{ "summary": { "model": "Qwen/Qwen3-0.6B", "mode": "api", "scenarios_total": 50, "elapsed_s": 27.23497438430786, "avg_score": 0.0, "avg_questions": 3.56, "format_pass_rate": 0.0, "completion_rate": 0.0 }, "config": { "mode": "api", "model": "Qwen/Qwen3-0.6B", "api_base_url": "http://127.0.0.1:8000/v1", "env_base_url": "https://agarwalanu3103-clarify-rl.hf.space", "scenarios_file": "/tmp/clarify-rl/scenarios/eval_held_out.json", "limit": 50 }, "results": [ { "seed": 10000, "task_id": "easy", "scenario_id": "seed10000_event_planning_easy", "family": "event_planning", "request": "Set up a celebration.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSet up a celebration.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are required for this request. The task is to set up a celebration, and the user has already provided the necessary information (8 steps). No additional tools are needed." }, { "role": "user", "content": "{\"request\": \"Set up a celebration.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Set up a celebration.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "event_planning", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "event_type": "birthday", "date": "today", "venue": "office" }, "critical_fields": [ "date", "event_type", "venue" ], "required_keys": [ "event_type", "date", "guest_count", "venue" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 2, "fields_revealed": [] } } ], "elapsed_s": 2.0189011096954346 }, { "seed": 10000, "task_id": "medium", "scenario_id": "seed10000_event_planning_medium", "family": "event_planning", "request": "Plan a birthday party.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nPlan a birthday party.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are needed. I can directly plan a birthday party." }, { "role": "user", "content": "{\"request\": \"Plan a birthday party.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Plan a birthday party.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "event_planning", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "event_type": "birthday", "date": "today", "guest_count": 5, "venue": "office", "budget_band": "$500-2000" }, "critical_fields": [ "date", "event_type", "guest_count", "venue" ], "required_keys": [ "event_type", "date", "guest_count", "venue" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 4, "fields_revealed": [] } } ], "elapsed_s": 0.4007425308227539 }, { "seed": 10000, "task_id": "hard", "scenario_id": "seed10000_event_planning_hard", "family": "event_planning", "request": "Plan a birthday party.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nPlan a birthday party.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are needed. I can directly plan a birthday party." }, { "role": "user", "content": "{\"request\": \"Plan a birthday party.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Plan a birthday party.", "task_id": "hard", "task_title": "High Ambiguity", "family": "event_planning", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "event_type": "birthday", "date": "this week", "guest_count": 100, "venue": "office", "budget_band": "$100-500", "dietary_constraints": "none", "theme": "surprise" }, "critical_fields": [ "date", "event_type", "guest_count", "venue" ], "required_keys": [ "event_type", "date", "guest_count", "venue" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 0.37496304512023926 }, { "seed": 10001, "task_id": "easy", "scenario_id": "seed10001_support_triage_easy", "family": "support_triage", "request": "My order is wrong.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nMy order is wrong.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are needed. My order is wrong. Let me know if you need help fixing it." }, { "role": "user", "content": "{\"request\": \"My order is wrong.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Order none-provided.\", \"questions_remaining\": 4, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "My order is wrong.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.05, "done": false, "result": { "answer": "Order none-provided.", "questions_remaining": 4, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{\"order_id\": \"Order none-provided.\"}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "order_id": "none-provided", "item_issue": "late" }, "critical_fields": [ "item_issue", "order_id" ], "required_keys": [ "order_id", "item_issue", "refund_or_replace" ], "submitted_plan": { "order_id": "Order none-provided." }, "parse_error": null, "questions_asked": 2, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 0.4925088882446289 }, { "seed": 10001, "task_id": "medium", "scenario_id": "seed10001_support_triage_medium", "family": "support_triage", "request": "My order is wrong.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nMy order is wrong.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are needed. I will proceed to propose a plan." }, { "role": "user", "content": "{\"request\": \"My order is wrong.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Order #9027.\", \"questions_remaining\": 3, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "My order is wrong.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #9027.", "questions_remaining": 3, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{\"order_id\": \"Order #9027.\"}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "order_id": "#9027", "item_issue": "never-arrived", "refund_or_replace": "unsure", "urgency": "high" }, "critical_fields": [ "item_issue", "order_id", "refund_or_replace", "urgency" ], "required_keys": [ "order_id", "item_issue", "refund_or_replace" ], "submitted_plan": { "order_id": "Order #9027." }, "parse_error": null, "questions_asked": 4, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 0.3720064163208008 }, { "seed": 10001, "task_id": "hard", "scenario_id": "seed10001_support_triage_hard", "family": "support_triage", "request": "There's an issue with my purchase.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nThere's an issue with my purchase.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "get_task_info()" }, { "role": "user", "content": "{\"request\": \"There's an issue with my purchase.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "assistant", "content": "None of the necessary information has been provided, but I'll request the task details to proceed. Please provide the task title and family to continue." }, { "role": "user", "content": "{\"request\": \"There's an issue with my purchase.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Order none-provided.\", \"questions_remaining\": 0, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "There's an issue with my purchase.", "task_id": "hard", "task_title": "High Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "There's an issue with my purchase.", "task_id": "hard", "task_title": "High Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 2, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.05, "done": false, "result": { "answer": "Order none-provided.", "questions_remaining": 0, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 8, "tool": "propose_plan", "args": { "plan": "{\"order_id\": \"Order none-provided.\"}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "order_id": "none-provided", "item_issue": "late", "refund_or_replace": "refund", "urgency": "high", "channel_preferred": "phone" }, "critical_fields": [ "item_issue", "order_id", "refund_or_replace", "urgency" ], "required_keys": [ "order_id", "item_issue", "refund_or_replace" ], "submitted_plan": { "order_id": "Order none-provided." }, "parse_error": null, "questions_asked": 6, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 0.7887866497039795 }, { "seed": 10002, "task_id": "easy", "scenario_id": "seed10002_meeting_scheduling_easy", "family": "meeting_scheduling", "request": "Schedule a sync.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSchedule a sync.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the information is needed for scheduling a sync. Let me know if you need help with that!" }, { "role": "user", "content": "{\"request\": \"Schedule a sync.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Schedule a sync.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "meeting_scheduling", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "participants": "whole team", "time": "evening" }, "critical_fields": [ "participants", "time" ], "required_keys": [ "participants", "date", "time" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 2, "fields_revealed": [] } } ], "elapsed_s": 0.47986626625061035 }, { "seed": 10002, "task_id": "medium", "scenario_id": "seed10002_meeting_scheduling_medium", "family": "meeting_scheduling", "request": "Set up a meeting.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSet up a meeting.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are needed for the current request. The request is to set up a meeting, but no specific details have been provided. Please provide more information so that I can assist further." }, { "role": "user", "content": "{\"request\": \"Set up a meeting.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Set up a meeting.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "meeting_scheduling", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "participants": "whole team", "date": "this week", "time": "morning", "duration_minutes": 90 }, "critical_fields": [ "date", "duration_minutes", "participants", "time" ], "required_keys": [ "participants", "date", "time" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 4, "fields_revealed": [] } } ], "elapsed_s": 0.8148536682128906 }, { "seed": 10002, "task_id": "hard", "scenario_id": "seed10002_meeting_scheduling_hard", "family": "meeting_scheduling", "request": "Get a call on the calendar.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nGet a call on the calendar.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are needed. I'll proceed to propose a plan." }, { "role": "user", "content": "{\"request\": \"Get a call on the calendar.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Get a call on the calendar.", "task_id": "hard", "task_title": "High Ambiguity", "family": "meeting_scheduling", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "participants": "leadership", "date": "today", "time": "evening", "duration_minutes": 30, "platform": "in-person" }, "critical_fields": [ "date", "duration_minutes", "participants", "time" ], "required_keys": [ "participants", "date", "time" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 0.3822774887084961 }, { "seed": 10003, "task_id": "easy", "scenario_id": "seed10003_medical_intake_easy", "family": "medical_intake", "request": "I have a problem.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI have a problem.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are required. Please provide the task details." }, { "role": "user", "content": "{\"request\": \"I have a problem.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I have a problem.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "age_band": "senior", "primary_symptom": "fatigue" }, "critical_fields": [ "age_band", "primary_symptom" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 2, "fields_revealed": [] } } ], "elapsed_s": 0.3158702850341797 }, { "seed": 10003, "task_id": "medium", "scenario_id": "seed10003_medical_intake_medium", "family": "medical_intake", "request": "I need some help.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI need some help.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are needed. I will proceed to help with the task." }, { "role": "user", "content": "{\"request\": \"I need some help.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I need some help.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "primary_symptom": "fever", "duration": "1-4 weeks", "severity": "moderate", "prior_conditions": "hypertension" }, "critical_fields": [ "duration", "primary_symptom", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 4, "fields_revealed": [] } } ], "elapsed_s": 0.3795034885406494 }, { "seed": 10003, "task_id": "hard", "scenario_id": "seed10003_medical_intake_hard", "family": "medical_intake", "request": "I need some help.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI need some help.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are required for the request. Let me know if you have any specific tasks or details to provide!" }, { "role": "user", "content": "{\"request\": \"I need some help.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I need some help.", "task_id": "hard", "task_title": "High Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "primary_symptom": "fatigue", "duration": "1-7 days", "severity": "moderate", "prior_conditions": "hypertension", "age_band": "senior", "medications": "prescription" }, "critical_fields": [ "age_band", "duration", "primary_symptom", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 0.5509333610534668 }, { "seed": 10004, "task_id": "easy", "scenario_id": "seed10004_event_planning_easy", "family": "event_planning", "request": "Plan a birthday party.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nPlan a birthday party.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the required information was provided. Could you please specify the details of the birthday party?" }, { "role": "user", "content": "{\"request\": \"Plan a birthday party.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Plan a birthday party.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "event_planning", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "event_type": "team-building", "date": "today", "guest_count": 100 }, "critical_fields": [ "date", "event_type", "guest_count" ], "required_keys": [ "event_type", "date", "guest_count", "venue" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 2, "fields_revealed": [] } } ], "elapsed_s": 0.432650089263916 }, { "seed": 10004, "task_id": "medium", "scenario_id": "seed10004_event_planning_medium", "family": "event_planning", "request": "Plan a birthday party.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nPlan a birthday party.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are needed. The request is to plan a birthday party, but no specific information is provided about the details or resources required. Please provide more details to proceed." }, { "role": "user", "content": "{\"request\": \"Plan a birthday party.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Plan a birthday party.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "event_planning", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "event_type": "birthday", "date": "this week", "guest_count": 50, "venue": "restaurant", "dietary_constraints": "vegetarian" }, "critical_fields": [ "date", "event_type", "guest_count", "venue" ], "required_keys": [ "event_type", "date", "guest_count", "venue" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 4, "fields_revealed": [] } } ], "elapsed_s": 0.781022310256958 }, { "seed": 10004, "task_id": "hard", "scenario_id": "seed10004_event_planning_hard", "family": "event_planning", "request": "Organize a team event.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 0, "format_pass": null, "parse_error": "invalid JSON: Unterminated string starting at", "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nOrganize a team event.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "get_task_info()" }, { "role": "user", "content": "{\"request\": \"Organize a team event.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "assistant", "content": "propose_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Organize a team event.", "task_id": "hard", "task_title": "High Ambiguity", "family": "event_planning", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "event_type": "team-building", "date": "today", "guest_count": 100, "venue": "home", "dietary_constraints": "vegetarian", "budget_band": "<$100", "theme": "themed" }, "critical_fields": [ "date", "event_type", "guest_count", "venue" ], "required_keys": [ "event_type", "date", "guest_count", "venue" ], "submitted_plan": null, "parse_error": "invalid JSON: Unterminated string starting at", "questions_asked": 0, "fields_revealed": [] } } ], "elapsed_s": 0.5681540966033936 }, { "seed": 10005, "task_id": "easy", "scenario_id": "seed10005_event_planning_easy", "family": "event_planning", "request": "Set up a celebration.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSet up a celebration.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are needed for this request." }, { "role": "user", "content": "{\"request\": \"Set up a celebration.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Set up a celebration.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "event_planning", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "event_type": "anniversary", "guest_count": 5, "date": "this week" }, "critical_fields": [ "date", "event_type", "guest_count" ], "required_keys": [ "event_type", "date", "guest_count", "venue" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 2, "fields_revealed": [] } } ], "elapsed_s": 0.2574312686920166 }, { "seed": 10005, "task_id": "medium", "scenario_id": "seed10005_event_planning_medium", "family": "event_planning", "request": "Set up a celebration.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 0, "format_pass": null, "parse_error": "invalid JSON: Unterminated string starting at", "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSet up a celebration.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "get_task_info()" }, { "role": "user", "content": "{\"request\": \"Set up a celebration.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "assistant", "content": "propose_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Set up a celebration.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "event_planning", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "event_type": "anniversary", "date": "next week", "guest_count": 20, "venue": "restaurant", "budget_band": "$500-2000" }, "critical_fields": [ "date", "event_type", "guest_count", "venue" ], "required_keys": [ "event_type", "date", "guest_count", "venue" ], "submitted_plan": null, "parse_error": "invalid JSON: Unterminated string starting at", "questions_asked": 0, "fields_revealed": [] } } ], "elapsed_s": 0.5642926692962646 }, { "seed": 10005, "task_id": "hard", "scenario_id": "seed10005_event_planning_hard", "family": "event_planning", "request": "Plan a birthday party.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nPlan a birthday party.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are required for the request. I will proceed to plan the birthday party." }, { "role": "user", "content": "{\"request\": \"Plan a birthday party.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Plan a birthday party.", "task_id": "hard", "task_title": "High Ambiguity", "family": "event_planning", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "event_type": "anniversary", "date": "today", "guest_count": 20, "venue": "rented hall", "budget_band": "<$100", "theme": "themed", "dietary_constraints": "none" }, "critical_fields": [ "date", "event_type", "guest_count", "venue" ], "required_keys": [ "event_type", "date", "guest_count", "venue" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 0.44834375381469727 }, { "seed": 10006, "task_id": "easy", "scenario_id": "seed10006_medical_intake_easy", "family": "medical_intake", "request": "Something's off with my health.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSomething's off with my health.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the provided tools are necessary for this request. The task is to address a health-related concern, but no specific information is provided. If you can provide more details, I can help you better." }, { "role": "user", "content": "{\"request\": \"Something's off with my health.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Something's off with my health.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "duration": "chronic", "severity": "severe" }, "critical_fields": [ "duration", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 2, "fields_revealed": [] } } ], "elapsed_s": 0.828122615814209 }, { "seed": 10006, "task_id": "medium", "scenario_id": "seed10006_medical_intake_medium", "family": "medical_intake", "request": "Something's off with my health.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSomething's off with my health.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the provided tools are applicable to this request. The user is experiencing a health issue and needs assistance, but the available tools do not include any functionality related to health or medical care." }, { "role": "user", "content": "{\"request\": \"Something's off with my health.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Something's off with my health.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "primary_symptom": "rash", "duration": "chronic", "severity": "severe", "age_band": "teen" }, "critical_fields": [ "age_band", "duration", "primary_symptom", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 4, "fields_revealed": [] } } ], "elapsed_s": 0.7786591053009033 }, { "seed": 10006, "task_id": "hard", "scenario_id": "seed10006_medical_intake_hard", "family": "medical_intake", "request": "I need some help.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI need some help.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are applicable for this request. Please provide more details about what you need." }, { "role": "user", "content": "{\"request\": \"I need some help.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I need some help.", "task_id": "hard", "task_title": "High Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "primary_symptom": "headache", "duration": "1-7 days", "severity": "mild", "age_band": "adult", "medications": "both", "prior_conditions": "diabetes" }, "critical_fields": [ "age_band", "duration", "primary_symptom", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 0.4415302276611328 }, { "seed": 10007, "task_id": "easy", "scenario_id": "seed10007_support_triage_easy", "family": "support_triage", "request": "I need help with an order.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI need help with an order.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the information is provided. Please provide more details about the task." }, { "role": "user", "content": "{\"request\": \"I need help with an order.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Order #1199.\", \"questions_remaining\": 4, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I need help with an order.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #1199.", "questions_remaining": 4, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{\"order_id\": \"Order #1199.\"}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "item_issue": "missing", "refund_or_replace": "unsure", "order_id": "#1199" }, "critical_fields": [ "item_issue", "order_id", "refund_or_replace" ], "required_keys": [ "order_id", "item_issue", "refund_or_replace" ], "submitted_plan": { "order_id": "Order #1199." }, "parse_error": null, "questions_asked": 2, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 0.3482072353363037 }, { "seed": 10007, "task_id": "medium", "scenario_id": "seed10007_support_triage_medium", "family": "support_triage", "request": "There's an issue with my purchase.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nThere's an issue with my purchase.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "get_task_info()" }, { "role": "user", "content": "{\"request\": \"There's an issue with my purchase.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "assistant", "content": "None of the tools are needed. The request is straightforward, and there are no additional questions to ask." }, { "role": "user", "content": "{\"request\": \"There's an issue with my purchase.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Order #1199.\", \"questions_remaining\": 3, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "There's an issue with my purchase.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "There's an issue with my purchase.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 2, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #1199.", "questions_remaining": 3, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "propose_plan", "args": { "plan": "{\"order_id\": \"Order #1199.\"}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "order_id": "#1199", "item_issue": "late", "refund_or_replace": "store-credit", "urgency": "medium", "channel_preferred": "email" }, "critical_fields": [ "item_issue", "order_id", "refund_or_replace", "urgency" ], "required_keys": [ "order_id", "item_issue", "refund_or_replace" ], "submitted_plan": { "order_id": "Order #1199." }, "parse_error": null, "questions_asked": 4, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 0.6009728908538818 }, { "seed": 10007, "task_id": "hard", "scenario_id": "seed10007_support_triage_hard", "family": "support_triage", "request": "There's an issue with my purchase.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nThere's an issue with my purchase.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the above." }, { "role": "user", "content": "{\"request\": \"There's an issue with my purchase.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Order #1199.\", \"questions_remaining\": 0, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "There's an issue with my purchase.", "task_id": "hard", "task_title": "High Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #1199.", "questions_remaining": 0, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{\"order_id\": \"Order #1199.\"}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "order_id": "#1199", "item_issue": "late", "refund_or_replace": "store-credit", "urgency": "medium", "channel_preferred": "email" }, "critical_fields": [ "item_issue", "order_id", "refund_or_replace", "urgency" ], "required_keys": [ "order_id", "item_issue", "refund_or_replace" ], "submitted_plan": { "order_id": "Order #1199." }, "parse_error": null, "questions_asked": 6, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 0.1892843246459961 }, { "seed": 10008, "task_id": "easy", "scenario_id": "seed10008_medical_intake_easy", "family": "medical_intake", "request": "Something's off with my health.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSomething's off with my health.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "get_task_info()" }, { "role": "user", "content": "{\"request\": \"Something's off with my health.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "assistant", "content": "None of the tools are needed for this request. The user simply expressed a concern about their health." }, { "role": "user", "content": "{\"request\": \"Something's off with my health.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Something's off with my health.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Something's off with my health.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 2, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "age_band": "adult", "duration": "chronic", "severity": "mild" }, "critical_fields": [ "age_band", "duration", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 2, "fields_revealed": [] } } ], "elapsed_s": 0.6953458786010742 }, { "seed": 10008, "task_id": "medium", "scenario_id": "seed10008_medical_intake_medium", "family": "medical_intake", "request": "I have a problem.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI have a problem.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools have been used yet. Let me ask what the problem is." }, { "role": "user", "content": "{\"request\": \"I have a problem.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I have a problem.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "primary_symptom": "cough", "duration": "1-7 days", "severity": "severe", "prior_conditions": "none", "medications": "prescription" }, "critical_fields": [ "duration", "primary_symptom", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 4, "fields_revealed": [] } } ], "elapsed_s": 0.41005921363830566 }, { "seed": 10008, "task_id": "hard", "scenario_id": "seed10008_medical_intake_hard", "family": "medical_intake", "request": "I need some help.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI need some help.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are needed. Please provide more details about your request." }, { "role": "user", "content": "{\"request\": \"I need some help.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I need some help.", "task_id": "hard", "task_title": "High Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "primary_symptom": "cough", "duration": "chronic", "severity": "mild", "prior_conditions": "other", "medications": "prescription", "age_band": "adult" }, "critical_fields": [ "age_band", "duration", "primary_symptom", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 0.38587164878845215 }, { "seed": 10009, "task_id": "easy", "scenario_id": "seed10009_support_triage_easy", "family": "support_triage", "request": "I need help with an order.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI need help with an order.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "get_task_info()" }, { "role": "user", "content": "{\"request\": \"I need help with an order.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "assistant", "content": "None of the required information has been provided. Could you please provide more details about the task?" }, { "role": "user", "content": "{\"request\": \"I need help with an order.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Order #9027.\", \"questions_remaining\": 4, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I need help with an order.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I need help with an order.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 2, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #9027.", "questions_remaining": 4, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "propose_plan", "args": { "plan": "{\"order_id\": \"Order #9027.\"}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "refund_or_replace": "refund", "order_id": "#9027" }, "critical_fields": [ "order_id", "refund_or_replace" ], "required_keys": [ "order_id", "item_issue", "refund_or_replace" ], "submitted_plan": { "order_id": "Order #9027." }, "parse_error": null, "questions_asked": 2, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 0.5547072887420654 }, { "seed": 10009, "task_id": "medium", "scenario_id": "seed10009_support_triage_medium", "family": "support_triage", "request": "Something went wrong.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSomething went wrong.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are needed. The user provided a message indicating a problem with their system." }, { "role": "user", "content": "{\"request\": \"Something went wrong.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Order #4521.\", \"questions_remaining\": 3, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Something went wrong.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #4521.", "questions_remaining": 3, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{\"order_id\": \"Order #4521.\"}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "order_id": "#4521", "item_issue": "wrong-item", "refund_or_replace": "unsure", "channel_preferred": "phone" }, "critical_fields": [ "item_issue", "order_id", "refund_or_replace" ], "required_keys": [ "order_id", "item_issue", "refund_or_replace" ], "submitted_plan": { "order_id": "Order #4521." }, "parse_error": null, "questions_asked": 4, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 0.4417243003845215 }, { "seed": 10009, "task_id": "hard", "scenario_id": "seed10009_support_triage_hard", "family": "support_triage", "request": "My order is wrong.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nMy order is wrong.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are needed. The request is clear: \"My order is wrong.\" No further questions or information is required." }, { "role": "user", "content": "{\"request\": \"My order is wrong.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Order #4521.\", \"questions_remaining\": 0, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "My order is wrong.", "task_id": "hard", "task_title": "High Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #4521.", "questions_remaining": 0, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{\"order_id\": \"Order #4521.\"}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "order_id": "#4521", "item_issue": "late", "refund_or_replace": "unsure", "channel_preferred": "phone", "urgency": "medium" }, "critical_fields": [ "item_issue", "order_id", "refund_or_replace", "urgency" ], "required_keys": [ "order_id", "item_issue", "refund_or_replace" ], "submitted_plan": { "order_id": "Order #4521." }, "parse_error": null, "questions_asked": 6, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 0.5746839046478271 }, { "seed": 10010, "task_id": "easy", "scenario_id": "seed10010_event_planning_easy", "family": "event_planning", "request": "Set up a celebration.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSet up a celebration.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are required for this request. Please provide more details so I can assist you better." }, { "role": "user", "content": "{\"request\": \"Set up a celebration.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Set up a celebration.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "event_planning", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "event_type": "anniversary", "guest_count": 10, "date": "next week" }, "critical_fields": [ "date", "event_type", "guest_count" ], "required_keys": [ "event_type", "date", "guest_count", "venue" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 2, "fields_revealed": [] } } ], "elapsed_s": 0.4588663578033447 }, { "seed": 10010, "task_id": "medium", "scenario_id": "seed10010_event_planning_medium", "family": "event_planning", "request": "Set up a celebration.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSet up a celebration.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are needed. The request to set up a celebration can be fulfilled by organizing the steps as per the available resources and time." }, { "role": "user", "content": "{\"request\": \"Set up a celebration.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Set up a celebration.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "event_planning", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "event_type": "anniversary", "date": "this week", "guest_count": 20, "venue": "home", "budget_band": "$2000+" }, "critical_fields": [ "date", "event_type", "guest_count", "venue" ], "required_keys": [ "event_type", "date", "guest_count", "venue" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 4, "fields_revealed": [] } } ], "elapsed_s": 0.6313686370849609 }, { "seed": 10010, "task_id": "hard", "scenario_id": "seed10010_event_planning_hard", "family": "event_planning", "request": "Plan a birthday party.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 0, "format_pass": null, "parse_error": "invalid JSON: Unterminated string starting at", "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nPlan a birthday party.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "get_task_info()" }, { "role": "user", "content": "{\"request\": \"Plan a birthday party.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "assistant", "content": "propose_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Plan a birthday party.", "task_id": "hard", "task_title": "High Ambiguity", "family": "event_planning", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "event_type": "anniversary", "date": "tomorrow", "guest_count": 50, "venue": "home", "budget_band": "<$100", "theme": "casual", "dietary_constraints": "mixed" }, "critical_fields": [ "date", "event_type", "guest_count", "venue" ], "required_keys": [ "event_type", "date", "guest_count", "venue" ], "submitted_plan": null, "parse_error": "invalid JSON: Unterminated string starting at", "questions_asked": 0, "fields_revealed": [] } } ], "elapsed_s": 0.5745251178741455 }, { "seed": 10011, "task_id": "easy", "scenario_id": "seed10011_medical_intake_easy", "family": "medical_intake", "request": "I'm not feeling well.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI'm not feeling well.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the information is available. Please provide more details about what needs to be done." }, { "role": "user", "content": "{\"request\": \"I'm not feeling well.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I'm not feeling well.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "severity": "severe", "duration": "1-4 weeks", "primary_symptom": "cough" }, "critical_fields": [ "duration", "primary_symptom", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 2, "fields_revealed": [] } } ], "elapsed_s": 0.4229869842529297 }, { "seed": 10011, "task_id": "medium", "scenario_id": "seed10011_medical_intake_medium", "family": "medical_intake", "request": "I'm not feeling well.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI'm not feeling well.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are needed. I will inform the user that I am not feeling well." }, { "role": "user", "content": "{\"request\": \"I'm not feeling well.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I'm not feeling well.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "primary_symptom": "cough", "duration": "1-24 hours", "severity": "severe", "medications": "both", "prior_conditions": "hypertension" }, "critical_fields": [ "duration", "primary_symptom", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 4, "fields_revealed": [] } } ], "elapsed_s": 0.4630706310272217 }, { "seed": 10011, "task_id": "hard", "scenario_id": "seed10011_medical_intake_hard", "family": "medical_intake", "request": "I have a problem.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI have a problem.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools have been used yet. Let me ask you what you need." }, { "role": "user", "content": "{\"request\": \"I have a problem.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I have a problem.", "task_id": "hard", "task_title": "High Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "primary_symptom": "pain", "duration": "1-24 hours", "severity": "severe", "medications": "both", "prior_conditions": "hypertension", "age_band": "child" }, "critical_fields": [ "age_band", "duration", "primary_symptom", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 0.4251255989074707 }, { "seed": 10012, "task_id": "easy", "scenario_id": "seed10012_meeting_scheduling_easy", "family": "meeting_scheduling", "request": "Schedule a sync.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSchedule a sync.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are needed. The request is to schedule a sync, and it has been specified that there are 8 steps." }, { "role": "user", "content": "{\"request\": \"Schedule a sync.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Schedule a sync.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "meeting_scheduling", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "participants": "whole team", "duration_minutes": 45, "time": "afternoon" }, "critical_fields": [ "duration_minutes", "participants", "time" ], "required_keys": [ "participants", "date", "time" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 2, "fields_revealed": [] } } ], "elapsed_s": 0.605156421661377 }, { "seed": 10012, "task_id": "medium", "scenario_id": "seed10012_meeting_scheduling_medium", "family": "meeting_scheduling", "request": "Set up a meeting.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSet up a meeting.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the information is needed to set up a meeting. I can proceed with the plan." }, { "role": "user", "content": "{\"request\": \"Set up a meeting.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Set up a meeting.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "meeting_scheduling", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "participants": "whole team", "date": "today", "time": "evening", "duration_minutes": 30, "platform": "google-meet" }, "critical_fields": [ "date", "duration_minutes", "participants", "time" ], "required_keys": [ "participants", "date", "time" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 4, "fields_revealed": [] } } ], "elapsed_s": 0.4614114761352539 }, { "seed": 10012, "task_id": "hard", "scenario_id": "seed10012_meeting_scheduling_hard", "family": "meeting_scheduling", "request": "Set up a meeting.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSet up a meeting.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are needed for this request." }, { "role": "user", "content": "{\"request\": \"Set up a meeting.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Set up a meeting.", "task_id": "hard", "task_title": "High Ambiguity", "family": "meeting_scheduling", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "participants": "whole team", "date": "today", "time": "evening", "duration_minutes": 30, "platform": "google-meet" }, "critical_fields": [ "date", "duration_minutes", "participants", "time" ], "required_keys": [ "participants", "date", "time" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 0.2944023609161377 }, { "seed": 10013, "task_id": "easy", "scenario_id": "seed10013_support_triage_easy", "family": "support_triage", "request": "I need help with an order.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI need help with an order.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "GET the task description again." }, { "role": "user", "content": "{\"request\": \"I need help with an order.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Order #7830.\", \"questions_remaining\": 4, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I need help with an order.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #7830.", "questions_remaining": 4, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{\"order_id\": \"Order #7830.\"}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "order_id": "#7830", "refund_or_replace": "store-credit", "item_issue": "late" }, "critical_fields": [ "item_issue", "order_id", "refund_or_replace" ], "required_keys": [ "order_id", "item_issue", "refund_or_replace" ], "submitted_plan": { "order_id": "Order #7830." }, "parse_error": null, "questions_asked": 2, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 0.19721579551696777 }, { "seed": 10013, "task_id": "medium", "scenario_id": "seed10013_support_triage_medium", "family": "support_triage", "request": "I need help with an order.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI need help with an order.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are needed. I will proceed to propose a plan." }, { "role": "user", "content": "{\"request\": \"I need help with an order.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Order #7830.\", \"questions_remaining\": 3, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I need help with an order.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #7830.", "questions_remaining": 3, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{\"order_id\": \"Order #7830.\"}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "order_id": "#7830", "item_issue": "never-arrived", "refund_or_replace": "store-credit", "urgency": "medium", "channel_preferred": "chat" }, "critical_fields": [ "item_issue", "order_id", "refund_or_replace", "urgency" ], "required_keys": [ "order_id", "item_issue", "refund_or_replace" ], "submitted_plan": { "order_id": "Order #7830." }, "parse_error": null, "questions_asked": 4, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 0.3796994686126709 }, { "seed": 10013, "task_id": "hard", "scenario_id": "seed10013_support_triage_hard", "family": "support_triage", "request": "I need help with an order.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI need help with an order.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the information is provided. Please provide more details about the order you need help with." }, { "role": "user", "content": "{\"request\": \"I need help with an order.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Order #7830.\", \"questions_remaining\": 0, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I need help with an order.", "task_id": "hard", "task_title": "High Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #7830.", "questions_remaining": 0, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{\"order_id\": \"Order #7830.\"}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "order_id": "#7830", "item_issue": "never-arrived", "refund_or_replace": "store-credit", "urgency": "medium", "channel_preferred": "chat" }, "critical_fields": [ "item_issue", "order_id", "refund_or_replace", "urgency" ], "required_keys": [ "order_id", "item_issue", "refund_or_replace" ], "submitted_plan": { "order_id": "Order #7830." }, "parse_error": null, "questions_asked": 6, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 0.49378108978271484 }, { "seed": 10014, "task_id": "easy", "scenario_id": "seed10014_meeting_scheduling_easy", "family": "meeting_scheduling", "request": "Set up a meeting.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSet up a meeting.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are required for the request. I will proceed with setting up the meeting." }, { "role": "user", "content": "{\"request\": \"Set up a meeting.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Set up a meeting.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "meeting_scheduling", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "time": "flexible", "participants": "whole team" }, "critical_fields": [ "participants", "time" ], "required_keys": [ "participants", "date", "time" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 2, "fields_revealed": [] } } ], "elapsed_s": 0.499866247177124 }, { "seed": 10014, "task_id": "medium", "scenario_id": "seed10014_meeting_scheduling_medium", "family": "meeting_scheduling", "request": "Get a call on the calendar.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nGet a call on the calendar.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are needed for the request." }, { "role": "user", "content": "{\"request\": \"Get a call on the calendar.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Get a call on the calendar.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "meeting_scheduling", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "participants": "just me and X", "date": "next week", "time": "morning", "platform": "phone" }, "critical_fields": [ "date", "participants", "time" ], "required_keys": [ "participants", "date", "time" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 4, "fields_revealed": [] } } ], "elapsed_s": 0.3078944683074951 }, { "seed": 10014, "task_id": "hard", "scenario_id": "seed10014_meeting_scheduling_hard", "family": "meeting_scheduling", "request": "Get a call on the calendar.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nGet a call on the calendar.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are applicable for this request. Please provide more details so I can assist you." }, { "role": "user", "content": "{\"request\": \"Get a call on the calendar.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Get a call on the calendar.", "task_id": "hard", "task_title": "High Ambiguity", "family": "meeting_scheduling", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "participants": "external client", "date": "today", "time": "flexible", "platform": "google-meet", "duration_minutes": 30 }, "critical_fields": [ "date", "duration_minutes", "participants", "time" ], "required_keys": [ "participants", "date", "time" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 0.5463778972625732 }, { "seed": 10015, "task_id": "easy", "scenario_id": "seed10015_medical_intake_easy", "family": "medical_intake", "request": "Something's off with my health.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSomething's off with my health.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "get_task_info()" }, { "role": "user", "content": "{\"request\": \"Something's off with my health.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "assistant", "content": "None of the tools are needed. The request is straightforward and the task is already satisfied." }, { "role": "user", "content": "{\"request\": \"Something's off with my health.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Something's off with my health.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Something's off with my health.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 2, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "age_band": "teen", "duration": "chronic" }, "critical_fields": [ "age_band", "duration" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 2, "fields_revealed": [] } } ], "elapsed_s": 0.5505630970001221 }, { "seed": 10015, "task_id": "medium", "scenario_id": "seed10015_medical_intake_medium", "family": "medical_intake", "request": "Something's off with my health.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSomething's off with my health.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are required. The user is just expressing concern about their health." }, { "role": "user", "content": "{\"request\": \"Something's off with my health.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Something's off with my health.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "primary_symptom": "nausea", "duration": "chronic", "severity": "moderate", "medications": "otc" }, "critical_fields": [ "duration", "primary_symptom", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 4, "fields_revealed": [] } } ], "elapsed_s": 0.39765191078186035 }, { "seed": 10015, "task_id": "hard", "scenario_id": "seed10015_medical_intake_hard", "family": "medical_intake", "request": "Something's off with my health.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSomething's off with my health.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the provided tools can be used directly to answer the user's request. However, I can ask clarifying questions if needed to better understand the context of the health issue." }, { "role": "user", "content": "{\"request\": \"Something's off with my health.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Something's off with my health.", "task_id": "hard", "task_title": "High Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "primary_symptom": "fever", "duration": "chronic", "severity": "mild", "medications": "otc", "prior_conditions": "none", "age_band": "child" }, "critical_fields": [ "age_band", "duration", "primary_symptom", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 0.7662463188171387 }, { "seed": 10016, "task_id": "easy", "scenario_id": "seed10016_meeting_scheduling_easy", "family": "meeting_scheduling", "request": "Get a call on the calendar.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nGet a call on the calendar.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the above tools are needed. The request to \"Get a call on the calendar\" is to schedule a call, but the available tools are not relevant. However, if you need to confirm the task or set up the plan, I can help with that. Would you like to proceed with confirming the task or setting up a plan?" }, { "role": "user", "content": "{\"request\": \"Get a call on the calendar.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Get a call on the calendar.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "meeting_scheduling", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "participants": "just me and X", "time": "evening", "duration_minutes": 90 }, "critical_fields": [ "duration_minutes", "participants", "time" ], "required_keys": [ "participants", "date", "time" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 2, "fields_revealed": [] } } ], "elapsed_s": 1.3879940509796143 }, { "seed": 10016, "task_id": "medium", "scenario_id": "seed10016_meeting_scheduling_medium", "family": "meeting_scheduling", "request": "Schedule a sync.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 0, "format_pass": null, "parse_error": "invalid JSON: Unterminated string starting at", "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSchedule a sync.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "get_task_info()" }, { "role": "user", "content": "{\"request\": \"Schedule a sync.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "assistant", "content": "propose_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Schedule a sync.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "meeting_scheduling", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "participants": "just me and X", "date": "this week", "time": "evening", "duration_minutes": 30, "platform": "google-meet" }, "critical_fields": [ "date", "duration_minutes", "participants", "time" ], "required_keys": [ "participants", "date", "time" ], "submitted_plan": null, "parse_error": "invalid JSON: Unterminated string starting at", "questions_asked": 0, "fields_revealed": [] } } ], "elapsed_s": 0.541414737701416 } ] }