| {"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.\"}}}}}"} |
| {"domain_id": "bar-25", "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-FF216BDB\",\n \"first_name\": \"Thomas\",\n \"last_name\": \"Harris\",\n \"email\": \"thomas.harris6012@yahoo.com\",\n \"city\": \"Santa Rosa\",\n \"state\": \"CA\",\n \"neighborhood\": \"Downtown Santa Rosa\",\n \"has_drivers_license\": true,\n \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"Discover\\\",\\\"credit_card_last_four\\\": \\\"7924\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Tyler within a budget of $30 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 6 guests under the name Thomas Harris for 2026-08-15 20:00.\n4. Once the booking is confirmed, ask to change the time to 2026-07-25 21:00.\n5. Once confirmed, cancel the reservation, giving the reason: Found a better option.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Tyler\", \"budget\": 30}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"has_dance_floor\": true}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR7876\", \"primary_guest_name\": \"Thomas Harris\", \"number_guests\": 6, \"event_datetime\": \"2026-08-15 20:00\", \"credit_card_last_four\": \"7924\", \"has_drivers_license\": true, \"user_id\": \"USR-FF216BDB\"}}, {\"name\": \"modify_bar_reservation\", \"parameters\": {\"reservation_id\": \"RES-3021A903\", \"new_event_datetime\": \"2026-07-25 21:00\", \"user_id\": \"USR-FF216BDB\"}}, {\"name\": \"cancel_bar_reservation\", \"parameters\": {\"reservation_id\": \"RES-D74F1621\", \"reason\": \"Found a better option\", \"user_id\": \"USR-FF216BDB\"}}]}, \"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-26", "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-52F79910\",\n \"first_name\": \"Barbara\",\n \"last_name\": \"Williams\",\n \"email\": \"barbara.williams3079@icloud.com\",\n \"city\": \"Santa Clarita\",\n \"state\": \"CA\",\n \"neighborhood\": \"Saugus\",\n \"has_drivers_license\": true,\n \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"JCB\\\",\\\"credit_card_last_four\\\": \\\"6574\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Menifee that have trivia.\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 Barbara Williams for 2026-07-25 19:00.\n4. Once the booking is confirmed, ask to change the time to 2026-07-04 20:00.\n5. Once confirmed, cancel the reservation, giving the reason: Health issue.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Menifee\", \"has_trivia\": true}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"has_live_music\": true}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR7307\", \"primary_guest_name\": \"Barbara Williams\", \"number_guests\": 3, \"event_datetime\": \"2026-07-25 19:00\", \"credit_card_last_four\": \"6574\", \"has_drivers_license\": true, \"user_id\": \"USR-52F79910\"}}, {\"name\": \"modify_bar_reservation\", \"parameters\": {\"reservation_id\": \"RES-EB9008C7\", \"new_event_datetime\": \"2026-07-04 20:00\", \"user_id\": \"USR-52F79910\"}}, {\"name\": \"cancel_bar_reservation\", \"parameters\": {\"reservation_id\": \"RES-91969D89\", \"reason\": \"Health issue\", \"user_id\": \"USR-52F79910\"}}]}, \"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-27", "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\\\": \\\"American Express\\\",\\\"credit_card_last_four\\\": \\\"5552\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Chicago that have live music.\n2. After seeing the results, narrow them down to places that offer waterfront view, 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 2026-08-08 19:00.\n4. Once the booking is confirmed, ask to change the time to 2026-07-25 21:00.\n5. Once confirmed, cancel the reservation, giving the reason: Plans changed.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Chicago\", \"has_live_music\": true}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"has_waterfront_view\": true}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR0080\", \"event_datetime\": \"2026-08-08 19:00\", \"number_guests\": 2, \"primary_guest_name\": \"Jessica Davis\", \"credit_card_last_four\": \"5552\", \"has_drivers_license\": true, \"user_id\": \"USR-D9993005\"}}, {\"name\": \"modify_bar_reservation\", \"parameters\": {\"reservation_id\": \"RES-07F2E701\", \"new_event_datetime\": \"2026-07-25 21:00\", \"user_id\": \"USR-D9993005\"}}, {\"name\": \"cancel_bar_reservation\", \"parameters\": {\"reservation_id\": \"RES-B9CA9E6F\", \"reason\": \"Plans changed\", \"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-28", "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\\\": \\\"UnionPay\\\",\\\"credit_card_last_four\\\": \\\"3547\\\"}]}\",\n \"has_drivers_license\": true\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in San Bernardino within a budget of $60 per person that have live music.\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 3 guests under the name Thomas Lee for 2026-08-22 20:00.\n4. Once the booking is confirmed, ask to change the time to 2026-08-22 22:00.\n5. Once confirmed, cancel the reservation, giving the reason: Work conflict.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"San Bernardino\", \"budget\": 60, \"has_live_music\": true}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"has_dj\": true}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR2924\", \"primary_guest_name\": \"Thomas Lee\", \"number_guests\": 3, \"credit_card_last_four\": \"3547\", \"has_drivers_license\": true, \"user_id\": \"USR-752486EC\", \"event_datetime\": \"2026-08-22 20:00\"}}, {\"name\": \"modify_bar_reservation\", \"parameters\": {\"reservation_id\": \"RES-7FE9326E\", \"new_event_datetime\": \"2026-08-22 22:00\", \"user_id\": \"USR-752486EC\"}}, {\"name\": \"cancel_bar_reservation\", \"parameters\": {\"reservation_id\": \"RES-286A2D92\", \"reason\": \"Work conflict\", \"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-29", "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-0EBBA58F\",\n \"first_name\": \"Michael\",\n \"last_name\": \"Thompson\",\n \"email\": \"michael.thompson1120@yahoo.com\",\n \"city\": \"Lewisville\",\n \"state\": \"TX\",\n \"neighborhood\": \"Old Town Lewisville\",\n \"has_drivers_license\": true,\n \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"UnionPay\\\",\\\"credit_card_last_four\\\": \\\"4527\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Sterling Heights within a budget of $50 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 7 guests under the name Michael Thompson for 2026-07-11 19:00.\n4. Once the booking is confirmed, ask to change the time to 2026-08-15 21:00.\n5. Once confirmed, cancel the reservation, giving the reason: Change of plans.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Sterling Heights\", \"budget\": 50}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"has_trivia\": true}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR5912\", \"primary_guest_name\": \"Michael Thompson\", \"number_guests\": 7, \"event_datetime\": \"2026-07-11 19:00\", \"credit_card_last_four\": \"4527\", \"has_drivers_license\": true, \"user_id\": \"USR-0EBBA58F\"}}, {\"name\": \"modify_bar_reservation\", \"parameters\": {\"reservation_id\": \"RES-F9F98D27\", \"new_event_datetime\": \"2026-08-15 21:00\", \"user_id\": \"USR-0EBBA58F\"}}, {\"name\": \"cancel_bar_reservation\", \"parameters\": {\"reservation_id\": \"RES-C3D5CF27\", \"reason\": \"Change of plans\", \"user_id\": \"USR-0EBBA58F\"}}]}, \"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-30", "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-CBC3E881\",\n \"first_name\": \"William\",\n \"last_name\": \"Martinez\",\n \"email\": \"william.martinez1871@icloud.com\",\n \"city\": \"Denver\",\n \"state\": \"CO\",\n \"neighborhood\": \"Larimer Square\",\n \"has_drivers_license\": true,\n \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"Visa\\\",\\\"credit_card_last_four\\\": \\\"6514\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Port St. Lucie within a budget of $30 per person.\n2. After seeing the results, narrow them down to places that offer craft beer, using the results from the previous search.\n3. I changed my mind, craft beer is not that important to me, a dance floor is more important. Do a fresh filter on the original search results for bars that have a dance floor instead.\n4. After seeing both results, compare them and decide to choose the bar with the alphabetically lowest name from both results combined and book a reservation for 5 guests under the name William Martinez for 2026-07-18 22:00.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Port St. Lucie\", \"budget\": 30}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"has_craft_beer\": true}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"has_dance_floor\": true}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR2598\", \"primary_guest_name\": \"William Martinez\", \"number_guests\": 5, \"event_datetime\": \"2026-07-18 22:00\", \"credit_card_last_four\": \"6514\", \"has_drivers_license\": true, \"user_id\": \"USR-CBC3E881\"}}]}, \"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-31", "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\\\": \\\"UnionPay\\\",\\\"credit_card_last_four\\\": \\\"2674\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Lakeland.\n2. After seeing the results, narrow them down to places that offer pool tables, using the results from the previous search.\n3. I changed my mind, I'd rather have a VIP lounge than pool tables. Do a fresh filter on the original search results for bars that have a VIP lounge instead.\n4. After seeing both results, compare them and decide to choose the bar with the alphabetically lowest name from both results combined and book a reservation for 5 guests under the name Linda White for 2026-07-11 19:00.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Lakeland\"}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"has_pool_tables\": true}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"has_vip_lounge\": true}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR6524\", \"primary_guest_name\": \"Linda White\", \"number_guests\": 5, \"event_datetime\": \"2026-07-11 19:00\", \"credit_card_last_four\": \"2674\", \"has_drivers_license\": true, \"user_id\": \"USR-088F7CA3\"}}]}, \"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-32", "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-C12CF8C4\",\n \"first_name\": \"Nancy\",\n \"last_name\": \"Davis\",\n \"email\": \"nancy.davis2485@yahoo.com\",\n \"city\": \"Lansing\",\n \"state\": \"MI\",\n \"neighborhood\": \"Genesee\",\n \"has_drivers_license\": true,\n \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"UnionPay\\\",\\\"credit_card_last_four\\\": \\\"2519\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Miami Gardens within a budget of $100 per person.\n2. After seeing the results, narrow them down to places that offer happy hour, using the results from the previous search.\n3. I changed my mind, a dance floor is more important to me than happy hour, and I also realized I have a budget limit of $60. Do a fresh filter on the original search results for bars within my $60 budget that have a dance floor instead.\n4. After seeing both results, compare them and decide to choose the bar with the alphabetically lowest name from both results combined and book a reservation for 2 guests under the name Nancy Davis for 2026-07-01 20:00.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Miami Gardens\", \"budget\": 100}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"has_happy_hour\": true}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"budget\": 60, \"has_dance_floor\": true}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR7743\", \"primary_guest_name\": \"Nancy Davis\", \"number_guests\": 2, \"credit_card_last_four\": \"2519\", \"has_drivers_license\": true, \"user_id\": \"USR-C12CF8C4\", \"event_datetime\": \"2026-07-01 20:00\"}}]}, \"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-33", "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-04175178\",\n \"first_name\": \"Christopher\",\n \"last_name\": \"Johnson\",\n \"email\": \"christopher.johnson3211@outlook.com\",\n \"city\": \"Hialeah\",\n \"state\": \"FL\",\n \"neighborhood\": \"Hialeah Gardens\",\n \"has_drivers_license\": true,\n \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"Mastercard\\\",\\\"credit_card_last_four\\\": \\\"7224\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Palm Bay.\n2. After seeing the results, narrow them down to places that offer trivia, using the results from the previous search.\n3. I changed my mind, I'm more in the mood for a place with a dance floor than trivia. Do a fresh filter on the original search results for bars that have a dance floor instead.\n4. After seeing both results, compare them and decide to choose the bar with the alphabetically lowest name from both results combined and book a reservation for 8 guests under the name Christopher Johnson for 2026-08-15 19:00.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Palm Bay\"}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"has_trivia\": true}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"has_dance_floor\": true}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR5680\", \"event_datetime\": \"2026-08-15 19:00\", \"number_guests\": 8, \"primary_guest_name\": \"Christopher Johnson\", \"credit_card_last_four\": \"7224\", \"has_drivers_license\": true, \"user_id\": \"USR-04175178\"}}]}, \"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-34", "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-CD9DE964\",\n \"first_name\": \"Lisa\",\n \"last_name\": \"White\",\n \"email\": \"lisa.white7030@icloud.com\",\n \"city\": \"Plano\",\n \"state\": \"TX\",\n \"neighborhood\": \"Russell Creek\",\n \"has_drivers_license\": true,\n \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"Diners Club\\\",\\\"credit_card_last_four\\\": \\\"2584\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Thornton within a budget of $50 per person.\n2. After seeing the results, narrow them down to places that offer sports games, using the results from the previous search.\n3. I changed my mind, I want to increase my budget to $150. Ask for bars in Thornton within a budget of $150 per person that have sports games.\n4. After seeing both results, compare them and decide to choose the bar with the alphabetically lowest name from both results combined and book a reservation for 8 guests under the name Lisa White for 2026-08-22 21:00.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Thornton\", \"budget\": 50}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"has_sports_games\": true}}, {\"name\": \"search_bars\", \"parameters\": {\"city\": \"Thornton\", \"budget\": 150, \"has_sports_games\": true}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR5272\", \"primary_guest_name\": \"Lisa White\", \"number_guests\": 8, \"credit_card_last_four\": \"2584\", \"has_drivers_license\": true, \"user_id\": \"USR-CD9DE964\", \"event_datetime\": \"2026-08-22 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-35", "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\\\": \\\"Discover\\\",\\\"credit_card_last_four\\\": \\\"6881\\\"}]}\",\n \"has_drivers_license\": true\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Santa Maria with a budget of up to $75 per person.\n2. After seeing the list, narrow it down to places that have free wifi, using the results from the previous search.\n3. After getting results, realize that filter is too restrictive and go back to the original search results without it.\n4. Choose the bar with the alphabetically lowest name from the original search results and book a reservation for 3 guests under the name Thomas Lee for 2026-07-01 20:00.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Santa Maria\", \"budget\": 75}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"has_free_wifi\": true}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR7960\", \"primary_guest_name\": \"Thomas Lee\", \"number_guests\": 3, \"credit_card_last_four\": \"6881\", \"has_drivers_license\": true, \"user_id\": \"USR-752486EC\", \"event_datetime\": \"2026-07-01 20:00\"}}]}, \"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-36", "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-E7244232\",\n \"first_name\": \"Joseph\",\n \"last_name\": \"Thomas\",\n \"email\": \"joseph.thomas5015@icloud.com\",\n \"city\": \"Garden Grove\",\n \"state\": \"CA\",\n \"neighborhood\": \"Fountain Valley\",\n \"has_drivers_license\": true,\n \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"American Express\\\",\\\"credit_card_last_four\\\": \\\"6635\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Eugene that have pool tables and fit within a budget of $20 per person.\n2. After seeing the options, narrow them down to places that also offer a VIP room upgrade, using the results from the previous search.\n3. After getting zero results, realize that filter is too restrictive and go back to the original search results without it.\n4. Choose the bar with the alphabetically lowest name from the original search results and book a reservation for 7 guests under the name Joseph Thomas for 2026-07-01 20:00.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Eugene\", \"has_pool_tables\": true, \"budget\": 20}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"has_vip_room_upgrade\": true}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR4152\", \"primary_guest_name\": \"Joseph Thomas\", \"number_guests\": 7, \"credit_card_last_four\": \"6635\", \"has_drivers_license\": true, \"user_id\": \"USR-E7244232\", \"event_datetime\": \"2026-07-01 20:00\"}}]}, \"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-37", "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-4D8252DD\",\n \"first_name\": \"Betty\",\n \"last_name\": \"Martin\",\n \"email\": \"betty.martin9297@outlook.com\",\n \"city\": \"Centennial\",\n \"state\": \"CO\",\n \"neighborhood\": \"Eagle Ridge\",\n \"has_drivers_license\": true,\n \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"American Express\\\",\\\"credit_card_last_four\\\": \\\"5333\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Garden Grove within a budget of $20 per person.\n2. After seeing the initial list, narrow it down to places that serve craft beer, using the results from the previous search.\n3. After getting zero results, realize that filter is too restrictive and go back to the original search results without that constraint.\n4. Choose the bar with the alphabetically lowest name from the original search results and book a reservation for 6 guests under the name Betty Martin for 2026-08-22 20:00.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Garden Grove\", \"budget\": 20}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"has_craft_beer\": true}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR4369\", \"primary_guest_name\": \"Betty Martin\", \"number_guests\": 6, \"credit_card_last_four\": \"5333\", \"has_drivers_license\": true, \"user_id\": \"USR-4D8252DD\", \"event_datetime\": \"2026-08-22 20:00\"}}]}, \"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-38", "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\\\": \\\"Mastercard\\\",\\\"credit_card_last_four\\\": \\\"1711\\\"},{\\\"name\\\": \\\"Discover\\\",\\\"credit_card_last_four\\\": \\\"4527\\\"}],\\\"cryptocurrencies\\\": [\\\"Ethereum\\\",\\\"Litecoin\\\",\\\"Solana\\\"]}\",\n \"has_drivers_license\": true\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Colorado Springs with a DJ and a budget of up to $100 per person.\n2. After seeing the list, narrow it down to places that also have free wifi, using the results from the previous search.\n3. After getting results, realize that filter is too restrictive and none of these fit, go back to the original search results without it.\n4. Choose the bar with the alphabetically lowest name from the original search results and book a reservation for 7 guests under the name Betty Miller for 2026-07-01 20:00.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Colorado Springs\", \"budget\": 100, \"has_dj\": true}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"has_free_wifi\": true}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR1091\", \"primary_guest_name\": \"Betty Miller\", \"number_guests\": 7, \"credit_card_last_four\": \"1711\", \"has_drivers_license\": true, \"user_id\": \"USR-99A0E8E5\", \"event_datetime\": \"2026-07-01 20:00\"}}]}, \"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-39", "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-50A2A32C\",\n \"first_name\": \"Robert\",\n \"last_name\": \"Jackson\",\n \"email\": \"robert.jackson1871@gmail.com\",\n \"city\": \"Springfield\",\n \"state\": \"MO\",\n \"neighborhood\": \"Rountree\",\n \"has_drivers_license\": true,\n \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"UnionPay\\\",\\\"credit_card_last_four\\\": \\\"8527\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Henderson that offer signature mixology and fit within a budget of $30 per person.\n2. After seeing the options, narrow it down to places that also have a waterfront view, using the results from the previous search.\n3. After getting zero results, realize that filter is too restrictive and go back to the original search results without it.\n4. Choose the bar with the alphabetically lowest name from the original search results and book a reservation for 6 guests under the name Robert Jackson for 2026-07-01 20:00.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Henderson\", \"budget\": 30, \"has_signature_mixology\": true}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"has_waterfront_view\": true}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR1635\", \"primary_guest_name\": \"Robert Jackson\", \"number_guests\": 6, \"credit_card_last_four\": \"8527\", \"has_drivers_license\": true, \"user_id\": \"USR-50A2A32C\", \"event_datetime\": \"2026-07-01 20:00\"}}]}, \"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-40", "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-8C252C3C\",\n \"first_name\": \"Linda\",\n \"last_name\": \"Taylor\",\n \"email\": \"linda.taylor5673@gmail.com\",\n \"city\": \"Shreveport\",\n \"state\": \"LA\",\n \"neighborhood\": \"Allendale\",\n \"has_drivers_license\": true,\n \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"American Express\\\",\\\"credit_card_last_four\\\": \\\"9785\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Kent within a budget of $60 per person that have vip lounge.\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 4 guests under the name Linda Taylor for 2026-08-01 20:00.\n4. Once the booking is confirmed, ask to upgrade to a VIP room.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Kent\", \"budget\": 60, \"has_vip_lounge\": true}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"has_signature_mixology\": true}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR5890\", \"primary_guest_name\": \"Linda Taylor\", \"number_guests\": 4, \"credit_card_last_four\": \"9785\", \"has_drivers_license\": true, \"user_id\": \"USR-8C252C3C\", \"event_datetime\": \"2026-08-01 20:00\"}}, {\"name\": \"modify_bar_reservation\", \"parameters\": {\"reservation_id\": \"RES-C7663A90\", \"upgrade_vip_room\": true, \"user_id\": \"USR-8C252C3C\"}}]}, \"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-41", "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\\\": \\\"3045\\\"}]}\",\n \"has_drivers_license\": true\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Garden Grove that have pool tables.\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 3 guests under the name Thomas Lee for 2026-08-01 22:00.\n4. Once the booking is confirmed, ask to upgrade to a VIP room.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Garden Grove\", \"has_pool_tables\": true}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"budget\": 40}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR4366\", \"primary_guest_name\": \"Thomas Lee\", \"number_guests\": 3, \"credit_card_last_four\": \"3045\", \"has_drivers_license\": true, \"user_id\": \"USR-752486EC\", \"event_datetime\": \"2026-08-01 22:00\"}}, {\"name\": \"modify_bar_reservation\", \"parameters\": {\"reservation_id\": \"RES-3942F088\", \"upgrade_vip_room\": 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-42", "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\\\": \\\"Visa\\\",\\\"credit_card_last_four\\\": \\\"7201\\\"},{\\\"name\\\": \\\"Discover\\\",\\\"credit_card_last_four\\\": \\\"7224\\\"}],\\\"cryptocurrencies\\\": [\\\"Ethereum\\\",\\\"Litecoin\\\",\\\"Solana\\\"]}\",\n \"has_drivers_license\": true\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Sacramento that have happy hour.\n2. After seeing the results, narrow them down to places that offer a rating of at least [2.0, 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 6 guests under the name Betty Miller for 2026-07-11 19:00.\n4. Once the booking is confirmed, ask to upgrade to a VIP room.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Sacramento\", \"has_happy_hour\": true}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"rating\": [2.0, 5.0]}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR0986\", \"primary_guest_name\": \"Betty Miller\", \"number_guests\": 6, \"credit_card_last_four\": \"7201\", \"has_drivers_license\": true, \"user_id\": \"USR-99A0E8E5\", \"event_datetime\": \"2026-07-11 19:00\"}}, {\"name\": \"modify_bar_reservation\", \"parameters\": {\"reservation_id\": \"RES-6DAEA303\", \"upgrade_vip_room\": true, \"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.\"}}}}}"} |
| {"domain_id": "bar-43", "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\\\": \\\"Visa\\\",\\\"credit_card_last_four\\\": \\\"2291\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Montgomery within a budget of $40 per person that have dj.\n2. After seeing the results, narrow them down to places that offer a rating of at least [1.1, 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 Mary Robinson for 2026-08-08 21:00.\n4. Once the booking is confirmed, ask to upgrade to a VIP room.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Montgomery\", \"budget\": 40, \"has_dj\": true}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"rating\": [1.1, 5.0]}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR3700\", \"primary_guest_name\": \"Mary Robinson\", \"number_guests\": 3, \"event_datetime\": \"2026-08-08 21:00\", \"credit_card_last_four\": \"2291\", \"has_drivers_license\": true, \"user_id\": \"USR-1A3D0B15\"}}, {\"name\": \"modify_bar_reservation\", \"parameters\": {\"reservation_id\": \"RES-D35F3CD1\", \"upgrade_vip_room\": true, \"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-44", "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-52F79910\",\n \"first_name\": \"Barbara\",\n \"last_name\": \"Williams\",\n \"email\": \"barbara.williams3079@icloud.com\",\n \"city\": \"Santa Clarita\",\n \"state\": \"CA\",\n \"neighborhood\": \"Saugus\",\n \"has_drivers_license\": true,\n \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"American Express\\\",\\\"credit_card_last_four\\\": \\\"5803\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Gresham within a budget of $40 per person.\n2. After seeing the results, narrow them down to places that offer vip room upgrade, 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 Barbara Williams for 2026-07-04 21:00.\n4. Once the booking is confirmed, ask to upgrade to a VIP room.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Gresham\", \"budget\": 40}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"has_vip_room_upgrade\": true}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR7773\", \"primary_guest_name\": \"Barbara Williams\", \"number_guests\": 6, \"credit_card_last_four\": \"5803\", \"has_drivers_license\": true, \"user_id\": \"USR-52F79910\", \"event_datetime\": \"2026-07-04 21:00\"}}, {\"name\": \"modify_bar_reservation\", \"parameters\": {\"reservation_id\": \"RES-B72BD1BC\", \"upgrade_vip_room\": true, \"user_id\": \"USR-52F79910\"}}]}, \"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-45", "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-85D25C89\",\n \"first_name\": \"Betty\",\n \"last_name\": \"Sanchez\",\n \"email\": \"betty.sanchez4283@gmail.com\",\n \"city\": \"Lakeland\",\n \"state\": \"FL\",\n \"neighborhood\": \"Downtown Lakeland\",\n \"has_drivers_license\": true,\n \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"UnionPay\\\",\\\"credit_card_last_four\\\": \\\"6925\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Tampa within a budget of $34 per person that have dj.\n2. Ask for bars in Tampa within a budget of $34 per person that have karaoke.\n3. Choose the bar with the alphabetically lowest name from the both results and book a reservation for 2 guests under the name Betty Sanchez for 2026-07-18 21:00.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Tampa\", \"has_dj\": true, \"budget\": 34}}, {\"name\": \"search_bars\", \"parameters\": {\"city\": \"Tampa\", \"has_karaoke\": true, \"budget\": 34}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR1429\", \"primary_guest_name\": \"Betty Sanchez\", \"number_guests\": 2, \"credit_card_last_four\": \"6925\", \"has_drivers_license\": true, \"user_id\": \"USR-85D25C89\", \"event_datetime\": \"2026-07-18 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-46", "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\\\": \\\"American Express\\\",\\\"credit_card_last_four\\\": \\\"4150\\\"}]}\",\n \"has_drivers_license\": true\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in the Hollywood neighborhood of Los Angeles that have pool tables.\n2. After seeing the results, narrow them down to places that are beach bars, using the results from the previous search.\n3. Ask for bars in the Hollywood neighborhood of Los Angeles that have mocktails.\n4. 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.\n5. Choose the bar with the alphabetically lowest name from both results and book a reservation for 4 guests under the name Thomas Lee for 2026-08-22 21:00.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Los Angeles\", \"neighborhood\": [\"Hollywood\"], \"has_pool_tables\": true}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"bar_type\": [\"Beach Bar\"]}}, {\"name\": \"search_bars\", \"parameters\": {\"city\": \"Los Angeles\", \"neighborhood\": [\"Hollywood\"], \"has_mocktails\": true}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_1\", \"budget\": 50}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR0052\", \"primary_guest_name\": \"Thomas Lee\", \"number_guests\": 4, \"credit_card_last_four\": \"4150\", \"has_drivers_license\": true, \"user_id\": \"USR-752486EC\", \"event_datetime\": \"2026-08-22 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-47", "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-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 \"has_drivers_license\": true,\n \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"JCB\\\",\\\"credit_card_last_four\\\": \\\"2139\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Hesperia that has happy hour.\n2. After seeing the results, narrow them down to places that has a rating of at least 2 and are biker bar, using the results from the previous search.\n3. Saying you changed your mind, and dance floor may be more important. Ask for bars in Hesperia that have dance floor.\n4. After seeing the results, narrow them down to places that offer a budget of up to $20 per person, using the results from the previous search.\n5. Choose the bar with the alphabetically lowest name from both results and book a reservation for 2 guests under the name Jessica Garcia for 2026-08-08 20:00.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Hesperia\", \"has_happy_hour\": true}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"rating\": [2.0, 5.0], \"bar_type\": [\"Biker Bar\"]}}, {\"name\": \"search_bars\", \"parameters\": {\"city\": \"Hesperia\", \"has_dance_floor\": true}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_1\", \"budget\": 20}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR9286\", \"primary_guest_name\": \"Jessica Garcia\", \"number_guests\": 2, \"credit_card_last_four\": \"2139\", \"has_drivers_license\": true, \"user_id\": \"USR-71064A1E\", \"event_datetime\": \"2026-08-08 20:00\"}}]}, \"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-48", "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-F983CA6A\",\n \"first_name\": \"William\",\n \"last_name\": \"Williams\",\n \"email\": \"william.williams6309@gmail.com\",\n \"city\": \"Fullerton\",\n \"state\": \"CA\",\n \"neighborhood\": \"West Fullerton\",\n \"has_drivers_license\": true,\n \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"American Express\\\",\\\"credit_card_last_four\\\": \\\"1750\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Topeka that have craft beer.\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. Ask for bars in Topeka that have sports games.\n4. Choose the bar with the alphabetically lowest name from both results and book a reservation for 2 guests under the name William Williams for 2026-07-11 19:00.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Topeka\", \"has_craft_beer\": true}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"budget\": 75}}, {\"name\": \"search_bars\", \"parameters\": {\"city\": \"Topeka\", \"has_sports_games\": true}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR6243\", \"primary_guest_name\": \"William Williams\", \"number_guests\": 2, \"credit_card_last_four\": \"1750\", \"has_drivers_license\": true, \"user_id\": \"USR-F983CA6A\", \"event_datetime\": \"2026-07-11 19:00\"}}]}, \"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-49", "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-01261242\",\n \"first_name\": \"Patricia\",\n \"last_name\": \"Lee\",\n \"email\": \"patricia.lee7679@yahoo.com\",\n \"city\": \"Mesa\",\n \"state\": \"AZ\",\n \"neighborhood\": \"Red Mountain Ranch\",\n \"has_drivers_license\": true,\n \"payment_wallet\": \"{\\\"credit_cards\\\": [{\\\"name\\\": \\\"UnionPay\\\",\\\"credit_card_last_four\\\": \\\"4733\\\"}]}\"\n}\n\n## GOAL\nFollow these steps, one per message:\n1. Ask for bars in Temecula that have happy hour.\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. Ask for bars in Temecula that have sports games.\n4. Choose the bar with the alphabetically lowest name from both results and book a reservation for 6 guests under the name Patricia Lee for 2026-07-18 22:00.", "benchmark_success_criteria": "{\"exact_match\": {\"tool_calls\": [{\"name\": \"search_bars\", \"parameters\": {\"city\": \"Temecula\", \"has_happy_hour\": true}}, {\"name\": \"filter_bars\", \"parameters\": {\"cache_key\": \"search_bars_results_0\", \"budget\": 50}}, {\"name\": \"search_bars\", \"parameters\": {\"city\": \"Temecula\", \"has_sports_games\": true}}, {\"name\": \"book_bar_reservation\", \"parameters\": {\"venue_id\": \"BAR7808\", \"primary_guest_name\": \"Patricia Lee\", \"number_guests\": 6, \"credit_card_last_four\": \"4733\", \"has_drivers_license\": true, \"user_id\": \"USR-01261242\", \"event_datetime\": \"2026-07-18 22:00\"}}]}, \"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.\"}}}}}"} |
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