":\"Richard Martin\",\"number_guests\":8,\"event_datetime\":\"2026-08-08 20:00\",\"credit_card_last_four\":\"1520\",\"has_drivers_license\":true,\"user_id\":\"USR-2DAD1395\"}},{\"name\":\"modify_bar_reservation\",\"parameters\":{\"reservation_id\":\"RES-60A5C998\",\"new_event_datetime\":\"2026-07-11 19:00\",\"user_id\":\"USR-2DAD1395\"}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-11", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-A56E2675\",\n  \"first_name\": \"Daniel\",\n  \"last_name\": \"Moore\",\n  \"email\": \"daniel.moore5404@gmail.com\",\n  \"city\": \"Fort Wayne\",\n  \"state\": \"IN\",\n  \"neighborhood\": \"Southwest Fort Wayne\",\n  \"has_drivers_license\": true,\n  \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"Visa\\\",\\\"credit_card_last_four\\\": \\\"1488\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Cary that have live music.\n2. After seeing the results, narrow them down to places that offer a budget of up to $80 per person, using the results from the previous search.\n3. Choose the bar with the alphabetically lowest name from the results and book a reservation for 8 guests under the name Daniel Moore for 2026-07-11 22:00.\n4. Once the booking is confirmed, ask to change the time to 2026-08-01 22:00.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"Cary\",\"has_live_music\":true}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"budget\":80}},{\"name\":\"book_bar_reservation\",\"parameters\":{\"venue_id\":\"BAR4070\",\"primary_guest_name\":\"Daniel Moore\",\"number_guests\":8,\"credit_card_last_four\":\"1488\",\"has_drivers_license\":true,\"user_id\":\"USR-A56E2675\",\"event_datetime\":\"2026-07-11 22:00\"}},{\"name\":\"modify_bar_reservation\",\"parameters\":{\"reservation_id\":\"RES-E98AA98A\",\"new_event_datetime\":\"2026-08-01 22:00\",\"user_id\":\"USR-A56E2675\"}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-12", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-752486EC\",\n  \"first_name\": \"Thomas\",\n  \"last_name\": \"Lee\",\n  \"email\": \"thomas.lee1924@gmail.com\",\n  \"city\": \"Akron\",\n  \"state\": \"OH\",\n  \"neighborhood\": \"West Hill\",\n  \"birthdate\": \"1978-08-08\",\n  \"payment_wallet\": \"{\\\"debit_cards\\\": [\\\"Interac\\\",\\\"Maestro\\\",\\\"Visa Debit\\\"],\\\"credit_cards\\\": [{\\\"name\\\": \\\"Visa\\\",\\\"credit_card_last_four\\\": \\\"2535\\\"}]}\",\n  \"has_drivers_license\": true\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Pasadena that have dj.\n2. After seeing the results, narrow them down to places that offer a budget of up to $40 per person, using the results from the previous search.\n3. Choose the bar with the alphabetically lowest name from the results and book a reservation for 4 guests under the name Thomas Lee for 2026-07-25 21:00.\n4. Once the booking is confirmed, ask to change the time to 2026-07-11 20:00.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"Pasadena\",\"has_dj\":true}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"budget\":40}},{\"name\":\"book_bar_reservation\",\"parameters\":{\"venue_id\":\"BAR5085\",\"event_datetime\":\"2026-07-25 21:00\",\"number_guests\":4,\"primary_guest_name\":\"Thomas Lee\",\"credit_card_last_four\":\"2535\",\"has_drivers_license\":true,\"user_id\":\"USR-752486EC\"}},{\"name\":\"modify_bar_reservation\",\"parameters\":{\"reservation_id\":\"RES-43949934\",\"new_event_datetime\":\"2026-07-11 20:00\",\"user_id\":\"USR-752486EC\"}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-13", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-1878B581\",\n  \"first_name\": \"Robert\",\n  \"last_name\": \"Jackson\",\n  \"email\": \"robert.jackson2002@gmail.com\",\n  \"city\": \"Yonkers\",\n  \"state\": \"NY\",\n  \"neighborhood\": \"Ludlow Park\",\n  \"has_drivers_license\": true,\n  \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"Mastercard\\\",\\\"credit_card_last_four\\\": \\\"4582\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Amarillo within a budget of $30 per person.\n2. After seeing the results, narrow them down to places that offer trivia, using the results from the previous search.\n3. Choose the bar with the alphabetically lowest name from the results and book a reservation for 4 guests under the name Robert Jackson for 2026-07-25 21:00.\n4. Once the booking is confirmed, ask to change the time to 2026-07-04 20:00.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"Amarillo\",\"budget\":30}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"has_trivia\":true}},{\"name\":\"book_bar_reservation\",\"parameters\":{\"venue_id\":\"BAR3375\",\"primary_guest_name\":\"Robert Jackson\",\"number_guests\":4,\"credit_card_last_four\":\"4582\",\"has_drivers_license\":true,\"user_id\":\"USR-1878B581\",\"event_datetime\":\"2026-07-25 21:00\"}},{\"name\":\"modify_bar_reservation\",\"parameters\":{\"reservation_id\":\"RES-0DB4269D\",\"new_event_datetime\":\"2026-07-04 20:00\",\"user_id\":\"USR-1878B581\"}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-14", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-5286BC86\",\n  \"first_name\": \"Anthony\",\n  \"last_name\": \"Perez\",\n  \"email\": \"anthony.perez850@yahoo.com\",\n  \"city\": \"Clarksville\",\n  \"state\": \"TN\",\n  \"neighborhood\": \"North Clarksville\",\n  \"has_drivers_license\": true,\n  \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"Mastercard\\\",\\\"credit_card_last_four\\\": \\\"4811\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Lancaster within a budget of $50 per person.\n2. After seeing the results, narrow them down to places that offer dance floor, using the results from the previous search.\n3. Choose the bar with the alphabetically lowest name from the results and book a reservation for 2 guests under the name Anthony Perez for 2026-07-25 21:00.\n4. Once the booking is confirmed, ask to change the time to 2026-07-25 22:00.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"Lancaster\",\"budget\":50}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"has_dance_floor\":true}},{\"name\":\"book_bar_reservation\",\"parameters\":{\"venue_id\":\"BAR4389\",\"primary_guest_name\":\"Anthony Perez\",\"number_guests\":2,\"event_datetime\":\"2026-07-25 21:00\",\"credit_card_last_four\":\"4811\",\"has_drivers_license\":true,\"user_id\":\"USR-5286BC86\"}},{\"name\":\"modify_bar_reservation\",\"parameters\":{\"reservation_id\":\"RES-7B06B6A9\",\"new_event_datetime\":\"2026-07-25 22:00\",\"user_id\":\"USR-5286BC86\"}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-15", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-F4162A95\",\n  \"first_name\": \"Joseph\",\n  \"last_name\": \"Taylor\",\n  \"email\": \"joseph.taylor1746@icloud.com\",\n  \"city\": \"Gilbert\",\n  \"state\": \"AZ\",\n  \"neighborhood\": \"Downtown Gilbert\",\n  \"has_drivers_license\": true,\n  \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"JCB\\\",\\\"credit_card_last_four\\\": \\\"9279\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Concord within a budget of $30 per person that have dance floor.\n2. After seeing the results, narrow them down to places that offer the Downtown Concord neighborhood, using the results from the previous search.\n3. Choose the bar with the alphabetically lowest name from the results and book a reservation for 3 guests under the name Joseph Taylor for 2026-05-20 19:30.\n4. Once the booking is confirmed, ask to update the guest count to 7.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"Concord\",\"budget\":30,\"has_dance_floor\":true}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"neighborhood\":[\"Downtown Concord\"]}},{\"name\":\"book_bar_reservation\",\"parameters\":{\"venue_id\":\"BAR6490\",\"primary_guest_name\":\"Joseph Taylor\",\"number_guests\":3,\"credit_card_last_four\":\"9279\",\"has_drivers_license\":true,\"user_id\":\"USR-F4162A95\",\"event_datetime\":\"2026-05-20 19:30\"}},{\"name\":\"modify_bar_reservation\",\"parameters\":{\"reservation_id\":\"RES-EDD08DA1\",\"new_number_guests\":7,\"user_id\":\"USR-F4162A95\"}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-16", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-C8594786\",\n  \"first_name\": \"Joseph\",\n  \"last_name\": \"Martinez\",\n  \"email\": \"joseph.martinez5503@icloud.com\",\n  \"city\": \"Clearwater\",\n  \"state\": \"FL\",\n  \"neighborhood\": \"Island Estates\",\n  \"has_drivers_license\": true,\n  \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"JCB\\\",\\\"credit_card_last_four\\\": \\\"1434\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in South Fulton within a budget of $40 per person that have mocktails.\n2. After seeing the results, narrow them down to places that offer live music, using the results from the previous search.\n3. Choose the bar with the alphabetically lowest name from the results and book a reservation for 3 guests under the name Joseph Martinez for 2026-07-01 20:00.\n4. Once the booking is confirmed, ask to update the guest count to 7.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"South Fulton\",\"budget\":40,\"has_mocktails\":true}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"has_live_music\":true}},{\"name\":\"book_bar_reservation\",\"parameters\":{\"venue_id\":\"BAR7715\",\"primary_guest_name\":\"Joseph Martinez\",\"number_guests\":3,\"credit_card_last_four\":\"1434\",\"has_drivers_license\":true,\"user_id\":\"USR-C8594786\",\"event_datetime\":\"2026-07-01 20:00\"}},{\"name\":\"modify_bar_reservation\",\"parameters\":{\"reservation_id\":\"RES-6BF9E7A0\",\"new_number_guests\":7,\"user_id\":\"USR-C8594786\"}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-17", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-D9993005\",\n  \"first_name\": \"Jessica\",\n  \"last_name\": \"Davis\",\n  \"email\": \"jessica.davis1612@icloud.com\",\n  \"city\": \"Glendale\",\n  \"state\": \"CA\",\n  \"neighborhood\": \"Glendale Galleria\",\n  \"has_drivers_license\": true,\n  \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"Visa\\\",\\\"credit_card_last_four\\\": \\\"4257\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Santa Ana that have happy hour.\n2. After seeing the results, narrow them down to places that offer a rating of at least [4.0, 5.0], using the results from the previous search.\n3. Choose the bar with the alphabetically lowest name from the results and book a reservation for 2 guests under the name Jessica Davis for 2026-07-04 19:00.\n4. Once the booking is confirmed, ask to update the guest count to 4.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"Santa Ana\",\"has_happy_hour\":true}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"rating\":[4.0,5.0]}},{\"name\":\"book_bar_reservation\",\"parameters\":{\"venue_id\":\"BAR1831\",\"primary_guest_name\":\"Jessica Davis\",\"number_guests\":2,\"credit_card_last_four\":\"4257\",\"has_drivers_license\":true,\"user_id\":\"USR-D9993005\",\"event_datetime\":\"2026-07-04 19:00\"}},{\"name\":\"modify_bar_reservation\",\"parameters\":{\"reservation_id\":\"RES-BFB5F223\",\"new_number_guests\":4,\"user_id\":\"USR-D9993005\"}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-18", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-BDEA6550\",\n  \"first_name\": \"Betty\",\n  \"last_name\": \"Davis\",\n  \"email\": \"betty.davis232@gmail.com\",\n  \"city\": \"El Monte\",\n  \"state\": \"CA\",\n  \"neighborhood\": \"South El Monte\",\n  \"has_drivers_license\": true,\n  \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"JCB\\\",\\\"credit_card_last_four\\\": \\\"9928\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Sterling Heights within a budget of $20 per person that have signature mixology.\n2. After seeing the results, narrow them down to places that offer sports games, using the results from the previous search.\n3. Choose the bar with the alphabetically lowest name from the results and book a reservation for 5 guests under the name Betty Davis for 2026-07-01 20:00.\n4. Once the booking is confirmed, ask to update the guest count to 6.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"Sterling Heights\",\"budget\":20,\"has_signature_mixology\":true}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"has_sports_games\":true}},{\"name\":\"book_bar_reservation\",\"parameters\":{\"venue_id\":\"BAR5911\",\"primary_guest_name\":\"Betty Davis\",\"number_guests\":5,\"credit_card_last_four\":\"9928\",\"has_drivers_license\":true,\"user_id\":\"USR-BDEA6550\",\"event_datetime\":\"2026-07-01 20:00\"}},{\"name\":\"modify_bar_reservation\",\"parameters\":{\"reservation_id\":\"RES-99750769\",\"new_number_guests\":6,\"user_id\":\"USR-BDEA6550\"}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-19", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-752486EC\",\n  \"first_name\": \"Thomas\",\n  \"last_name\": \"Lee\",\n  \"email\": \"thomas.lee1924@gmail.com\",\n  \"city\": \"Akron\",\n  \"state\": \"OH\",\n  \"neighborhood\": \"West Hill\",\n  \"birthdate\": \"1978-08-08\",\n  \"payment_wallet\": \"{\\\"debit_cards\\\": [\\\"Interac\\\",\\\"Maestro\\\",\\\"Visa Debit\\\"],\\\"credit_cards\\\": [{\\\"name\\\": \\\"Mastercard\\\",\\\"credit_card_last_four\\\": \\\"7873\\\"}]}\",\n  \"has_drivers_license\": true\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Augusta within a budget of $60 per person.\n2. After seeing the results, narrow them down to places that offer live music, using the results from the previous search.\n3. Choose the bar with the alphabetically lowest name from the results and book a reservation for 7 guests under the name Thomas Lee for 2026-07-04 19:00.\n4. Once the booking is confirmed, ask to update the guest count to 6.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"Augusta\",\"budget\":60}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"has_live_music\":true}},{\"name\":\"book_bar_reservation\",\"parameters\":{\"venue_id\":\"BAR3488\",\"primary_guest_name\":\"Thomas Lee\",\"number_guests\":7,\"event_datetime\":\"2026-07-04 19:00\",\"credit_card_last_four\":\"7873\",\"has_drivers_license\":true,\"user_id\":\"USR-752486EC\"}},{\"name\":\"modify_bar_reservation\",\"parameters\":{\"reservation_id\":\"RES-A923221C\",\"new_number_guests\":6,\"user_id\":\"USR-752486EC\"}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-20", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-5D7D6AEF\",\n  \"first_name\": \"Nancy\",\n  \"last_name\": \"Lewis\",\n  \"email\": \"nancy.lewis522@yahoo.com\",\n  \"city\": \"San Antonio\",\n  \"state\": \"TX\",\n  \"neighborhood\": \"Alamo Heights\",\n  \"has_drivers_license\": true,\n  \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"Diners Club\\\",\\\"credit_card_last_four\\\": \\\"4611\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Alexandria within a budget of $20 per person.\n2. After seeing the results, narrow them down to places that offer dance floor, using the results from the previous search.\n3. Choose the bar with the alphabetically lowest name from the results and book a reservation for 3 guests under the name Nancy Lewis for 2026-08-22 19:00.\n4. Once confirmed, cancel the reservation, giving the reason: Plans changed.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"Alexandria\",\"budget\":20}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"has_dance_floor\":true}},{\"name\":\"book_bar_reservation\",\"parameters\":{\"venue_id\":\"BAR4743\",\"primary_guest_name\":\"Nancy Lewis\",\"number_guests\":3,\"credit_card_last_four\":\"4611\",\"has_drivers_license\":true,\"user_id\":\"USR-5D7D6AEF\",\"event_datetime\":\"2026-08-22 19:00\"}},{\"name\":\"cancel_bar_reservation\",\"parameters\":{\"reservation_id\":\"RES-9CE11760\",\"reason\":\"Plans changed\",\"user_id\":\"USR-5D7D6AEF\"}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-21", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-752486EC\",\n  \"first_name\": \"Thomas\",\n  \"last_name\": \"Lee\",\n  \"email\": \"thomas.lee1924@gmail.com\",\n  \"city\": \"Akron\",\n  \"state\": \"OH\",\n  \"neighborhood\": \"West Hill\",\n  \"birthdate\": \"1978-08-08\",\n  \"payment_wallet\": \"{\\\"debit_cards\\\": [\\\"Interac\\\",\\\"Maestro\\\",\\\"Visa Debit\\\"],\\\"credit_cards\\\": [{\\\"name\\\": \\\"Diners Club\\\",\\\"credit_card_last_four\\\": \\\"8359\\\"}]}\",\n  \"has_drivers_license\": true\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Vancouver within a budget of $60 per person that have waterfront view.\n2. After seeing the results, narrow them down to places that offer live music, using the results from the previous search.\n3. Choose the bar with the alphabetically lowest name from the results and book a reservation for 6 guests under the name Thomas Lee for 2026-07-11 21:00.\n4. Once confirmed, cancel the reservation, giving the reason: Plans changed.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"Vancouver\",\"budget\":60,\"has_waterfront_view\":true}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"has_live_music\":true}},{\"name\":\"book_bar_reservation\",\"parameters\":{\"venue_id\":\"BAR3669\",\"primary_guest_name\":\"Thomas Lee\",\"number_guests\":6,\"event_datetime\":\"2026-07-11 21:00\",\"credit_card_last_four\":\"8359\",\"has_drivers_license\":true,\"user_id\":\"USR-752486EC\"}},{\"name\":\"cancel_bar_reservation\",\"parameters\":{\"reservation_id\":\"RES-CA629B5A\",\"reason\":\"Plans changed\",\"user_id\":\"USR-752486EC\"}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-22", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-1A3D0B15\",\n  \"first_name\": \"Mary\",\n  \"last_name\": \"Robinson\",\n  \"email\": \"mary.robinson9416@gmail.com\",\n  \"city\": \"Woodbridge\",\n  \"state\": \"NJ\",\n  \"neighborhood\": \"Woodbridge Township\",\n  \"has_drivers_license\": true,\n  \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"Diners Club\\\",\\\"credit_card_last_four\\\": \\\"5557\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Burbank that have pool tables.\n2. After seeing the results, narrow them down to places that offer dj, using the results from the previous search.\n3. Choose the bar with the alphabetically lowest name from the results and book a reservation for 4 guests under the name Mary Robinson for 2026-07-18 19:00.\n4. Once confirmed, cancel the reservation, giving the reason: Found a better option.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"Burbank\",\"has_pool_tables\":true}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"has_dj\":true}},{\"name\":\"book_bar_reservation\",\"parameters\":{\"venue_id\":\"BAR8884\",\"primary_guest_name\":\"Mary Robinson\",\"number_guests\":4,\"credit_card_last_four\":\"5557\",\"has_drivers_license\":true,\"user_id\":\"USR-1A3D0B15\",\"event_datetime\":\"2026-07-18 19:00\"}},{\"name\":\"cancel_bar_reservation\",\"parameters\":{\"reservation_id\":\"RES-F9E20089\",\"reason\":\"Found a better option\",\"user_id\":\"USR-1A3D0B15\"}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-23", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-ECD3CE4A\",\n  \"first_name\": \"Sarah\",\n  \"last_name\": \"Martin\",\n  \"email\": \"sarah.martin4652@yahoo.com\",\n  \"city\": \"Tacoma\",\n  \"state\": \"WA\",\n  \"neighborhood\": \"Stadium District\",\n  \"has_drivers_license\": true,\n  \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"JCB\\\",\\\"credit_card_last_four\\\": \\\"1106\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in New Orleans within a budget of $100 per person that have karaoke.\n2. After seeing the results, narrow them down to places that offer a rating of at least [4.6, 5.0], using the results from the previous search.\n3. Choose the bar with the alphabetically lowest name from the results and book a reservation for 3 guests under the name Sarah Martin for 2026-07-04 20:00.\n4. Once confirmed, cancel the reservation, giving the reason: Change of plans.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"New Orleans\",\"has_karaoke\":true,\"budget\":100}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"rating\":[4.6,5.0]}},{\"name\":\"book_bar_reservation\",\"parameters\":{\"venue_id\":\"BAR1494\",\"primary_guest_name\":\"Sarah Martin\",\"number_guests\":3,\"event_datetime\":\"2026-07-04 20:00\",\"credit_card_last_four\":\"1106\",\"has_drivers_license\":true,\"user_id\":\"USR-ECD3CE4A\"}},{\"name\":\"cancel_bar_reservation\",\"parameters\":{\"reservation_id\":\"RES-3C5D331C\",\"reason\":\"Change of plans\",\"user_id\":\"USR-ECD3CE4A\"}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}
{"domain_id": "bar-24", "domain": "bar", "user_template": "## PERSONA\nYou are a customer looking for a convenient and reliable bar reservation service.\n\n## USER\n{\n  \"user_id\": \"USR-99A0E8E5\",\n  \"first_name\": \"Betty\",\n  \"last_name\": \"Miller\",\n  \"email\": \"betty.miller4112@yahoo.com\",\n  \"city\": \"Newark\",\n  \"state\": \"NJ\",\n  \"neighborhood\": \"Downtown Newark\",\n  \"birthdate\": \"1986-04-04\",\n  \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"Discover\\\",\\\"credit_card_last_four\\\": \\\"3615\\\"},{\\\"name\\\": \\\"Discover\\\",\\\"credit_card_last_four\\\": \\\"4611\\\"}],\\\"cryptocurrencies\\\": [\\\"Ethereum\\\",\\\"Litecoin\\\",\\\"Solana\\\"]}\",\n  \"has_drivers_license\": true\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Antioch within a budget of $100 per person.\n2. After seeing the results, narrow them down to places that offer live music, using the results from the previous search.\n3. Choose the bar with the alphabetically lowest name from the results and book a reservation for 8 guests under the name Betty Miller for 2026-07-18 20:00.\n4. Once confirmed, cancel the reservation, giving the reason: Plans changed.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_bars\",\"parameters\":{\"city\":\"Antioch\",\"budget\":100}},{\"name\":\"filter_bars\",\"parameters\":{\"cache_key\":\"search_bars_results_0\",\"has_live_music\":true}},{\"name\":\"book_bar_reservation\",\"parameters\":{\"venue_id\":\"BAR6908\",\"primary_guest_name\":\"Betty Miller\",\"number_guests\":8,\"credit_card_last_four\":\"3615\",\"has_drivers_license\":true,\"user_id\":\"USR-99A0E8E5\",\"event_datetime\":\"2026-07-18 20:00\"}},{\"name\":\"cancel_bar_reservation\",\"parameters\":{\"reservation_id\":\"RES-498883F3\",\"reason\":\"Plans changed\",\"user_id\":\"USR-99A0E8E5\"}}]},\"llm_as_judge\":{\"metric\":{\"helpfulness\":{\"description\":\"The assistant provides relevant, accurate, and actionable responses that address the user's needs.\",\"scale\":{\"1\":\"Unhelpful responses are irrelevant, inaccurate, or fail to address the user's needs.\",\"2\":\"Slightly helpful partially addresses the user's needs but misses key points or contains inaccuracies.\",\"3\":\"Moderately helpful addresses the user's needs adequately but lacks depth or misses some details.\",\"4\":\"Very helpful responses are relevant, accurate, and actionable with minor gaps.\",\"5\":\"Fully helpful responses are highly relevant, accurate, and directly actionable; fully satisfies the user's needs.\"}},\"coherence\":{\"description\":\"The conversation flows logically with consistent context maintained throughout the interaction.\",\"scale\":{\"1\":\"Incoherent the conversation is disjointed, contradicts itself, or loses context repeatedly.\",\"2\":\"Slightly coherent some logical flow but notable gaps, contradictions, or context loss.\",\"3\":\"Moderately coherent generally logical flow with occasional inconsistencies or minor context loss.\",\"4\":\"Very coherent the conversation flows well with consistent context and only trivial inconsistencies.\",\"5\":\"Fully coherent the conversation is seamlessly logical, maintains full context throughout, and has no contradictions.\"}},\"correctness\":{\"description\":\"The assistant's responses and tool usage are factually correct and grounded solely in tool-returned data, with no hallucinated names, IDs, or details.\",\"scale\":{\"1\":\"Incorrect the assistant fabricates information, hallucinates names or IDs, or presents tool results inaccurately.\",\"2\":\"Mostly incorrect several factual errors or hallucinations present; tool outputs are misrepresented.\",\"3\":\"Partially correct some accurate information but notable factual errors or unsupported claims.\",\"4\":\"Mostly correct responses are grounded in tool data with only minor inaccuracies or omissions.\",\"5\":\"Fully correct all stated facts match tool-returned data exactly; no hallucinations or unsupported claims.\"}}}}}"}