| {"domain_id": "cafe-0", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\n\n## USER\n{\n \"user_id\": \"USR-F2E01098\",\n \"first_name\": \"Anthony\",\n \"last_name\": \"Brown\",\n \"email\": \"anthony.brown6170@yahoo.com\",\n \"city\": \"Pearland\",\n \"state\": \"TX\",\n \"neighborhood\": \"Pearland Town Center\",\n \"coffee_shop_payment_methods\": NaN,\n \"coffee_shop_loyalty_membership\": NaN,\n \"coffee_shop_signup_date\": NaN,\n \"bubble_tea_payment_methods\": NaN,\n \"bubble_tea_loyalty_membership\": NaN,\n \"bubble_tea_signup_date\": NaN\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for coffee shops in Cleveland that have oat milk.\n2. After seeing the results, ask a follow-up question about one of the coffee shops (e.g., what roasts they offer or if they have specific milk options).\n3. After the assistant answers, say you need to 'think about it' and end the conversation without ordering.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Cleveland\",\"cafe_type\":\"Coffee Shop\",\"has_oat\":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": "cafe-1", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\n\n## USER\n{\n \"user_id\": \"USR-AD927DE1\",\n \"first_name\": \"Richard\",\n \"last_name\": \"Garcia\",\n \"email\": \"richard.garcia2243@outlook.com\",\n \"city\": \"St. Louis\",\n \"state\": \"MO\",\n \"neighborhood\": \"The Hill\",\n \"coffee_shop_payment_methods\": \"credit_cards;cryptocurrencies\",\n \"coffee_shop_loyalty_membership\": \"The Coffee House:Gold\",\n \"coffee_shop_signup_date\": \"2024-02-04\",\n \"bubble_tea_payment_methods\": \"credit_cards;cryptocurrencies;gift_cards\",\n \"bubble_tea_loyalty_membership\": \"The Popping Pip:Basic\",\n \"bubble_tea_signup_date\": \"2025-09-09\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for coffee shops in Kent that have dark roast.\n2. After seeing the results, ask a follow-up question about one of the coffee shops (e.g., what roasts they offer or if they have specific milk options).\n3. After the assistant answers, say you need to 'think about it' and end the conversation without ordering.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Kent\",\"cafe_type\":\"Coffee Shop\",\"has_dark_roast\":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": "cafe-2", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\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 \"coffee_shop_payment_methods\": NaN,\n \"coffee_shop_loyalty_membership\": NaN,\n \"coffee_shop_signup_date\": NaN,\n \"bubble_tea_payment_methods\": NaN,\n \"bubble_tea_loyalty_membership\": NaN,\n \"bubble_tea_signup_date\": NaN\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for coffee shops in Dayton that have no-sugar option.\n2. After seeing the results, ask a follow-up question about one of the coffee shops (e.g., what roasts they offer or if they have specific milk options).\n3. After the assistant answers, say you need to 'think about it' and end the conversation without ordering.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Dayton\",\"cafe_type\":\"Coffee Shop\",\"has_no_sugar\":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": "cafe-3", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\n\n## USER\n{\n \"user_id\": \"USR-5EED2793\",\n \"first_name\": \"Joseph\",\n \"last_name\": \"Jackson\",\n \"email\": \"joseph.jackson2622@icloud.com\",\n \"city\": \"Elk Grove\",\n \"state\": \"CA\",\n \"neighborhood\": \"Laguna\",\n \"coffee_shop_payment_methods\": NaN,\n \"coffee_shop_loyalty_membership\": NaN,\n \"coffee_shop_signup_date\": NaN,\n \"bubble_tea_payment_methods\": \"credit_cards;debit_cards;gift_cards\",\n \"bubble_tea_loyalty_membership\": \"The Taro Trip:Silver\",\n \"bubble_tea_signup_date\": \"2025-01-23\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for coffee shops in Sugar Land that have almond milk.\n2. After seeing the results, ask a follow-up question about one of the coffee shops (e.g., what roasts they offer or if they have specific milk options).\n3. After the assistant answers, say you need to 'think about it' and end the conversation without ordering.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Sugar Land\",\"cafe_type\":\"Coffee Shop\",\"has_almond\":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": "cafe-4", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\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 \"coffee_shop_payment_methods\": NaN,\n \"coffee_shop_loyalty_membership\": NaN,\n \"coffee_shop_signup_date\": NaN,\n \"bubble_tea_payment_methods\": NaN,\n \"bubble_tea_loyalty_membership\": NaN,\n \"bubble_tea_signup_date\": NaN\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for coffee shops in Pembroke Pines that have oat milk.\n2. After seeing the results, ask a follow-up question about one of the coffee shops (e.g., what roasts they offer or if they have specific milk options).\n3. After the assistant answers, say you need to 'think about it' and end the conversation without ordering.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Pembroke Pines\",\"cafe_type\":\"Coffee Shop\",\"has_oat\":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": "cafe-5", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\n\n## USER\n{\n \"user_id\": \"USR-B1F401B5\",\n \"first_name\": \"Thomas\",\n \"last_name\": \"Jackson\",\n \"email\": \"thomas.jackson2188@gmail.com\",\n \"city\": \"Fort Collins\",\n \"state\": \"CO\",\n \"neighborhood\": \"Downtown Fort Collins\",\n \"coffee_shop_payment_methods\": \"cryptocurrencies\",\n \"coffee_shop_loyalty_membership\": \"Aroma Avenue:Gold\",\n \"coffee_shop_signup_date\": \"2026-01-05\",\n \"bubble_tea_payment_methods\": NaN,\n \"bubble_tea_loyalty_membership\": NaN,\n \"bubble_tea_signup_date\": NaN\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bubble tea shops in Charleston that have cheese foam.\n2. After seeing the results, ask a follow-up question about one of the shops (e.g., what toppings they offer or what tea bases are available).\n3. After the assistant answers, say you need to 'think about it' and end the conversation without ordering.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Charleston\",\"cafe_type\":\"Bubble Tea\",\"has_cheese_foam\":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": "cafe-6", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\n\n## USER\n{\n \"user_id\": \"USR-2D9F8C36\",\n \"first_name\": \"James\",\n \"last_name\": \"Clark\",\n \"email\": \"james.clark7627@gmail.com\",\n \"city\": \"Visalia\",\n \"state\": \"CA\",\n \"neighborhood\": \"Downtown Visalia\",\n \"coffee_shop_payment_methods\": NaN,\n \"coffee_shop_loyalty_membership\": NaN,\n \"coffee_shop_signup_date\": NaN,\n \"bubble_tea_payment_methods\": NaN,\n \"bubble_tea_loyalty_membership\": NaN,\n \"bubble_tea_signup_date\": NaN\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bubble tea shops in Santa Maria that have coconut milk.\n2. After seeing the results, ask a follow-up question about one of the shops (e.g., what toppings they offer or what tea bases are available).\n3. After the assistant answers, say you need to 'think about it' and end the conversation without ordering.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Santa Maria\",\"cafe_type\":\"Bubble Tea\",\"has_coconut\":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": "cafe-7", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\n\n## USER\n{\n \"user_id\": \"USR-9DA078FE\",\n \"first_name\": \"Barbara\",\n \"last_name\": \"Lopez\",\n \"email\": \"barbara.lopez6342@outlook.com\",\n \"city\": \"Wichita\",\n \"state\": \"KS\",\n \"neighborhood\": \"Downtown Wichita\",\n \"coffee_shop_payment_methods\": \"credit_cards;cryptocurrencies\",\n \"coffee_shop_loyalty_membership\": \"The Espresso Edge:Silver\",\n \"coffee_shop_signup_date\": \"2023-10-19\",\n \"bubble_tea_payment_methods\": NaN,\n \"bubble_tea_loyalty_membership\": NaN,\n \"bubble_tea_signup_date\": NaN\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bubble tea shops in Tempe that have cheese foam.\n2. After seeing the results, ask a follow-up question about one of the shops (e.g., what toppings they offer or what tea bases are available).\n3. After the assistant answers, say you need to 'think about it' and end the conversation without ordering.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Tempe\",\"cafe_type\":\"Bubble Tea\",\"has_cheese_foam\":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": "cafe-8", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\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 \"coffee_shop_payment_methods\": NaN,\n \"coffee_shop_loyalty_membership\": NaN,\n \"coffee_shop_signup_date\": NaN,\n \"bubble_tea_payment_methods\": NaN,\n \"bubble_tea_loyalty_membership\": NaN,\n \"bubble_tea_signup_date\": NaN\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bubble tea shops in Sugar Land that have jasmine green tea.\n2. After seeing the results, ask a follow-up question about one of the shops (e.g., what toppings they offer or what tea bases are available).\n3. After the assistant answers, say you need to 'think about it' and end the conversation without ordering.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Sugar Land\",\"cafe_type\":\"Bubble Tea\",\"has_jasmine_green\":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": "cafe-9", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\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 \"coffee_shop_payment_methods\": NaN,\n \"coffee_shop_loyalty_membership\": NaN,\n \"coffee_shop_signup_date\": NaN,\n \"bubble_tea_payment_methods\": NaN,\n \"bubble_tea_loyalty_membership\": NaN,\n \"bubble_tea_signup_date\": NaN\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bubble tea shops in Quincy that have coconut milk.\n2. After seeing the results, ask a follow-up question about one of the shops (e.g., what toppings they offer or what tea bases are available).\n3. After the assistant answers, say you need to 'think about it' and end the conversation without ordering.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Quincy\",\"cafe_type\":\"Bubble Tea\",\"has_coconut\":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": "cafe-10", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\n\n## USER\n{\n \"user_id\": \"USR-041A898E\",\n \"first_name\": \"Anthony\",\n \"last_name\": \"Williams\",\n \"email\": \"anthony.williams8937@outlook.com\",\n \"city\": \"Lansing\",\n \"state\": \"MI\",\n \"neighborhood\": \"Genesee\",\n \"coffee_shop_payment_methods\": NaN,\n \"coffee_shop_loyalty_membership\": NaN,\n \"coffee_shop_signup_date\": NaN,\n \"bubble_tea_payment_methods\": NaN,\n \"bubble_tea_loyalty_membership\": NaN,\n \"bubble_tea_signup_date\": NaN\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for coffee shops in Albuquerque that have soy milk.\n2. After seeing the results, choose the cafe with the alphabetically lowest name and place an order for 2x Iced Coffee using credit_card.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Albuquerque\",\"cafe_type\":\"Coffee Shop\",\"has_soy\":true}},{\"name\":\"place_cafe_order\",\"parameters\":{\"user_id\":\"USR-041A898E\",\"cafe_id\":\"CFE-EA8A95\",\"items\":[{\"item_id\":\"CMI-B5F50F\",\"quantity\":2}],\"payment_method\":\"credit_card\"}}]},\"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": "cafe-11", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\n\n## USER\n{\n \"user_id\": \"USR-3656D238\",\n \"first_name\": \"Thomas\",\n \"last_name\": \"Gonzalez\",\n \"email\": \"thomas.gonzalez3972@yahoo.com\",\n \"city\": \"Cedar Rapids\",\n \"state\": \"IA\",\n \"neighborhood\": \"Czech Village\",\n \"coffee_shop_payment_methods\": NaN,\n \"coffee_shop_loyalty_membership\": NaN,\n \"coffee_shop_signup_date\": NaN,\n \"bubble_tea_payment_methods\": \"debit_cards;credit_cards;gift_cards\",\n \"bubble_tea_loyalty_membership\": \"Sip Station:Silver\",\n \"bubble_tea_signup_date\": \"2025-03-03\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for coffee shops in Miami Gardens that have medium roast.\n2. After seeing the results, choose the cafe with the alphabetically lowest name and place an order for 1x Banana Bread using credit_card.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Miami Gardens\",\"cafe_type\":\"Coffee Shop\",\"has_medium_roast\":true}},{\"name\":\"place_cafe_order\",\"parameters\":{\"user_id\":\"USR-3656D238\",\"cafe_id\":\"CFE-CAF036\",\"items\":[{\"item_id\":\"CMI-FC58CB\",\"quantity\":1}],\"payment_method\":\"credit_card\"}}]},\"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": "cafe-12", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\n\n## USER\n{\n \"user_id\": \"USR-71064A1E\",\n \"first_name\": \"Jessica\",\n \"last_name\": \"Garcia\",\n \"email\": \"jessica.garcia8789@gmail.com\",\n \"city\": \"St. George\",\n \"state\": \"UT\",\n \"neighborhood\": \"Sunbrook\",\n \"coffee_shop_payment_methods\": NaN,\n \"coffee_shop_loyalty_membership\": NaN,\n \"coffee_shop_signup_date\": NaN,\n \"bubble_tea_payment_methods\": NaN,\n \"bubble_tea_loyalty_membership\": NaN,\n \"bubble_tea_signup_date\": NaN\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for coffee shops in Mesquite that have almond milk.\n2. After seeing the results, choose the cafe with the alphabetically lowest name and place an order for 2x Latte using credit_card.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Mesquite\",\"cafe_type\":\"Coffee Shop\",\"has_almond\":true}},{\"name\":\"place_cafe_order\",\"parameters\":{\"user_id\":\"USR-71064A1E\",\"cafe_id\":\"CFE-80127C\",\"items\":[{\"item_id\":\"CMI-64599F\",\"quantity\":2}],\"payment_method\":\"credit_card\"}}]},\"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": "cafe-13", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\n\n## USER\n{\n \"user_id\": \"USR-FF766E5C\",\n \"first_name\": \"Robert\",\n \"last_name\": \"Sanchez\",\n \"email\": \"robert.sanchez8949@gmail.com\",\n \"city\": \"Santa Ana\",\n \"state\": \"CA\",\n \"neighborhood\": \"French Park\",\n \"coffee_shop_payment_methods\": \"debit_cards;cryptocurrencies;credit_cards\",\n \"coffee_shop_loyalty_membership\": \"Bean There:Basic\",\n \"coffee_shop_signup_date\": \"2024-08-13\",\n \"bubble_tea_payment_methods\": NaN,\n \"bubble_tea_loyalty_membership\": NaN,\n \"bubble_tea_signup_date\": NaN\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for coffee shops in Chattanooga that have light roast.\n2. After seeing the results, choose the cafe with the alphabetically lowest name and place an order for 2x Blueberry Muffin using credit_card.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Chattanooga\",\"cafe_type\":\"Coffee Shop\",\"has_light_roast\":true}},{\"name\":\"place_cafe_order\",\"parameters\":{\"user_id\":\"USR-FF766E5C\",\"cafe_id\":\"CFE-0ED503\",\"items\":[{\"item_id\":\"CMI-359D4C\",\"quantity\":2}],\"payment_method\":\"credit_card\"}}]},\"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": "cafe-14", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\n\n## USER\n{\n \"user_id\": \"USR-CA392043\",\n \"first_name\": \"Charles\",\n \"last_name\": \"Robinson\",\n \"email\": \"charles.robinson9117@outlook.com\",\n \"city\": \"Bellevue\",\n \"state\": \"WA\",\n \"neighborhood\": \"Downtown Bellevue\",\n \"coffee_shop_payment_methods\": NaN,\n \"coffee_shop_loyalty_membership\": NaN,\n \"coffee_shop_signup_date\": NaN,\n \"bubble_tea_payment_methods\": NaN,\n \"bubble_tea_loyalty_membership\": NaN,\n \"bubble_tea_signup_date\": NaN\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for coffee shops in Beaumont that have no-sugar option.\n2. After seeing the results, choose the cafe with the alphabetically lowest name and place an order for 1x Latte using credit_card.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Beaumont\",\"cafe_type\":\"Coffee Shop\",\"has_no_sugar\":true}},{\"name\":\"place_cafe_order\",\"parameters\":{\"user_id\":\"USR-CA392043\",\"cafe_id\":\"CFE-7AE2EE\",\"items\":[{\"item_id\":\"CMI-64599F\",\"quantity\":1}],\"payment_method\":\"credit_card\"}}]},\"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": "cafe-15", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\n\n## USER\n{\n \"user_id\": \"USR-C4592CD9\",\n \"first_name\": \"Patricia\",\n \"last_name\": \"Jones\",\n \"email\": \"patricia.jones7808@icloud.com\",\n \"city\": \"Chattanooga\",\n \"state\": \"TN\",\n \"neighborhood\": \"North Shore\",\n \"coffee_shop_payment_methods\": NaN,\n \"coffee_shop_loyalty_membership\": NaN,\n \"coffee_shop_signup_date\": NaN,\n \"bubble_tea_payment_methods\": \"cryptocurrencies\",\n \"bubble_tea_loyalty_membership\": \"Tea Grove:Basic\",\n \"bubble_tea_signup_date\": \"2024-10-08\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bubble tea shops in Newark that have taro.\n2. After seeing the results, choose the shop with the alphabetically lowest name and place an order for 2x Peach Oolong Tea using credit_card.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Newark\",\"cafe_type\":\"Bubble Tea\",\"has_taro\":true}},{\"name\":\"place_cafe_order\",\"parameters\":{\"user_id\":\"USR-C4592CD9\",\"cafe_id\":\"BTE-E48BC4\",\"items\":[{\"item_id\":\"CMI-A51DD1\",\"quantity\":2}],\"payment_method\":\"credit_card\"}}]},\"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": "cafe-16", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\n\n## USER\n{\n \"user_id\": \"USR-DFEDBA29\",\n \"first_name\": \"Michael\",\n \"last_name\": \"Sanchez\",\n \"email\": \"michael.sanchez7342@gmail.com\",\n \"city\": \"Richmond\",\n \"state\": \"VA\",\n \"neighborhood\": \"Church Hill\",\n \"coffee_shop_payment_methods\": NaN,\n \"coffee_shop_loyalty_membership\": NaN,\n \"coffee_shop_signup_date\": NaN,\n \"bubble_tea_payment_methods\": \"debit_cards;cryptocurrencies\",\n \"bubble_tea_loyalty_membership\": \"Matcha Magic:Gold\",\n \"bubble_tea_signup_date\": \"2025-09-28\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bubble tea shops in Winston-Salem that have black tea.\n2. After seeing the results, choose the shop with the alphabetically lowest name and place an order for 1x Mango Fruit Tea using credit_card.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Winston-Salem\",\"cafe_type\":\"Bubble Tea\",\"has_black_tea\":true}},{\"name\":\"place_cafe_order\",\"parameters\":{\"user_id\":\"USR-DFEDBA29\",\"cafe_id\":\"BTE-26021A\",\"items\":[{\"item_id\":\"CMI-EFA24F\",\"quantity\":1}],\"payment_method\":\"credit_card\"}}]},\"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": "cafe-17", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\n\n## USER\n{\n \"user_id\": \"USR-1CF8B070\",\n \"first_name\": \"Robert\",\n \"last_name\": \"Taylor\",\n \"email\": \"robert.taylor7655@outlook.com\",\n \"city\": \"Wilmington\",\n \"state\": \"NC\",\n \"neighborhood\": \"Downtown Wilmington\",\n \"coffee_shop_payment_methods\": NaN,\n \"coffee_shop_loyalty_membership\": NaN,\n \"coffee_shop_signup_date\": NaN,\n \"bubble_tea_payment_methods\": NaN,\n \"bubble_tea_loyalty_membership\": NaN,\n \"bubble_tea_signup_date\": NaN\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bubble tea shops in Buckeye that have matcha.\n2. After seeing the results, choose the shop with the alphabetically lowest name and place an order for 1x Cheese Foam Green Tea using credit_card.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Buckeye\",\"cafe_type\":\"Bubble Tea\",\"has_matcha\":true}},{\"name\":\"place_cafe_order\",\"parameters\":{\"user_id\":\"USR-1CF8B070\",\"cafe_id\":\"BTE-685B49\",\"items\":[{\"item_id\":\"CMI-0F3887\",\"quantity\":1}],\"payment_method\":\"credit_card\"}}]},\"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": "cafe-18", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\n\n## USER\n{\n \"user_id\": \"USR-B1F401B5\",\n \"first_name\": \"Thomas\",\n \"last_name\": \"Jackson\",\n \"email\": \"thomas.jackson2188@gmail.com\",\n \"city\": \"Fort Collins\",\n \"state\": \"CO\",\n \"neighborhood\": \"Downtown Fort Collins\",\n \"coffee_shop_payment_methods\": \"cryptocurrencies\",\n \"coffee_shop_loyalty_membership\": \"Aroma Avenue:Gold\",\n \"coffee_shop_signup_date\": \"2026-01-05\",\n \"bubble_tea_payment_methods\": NaN,\n \"bubble_tea_loyalty_membership\": NaN,\n \"bubble_tea_signup_date\": NaN\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bubble tea shops in Laredo that have taro.\n2. After seeing the results, choose the shop with the alphabetically lowest name and place an order for 1x Jasmine Green Milk Tea using credit_card.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Laredo\",\"cafe_type\":\"Bubble Tea\",\"has_taro\":true}},{\"name\":\"place_cafe_order\",\"parameters\":{\"user_id\":\"USR-B1F401B5\",\"cafe_id\":\"BTE-5B2BBE\",\"items\":[{\"item_id\":\"CMI-EE7F86\",\"quantity\":1}],\"payment_method\":\"credit_card\"}}]},\"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": "cafe-19", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\n\n## USER\n{\n \"user_id\": \"USR-EFCC2B79\",\n \"first_name\": \"Thomas\",\n \"last_name\": \"Williams\",\n \"email\": \"thomas.williams6725@yahoo.com\",\n \"city\": \"Rancho Cucamonga\",\n \"state\": \"CA\",\n \"neighborhood\": \"Victoria Gardens\",\n \"coffee_shop_payment_methods\": NaN,\n \"coffee_shop_loyalty_membership\": NaN,\n \"coffee_shop_signup_date\": NaN,\n \"bubble_tea_payment_methods\": NaN,\n \"bubble_tea_loyalty_membership\": NaN,\n \"bubble_tea_signup_date\": NaN\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bubble tea shops in Newport News that have fruit tea.\n2. After seeing the results, choose the shop with the alphabetically lowest name and place an order for 2x Cheese Foam Green Tea using credit_card.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Newport News\",\"cafe_type\":\"Bubble Tea\",\"has_fruit_tea\":true}},{\"name\":\"place_cafe_order\",\"parameters\":{\"user_id\":\"USR-EFCC2B79\",\"cafe_id\":\"BTE-82EC79\",\"items\":[{\"item_id\":\"CMI-7E6E6F\",\"quantity\":2}],\"payment_method\":\"credit_card\"}}]},\"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": "cafe-20", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\n\n## USER\n{\n \"user_id\": \"USR-3E2BFD10\",\n \"first_name\": \"Sandra\",\n \"last_name\": \"Lopez\",\n \"email\": \"sandra.lopez4433@gmail.com\",\n \"city\": \"Wichita\",\n \"state\": \"KS\",\n \"neighborhood\": \"Riverside\",\n \"coffee_shop_payment_methods\": NaN,\n \"coffee_shop_loyalty_membership\": NaN,\n \"coffee_shop_signup_date\": NaN,\n \"bubble_tea_payment_methods\": NaN,\n \"bubble_tea_loyalty_membership\": NaN,\n \"bubble_tea_signup_date\": NaN\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bubble teas in El Paso that have black tea.\n2. After seeing the results, choose the cafe with the alphabetically lowest name and ask to see its menu.\n3. After seeing the menu, place an order for 2x Oolong Milk Tea using credit_card.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"El Paso\",\"cafe_type\":\"Bubble Tea\",\"has_black_tea\":true}},{\"name\":\"get_cafe_menu\",\"parameters\":{\"cafe_id\":\"BTE-A4C7FA\"}},{\"name\":\"place_cafe_order\",\"parameters\":{\"user_id\":\"USR-3E2BFD10\",\"cafe_id\":\"BTE-A4C7FA\",\"items\":[{\"item_id\":\"CMI-01EFE9\",\"quantity\":2}],\"payment_method\":\"credit_card\"}}]},\"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": "cafe-21", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\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 \"coffee_shop_payment_methods\": NaN,\n \"coffee_shop_loyalty_membership\": NaN,\n \"coffee_shop_signup_date\": NaN,\n \"bubble_tea_payment_methods\": NaN,\n \"bubble_tea_loyalty_membership\": NaN,\n \"bubble_tea_signup_date\": NaN\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for coffee shops in Buffalo that have caramel syrup.\n2. After seeing the results, choose the cafe with the alphabetically lowest name and ask to see its menu.\n3. After seeing the menu, place an order for 1x Latte using credit_card.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Buffalo\",\"cafe_type\":\"Coffee Shop\",\"has_caramel\":true}},{\"name\":\"get_cafe_menu\",\"parameters\":{\"cafe_id\":\"CFE-431FD2\"}},{\"name\":\"place_cafe_order\",\"parameters\":{\"user_id\":\"USR-1878B581\",\"cafe_id\":\"CFE-431FD2\",\"items\":[{\"item_id\":\"CMI-64599F\",\"quantity\":1}],\"payment_method\":\"credit_card\"}}]},\"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": "cafe-22", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\n\n## USER\n{\n \"user_id\": \"USR-479C0754\",\n \"first_name\": \"Jessica\",\n \"last_name\": \"Clark\",\n \"email\": \"jessica.clark5239@icloud.com\",\n \"city\": \"El Monte\",\n \"state\": \"CA\",\n \"neighborhood\": \"South El Monte\",\n \"coffee_shop_payment_methods\": NaN,\n \"coffee_shop_loyalty_membership\": NaN,\n \"coffee_shop_signup_date\": NaN,\n \"bubble_tea_payment_methods\": NaN,\n \"bubble_tea_loyalty_membership\": NaN,\n \"bubble_tea_signup_date\": NaN\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bubble teas in El Paso that have jasmine green tea.\n2. After seeing the results, choose the cafe with the alphabetically lowest name and ask to see its menu.\n3. After seeing the menu, place an order for 1x Oolong Milk Tea using credit_card.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"El Paso\",\"cafe_type\":\"Bubble Tea\",\"has_jasmine_green\":true}},{\"name\":\"get_cafe_menu\",\"parameters\":{\"cafe_id\":\"BTE-A4C7FA\"}},{\"name\":\"place_cafe_order\",\"parameters\":{\"user_id\":\"USR-479C0754\",\"cafe_id\":\"BTE-A4C7FA\",\"items\":[{\"item_id\":\"CMI-01EFE9\",\"quantity\":1}],\"payment_method\":\"credit_card\"}}]},\"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": "cafe-23", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\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 \"coffee_shop_payment_methods\": NaN,\n \"coffee_shop_loyalty_membership\": NaN,\n \"coffee_shop_signup_date\": NaN,\n \"bubble_tea_payment_methods\": NaN,\n \"bubble_tea_loyalty_membership\": NaN,\n \"bubble_tea_signup_date\": NaN\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for coffee shops in McAllen that have dark roast.\n2. After seeing the results, choose the cafe with the alphabetically lowest name and ask to see its menu.\n3. After seeing the menu, place an order for 2x Americano using credit_card.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"McAllen\",\"cafe_type\":\"Coffee Shop\",\"has_dark_roast\":true}},{\"name\":\"get_cafe_menu\",\"parameters\":{\"cafe_id\":\"CFE-F5E6F1\"}},{\"name\":\"place_cafe_order\",\"parameters\":{\"user_id\":\"USR-5286BC86\",\"cafe_id\":\"CFE-F5E6F1\",\"items\":[{\"item_id\":\"CMI-727BF6\",\"quantity\":2}],\"payment_method\":\"credit_card\"}}]},\"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": "cafe-24", "domain": "cafe", "user_template": "## PERSONA\nYou are a customer looking for a great cafe experience, whether it's a quality coffee shop or a fun bubble tea spot.\n\n## USER\n{\n \"user_id\": \"USR-31A8C943\",\n \"first_name\": \"Margaret\",\n \"last_name\": \"Martinez\",\n \"email\": \"margaret.martinez9164@yahoo.com\",\n \"city\": \"Brownsville\",\n \"state\": \"TX\",\n \"neighborhood\": \"Sunrise Mall\",\n \"coffee_shop_payment_methods\": NaN,\n \"coffee_shop_loyalty_membership\": NaN,\n \"coffee_shop_signup_date\": NaN,\n \"bubble_tea_payment_methods\": NaN,\n \"bubble_tea_loyalty_membership\": NaN,\n \"bubble_tea_signup_date\": NaN\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bubble teas in Ontario that have taro.\n2. After seeing the results, choose the cafe with the alphabetically lowest name and ask to see its menu.\n3. After seeing the menu, place an order for 2x Cheese Foam Green Tea using credit_card.", "benchmark_success_criteria": "{\"exact_match\":{\"tool_calls\":[{\"name\":\"search_cafes\",\"parameters\":{\"city\":\"Ontario\",\"cafe_type\":\"Bubble Tea\",\"has_taro\":true}},{\"name\":\"get_cafe_menu\",\"parameters\":{\"cafe_id\":\"BTE-BE2629\"}},{\"name\":\"place_cafe_order\",\"parameters\":{\"user_id\":\"USR-31A8C943\",\"cafe_id\":\"BTE-BE2629\",\"items\":[{\"item_id\":\"CMI-7E6E6F\",\"quantity\":2}],\"payment_method\":\"credit_card\"}}]},\"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.\"}}}}}"} |
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