{ "summary": { "model": "Qwen/Qwen3-1.7B", "mode": "api", "scenarios_total": 50, "elapsed_s": 156.11576533317566, "avg_score": 0.0, "avg_questions": 4.94, "format_pass_rate": 0.0, "completion_rate": 0.0 }, "config": { "mode": "api", "model": "Qwen/Qwen3-1.7B", "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the theme of the celebration?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date of the celebration?\"}" }, { "role": "user", "content": "{\"answer\": \"today.\", \"questions_remaining\": 4, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"How many guests are expected?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the celebration?\"}" }, { "role": "user", "content": "{\"answer\": \"At a office.\", \"questions_remaining\": 2, \"field_revealed\": \"venue\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the celebration?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"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": "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 theme of the celebration?" }, "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 is the date of the celebration?" }, "reward": 0.05, "done": false, "result": { "answer": "today.", "questions_remaining": 4, "field_revealed": "date", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "How many guests are expected?" }, "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 location of the celebration?" }, "reward": 0.05, "done": false, "result": { "answer": "At a office.", "questions_remaining": 2, "field_revealed": "venue", "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the budget for the celebration?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "date", "venue" ] } } ], "elapsed_s": 4.352880477905273 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the birthday party?\"}" }, { "role": "user", "content": "{\"answer\": \"Budget around $500-2000.\", \"questions_remaining\": 5, \"field_revealed\": \"budget_band\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Who is the guest of honor?\"}" }, { "role": "user", "content": "{\"answer\": \"About 5 people.\", \"questions_remaining\": 4, \"field_revealed\": \"guest_count\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred venue type?\"}" }, { "role": "user", "content": "{\"answer\": \"At a office.\", \"questions_remaining\": 3, \"field_revealed\": \"venue\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred cuisine?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred activity or theme?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"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": "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 budget for the birthday party?" }, "reward": 0.05, "done": false, "result": { "answer": "Budget around $500-2000.", "questions_remaining": 5, "field_revealed": "budget_band", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Who is the guest of honor?" }, "reward": 0.05, "done": false, "result": { "answer": "About 5 people.", "questions_remaining": 4, "field_revealed": "guest_count", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the preferred venue type?" }, "reward": 0.05, "done": false, "result": { "answer": "At a office.", "questions_remaining": 3, "field_revealed": "venue", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the preferred cuisine?" }, "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 preferred activity or theme?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "budget_band", "guest_count", "venue" ] } } ], "elapsed_s": 2.995244264602661 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the birthday party?\"}" }, { "role": "user", "content": "{\"answer\": \"Budget around $100-500.\", \"questions_remaining\": 5, \"field_revealed\": \"budget_band\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Who is the guest list?\"}" }, { "role": "user", "content": "{\"answer\": \"About 100 people.\", \"questions_remaining\": 4, \"field_revealed\": \"guest_count\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the theme of the birthday party?\"}" }, { "role": "user", "content": "{\"answer\": \"surprise.\", \"questions_remaining\": 3, \"field_revealed\": \"theme\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date of the birthday party?\"}" }, { "role": "user", "content": "{\"answer\": \"this week.\", \"questions_remaining\": 2, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the name of the birthday person?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"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": "ask_question", "args": { "question": "What is the budget for the birthday party?" }, "reward": 0.05, "done": false, "result": { "answer": "Budget around $100-500.", "questions_remaining": 5, "field_revealed": "budget_band", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Who is the guest list?" }, "reward": 0.05, "done": false, "result": { "answer": "About 100 people.", "questions_remaining": 4, "field_revealed": "guest_count", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the theme of the birthday party?" }, "reward": 0.05, "done": false, "result": { "answer": "surprise.", "questions_remaining": 3, "field_revealed": "theme", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the date of the birthday party?" }, "reward": 0.05, "done": false, "result": { "answer": "this week.", "questions_remaining": 2, "field_revealed": "date", "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the name of the birthday person?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "budget_band", "date", "guest_count", "theme" ] } } ], "elapsed_s": 3.0758841037750244 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the correct item you received?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the correct item you received?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the correct item you received?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the correct item you received?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the correct item you received?\"}" }, { "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": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 correct item you received?" }, "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 is the correct item you received?" }, "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 correct item you received?" }, "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": "What is the correct item you received?" }, "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 correct item you received?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [] } } ], "elapsed_s": 3.0332298278808594 }, { "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": 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 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the correct item you received?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the reason for the order being wrong?\"}" }, { "role": "user", "content": "{\"answer\": \"never-arrived.\", \"questions_remaining\": 4, \"field_revealed\": \"item_issue\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 correct item you received?" }, "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 is the reason for the order being wrong?" }, "reward": 0.05, "done": false, "result": { "answer": "never-arrived.", "questions_remaining": 4, "field_revealed": "item_issue", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 2, "fields_revealed": [ "item_issue" ] } } ], "elapsed_s": 1.7384333610534668 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "TOOL: ask_question\nARGS: {\"question\": \"What is the nature of the issue with your purchase?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the product name or number related to your purchase?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"When did you make the purchase?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the reason for the issue with your purchase?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Do you have any additional information about the issue?\"}" }, { "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": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 nature of the issue with your purchase?" }, "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 is the product name or number related to your purchase?" }, "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": "When did you make the purchase?" }, "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": "What is the reason for the issue with your purchase?" }, "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": "Do you have any additional information about the issue?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [] } } ], "elapsed_s": 3.222181558609009 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date and time of the sync?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the duration of the sync?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Who is participating in the sync?\"}" }, { "role": "user", "content": "{\"answer\": \"whole team.\", \"questions_remaining\": 3, \"field_revealed\": \"participants\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the purpose of the sync?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the priority level of the sync?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"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": "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 date and time of the sync?" }, "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 is the duration of the sync?" }, "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": "Who is participating in the sync?" }, "reward": 0.05, "done": false, "result": { "answer": "whole team.", "questions_remaining": 3, "field_revealed": "participants", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the purpose of the sync?" }, "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 priority level of the sync?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "participants" ] } } ], "elapsed_s": 3.167224407196045 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date and time of the meeting?\"}" }, { "role": "user", "content": "{\"answer\": \"this week.\", \"questions_remaining\": 5, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the time of the meeting?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Who should be invited to the meeting?\"}" }, { "role": "user", "content": "{\"answer\": \"whole team.\", \"questions_remaining\": 3, \"field_revealed\": \"participants\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the purpose of the meeting?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the meeting?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"meeting_scheduling\\\", \\\"scale\\\": \\\"whole team\\\"}\"}" } ], "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 date and time of the meeting?" }, "reward": 0.05, "done": false, "result": { "answer": "this week.", "questions_remaining": 5, "field_revealed": "date", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What is the time of the meeting?" }, "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": "Who should be invited to the meeting?" }, "reward": 0.05, "done": false, "result": { "answer": "whole team.", "questions_remaining": 3, "field_revealed": "participants", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the purpose of the meeting?" }, "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 location of the meeting?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"meeting_scheduling\", \"scale\": \"whole team\"}" }, "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": { "stack": "meeting_scheduling", "scale": "whole team" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "date", "participants" ] } } ], "elapsed_s": 3.006574869155884 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What time would you like to schedule the call?\"}" }, { "role": "user", "content": "{\"answer\": \"evening.\", \"questions_remaining\": 5, \"field_revealed\": \"time\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Where would you like to schedule the call?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Who would like to be the host of the call?\"}" }, { "role": "user", "content": "{\"answer\": \"leadership.\", \"questions_remaining\": 3, \"field_revealed\": \"participants\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the duration of the call?\"}" }, { "role": "user", "content": "{\"answer\": \"30 minutes.\", \"questions_remaining\": 2, \"field_revealed\": \"duration_minutes\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the call?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 time would you like to schedule the call?" }, "reward": 0.05, "done": false, "result": { "answer": "evening.", "questions_remaining": 5, "field_revealed": "time", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Where would you like to schedule the call?" }, "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": "Who would like to be the host of the call?" }, "reward": 0.05, "done": false, "result": { "answer": "leadership.", "questions_remaining": 3, "field_revealed": "participants", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the duration of the call?" }, "reward": 0.05, "done": false, "result": { "answer": "30 minutes.", "questions_remaining": 2, "field_revealed": "duration_minutes", "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the location of the call?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "duration_minutes", "participants", "time" ] } } ], "elapsed_s": 3.107130765914917 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the specific issue you're facing?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the context or scenario you're describing?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the expected outcome or goal?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the deadline or timeframe for this task?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the resource or tool you need?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 specific issue you're facing?" }, "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 is the context or scenario you're describing?" }, "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 expected outcome or goal?" }, "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 deadline or timeframe for this task?" }, "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 resource or tool you need?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [] } } ], "elapsed_s": 3.1401278972625732 }, { "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": 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 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the specific goal or objective of the task?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the target audience or users for the task?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the time frame or duration of the task?\"}" }, { "role": "user", "content": "{\"answer\": \"About 1-4 weeks.\", \"questions_remaining\": 3, \"field_revealed\": \"duration\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget allocated for this task?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the priority level of this task?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the main objective of the task?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 specific goal or objective of the task?" }, "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 is the target audience or users for the task?" }, "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 time frame or duration of the task?" }, "reward": 0.05, "done": false, "result": { "answer": "About 1-4 weeks.", "questions_remaining": 3, "field_revealed": "duration", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the budget allocated for this task?" }, "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 priority level of this task?" }, "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": "What is the main objective of the task?" }, "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": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 6, "fields_revealed": [ "duration" ] } } ], "elapsed_s": 3.6507861614227295 }, { "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the specific goal of the task?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the target audience for the task?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the time frame for the task?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the task?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the priority level of the task?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the main objective of the task?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 specific goal of the task?" }, "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 is the target audience for the task?" }, "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 time frame for the task?" }, "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 budget for the task?" }, "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 priority level of the task?" }, "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": "What is the main objective of the task?" }, "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": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 3.5524168014526367 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the birthday party?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the theme or style of the birthday party?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the number of guests?\"}" }, { "role": "user", "content": "{\"answer\": \"About 100 people.\", \"questions_remaining\": 3, \"field_revealed\": \"guest_count\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred date for the birthday party?\"}" }, { "role": "user", "content": "{\"answer\": \"today.\", \"questions_remaining\": 2, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred location for the birthday party?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"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": "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 budget for the birthday party?" }, "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 is the theme or style of the birthday party?" }, "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 number of guests?" }, "reward": 0.05, "done": false, "result": { "answer": "About 100 people.", "questions_remaining": 3, "field_revealed": "guest_count", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the preferred date for the birthday party?" }, "reward": 0.05, "done": false, "result": { "answer": "today.", "questions_remaining": 2, "field_revealed": "date", "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the preferred location for the birthday party?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "date", "guest_count" ] } } ], "elapsed_s": 3.4006025791168213 }, { "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": 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 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the birthday party?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Who are the guests?\"}" }, { "role": "user", "content": "{\"answer\": \"About 50 people.\", \"questions_remaining\": 4, \"field_revealed\": \"guest_count\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the theme or style of the party?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date of the party?\"}" }, { "role": "user", "content": "{\"answer\": \"this week.\", \"questions_remaining\": 2, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the party?\"}" }, { "role": "user", "content": "{\"answer\": \"At a restaurant.\", \"questions_remaining\": 1, \"field_revealed\": \"venue\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred type of food or drinks?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"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": "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 budget for the birthday party?" }, "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": "Who are the guests?" }, "reward": 0.05, "done": false, "result": { "answer": "About 50 people.", "questions_remaining": 4, "field_revealed": "guest_count", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the theme or style of the party?" }, "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 date of the party?" }, "reward": 0.05, "done": false, "result": { "answer": "this week.", "questions_remaining": 2, "field_revealed": "date", "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the location of the party?" }, "reward": 0.05, "done": false, "result": { "answer": "At a restaurant.", "questions_remaining": 1, "field_revealed": "venue", "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "What is the preferred type of food or drinks?" }, "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": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 6, "fields_revealed": [ "date", "guest_count", "venue" ] } } ], "elapsed_s": 3.8138694763183594 }, { "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": 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:\nOrganize a team event.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "TOOL: get_task_info\nARGS: {}" }, { "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": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the event?\"}" }, { "role": "user", "content": "{\"answer\": \"Budget around <$100.\", \"questions_remaining\": 5, \"field_revealed\": \"budget_band\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Who are the team members involved in the event?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the event's theme or style?\"}" }, { "role": "user", "content": "{\"answer\": \"themed.\", \"questions_remaining\": 3, \"field_revealed\": \"theme\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the event's duration?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the event's location?\"}" }, { "role": "user", "content": "{\"answer\": \"At a home.\", \"questions_remaining\": 1, \"field_revealed\": \"venue\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the event's date?\"}" }, { "role": "user", "content": "{\"answer\": \"today.\", \"questions_remaining\": 0, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"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": "ask_question", "args": { "question": "What is the budget for the event?" }, "reward": 0.05, "done": false, "result": { "answer": "Budget around <$100.", "questions_remaining": 5, "field_revealed": "budget_band", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Who are the team members involved in the event?" }, "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 event's theme or style?" }, "reward": 0.05, "done": false, "result": { "answer": "themed.", "questions_remaining": 3, "field_revealed": "theme", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the event's duration?" }, "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 event's location?" }, "reward": 0.05, "done": false, "result": { "answer": "At a home.", "questions_remaining": 1, "field_revealed": "venue", "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "What is the event's date?" }, "reward": 0.05, "done": false, "result": { "answer": "today.", "questions_remaining": 0, "field_revealed": "date", "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 6, "fields_revealed": [ "budget_band", "date", "theme", "venue" ] } } ], "elapsed_s": 3.8750498294830322 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the theme of the celebration?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Who are the guests?\"}" }, { "role": "user", "content": "{\"answer\": \"About 5 people.\", \"questions_remaining\": 4, \"field_revealed\": \"guest_count\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date of the celebration?\"}" }, { "role": "user", "content": "{\"answer\": \"this week.\", \"questions_remaining\": 3, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the celebration?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the occasion of the celebration?\"}" }, { "role": "user", "content": "{\"answer\": \"A anniversary.\", \"questions_remaining\": 1, \"field_revealed\": \"event_type\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"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": "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 theme of the celebration?" }, "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": "Who are the guests?" }, "reward": 0.05, "done": false, "result": { "answer": "About 5 people.", "questions_remaining": 4, "field_revealed": "guest_count", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the date of the celebration?" }, "reward": 0.05, "done": false, "result": { "answer": "this week.", "questions_remaining": 3, "field_revealed": "date", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the location of the celebration?" }, "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 occasion of the celebration?" }, "reward": 0.05, "done": false, "result": { "answer": "A anniversary.", "questions_remaining": 1, "field_revealed": "event_type", "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "date", "event_type", "guest_count" ] } } ], "elapsed_s": 3.391810178756714 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "TOOL: ask_question\nARGS: {\"question\": \"What is the theme of the celebration?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Who are the guests?\"}" }, { "role": "user", "content": "{\"answer\": \"About 20 people.\", \"questions_remaining\": 4, \"field_revealed\": \"guest_count\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date of the celebration?\"}" }, { "role": "user", "content": "{\"answer\": \"next week.\", \"questions_remaining\": 3, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the celebration?\"}" }, { "role": "user", "content": "{\"answer\": \"At a restaurant.\", \"questions_remaining\": 2, \"field_revealed\": \"venue\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the celebration?\"}" }, { "role": "user", "content": "{\"answer\": \"Budget around $500-2000.\", \"questions_remaining\": 1, \"field_revealed\": \"budget_band\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"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": "ask_question", "args": { "question": "What is the theme of the celebration?" }, "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": "Who are the guests?" }, "reward": 0.05, "done": false, "result": { "answer": "About 20 people.", "questions_remaining": 4, "field_revealed": "guest_count", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the date of the celebration?" }, "reward": 0.05, "done": false, "result": { "answer": "next week.", "questions_remaining": 3, "field_revealed": "date", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the location of the celebration?" }, "reward": 0.05, "done": false, "result": { "answer": "At a restaurant.", "questions_remaining": 2, "field_revealed": "venue", "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the budget for the celebration?" }, "reward": 0.05, "done": false, "result": { "answer": "Budget around $500-2000.", "questions_remaining": 1, "field_revealed": "budget_band", "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "budget_band", "date", "guest_count", "venue" ] } } ], "elapsed_s": 3.4210832118988037 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the birthday party?\"}" }, { "role": "user", "content": "{\"answer\": \"Budget around <$100.\", \"questions_remaining\": 5, \"field_revealed\": \"budget_band\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Who is the guest list?\"}" }, { "role": "user", "content": "{\"answer\": \"About 20 people.\", \"questions_remaining\": 4, \"field_revealed\": \"guest_count\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the theme or style of the party?\"}" }, { "role": "user", "content": "{\"answer\": \"themed.\", \"questions_remaining\": 3, \"field_revealed\": \"theme\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred cuisine or food preference?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred color scheme or decoration style?\"}" }, { "role": "user", "content": "{\"answer\": \"themed.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": true, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"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": "ask_question", "args": { "question": "What is the budget for the birthday party?" }, "reward": 0.05, "done": false, "result": { "answer": "Budget around <$100.", "questions_remaining": 5, "field_revealed": "budget_band", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Who is the guest list?" }, "reward": 0.05, "done": false, "result": { "answer": "About 20 people.", "questions_remaining": 4, "field_revealed": "guest_count", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the theme or style of the party?" }, "reward": 0.05, "done": false, "result": { "answer": "themed.", "questions_remaining": 3, "field_revealed": "theme", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the preferred cuisine or food preference?" }, "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 preferred color scheme or decoration style?" }, "reward": -0.02, "done": false, "result": { "answer": "themed.", "questions_remaining": 1, "field_revealed": null, "duplicate": true, "over_cap": false } }, { "step": 6, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "budget_band", "guest_count", "theme" ] } } ], "elapsed_s": 3.1932170391082764 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "TOOL: ask_question\nARGS: {\"question\": \"What specific symptoms are you experiencing?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Are there any other symptoms you would like to mention?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Have you been experiencing any changes in your routine or lifestyle recently?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Have you had any recent stress or emotional changes?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Have you been experiencing any fatigue or weakness?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 specific symptoms are you experiencing?" }, "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": "Are there any other symptoms you would like to mention?" }, "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": "Have you been experiencing any changes in your routine or lifestyle recently?" }, "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": "Have you had any recent stress or emotional changes?" }, "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": "Have you been experiencing any fatigue or weakness?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [] } } ], "elapsed_s": 3.2829437255859375 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What specific symptoms are you experiencing?\"}" }, { "role": "user", "content": "{\"answer\": \"It's a rash.\", \"questions_remaining\": 5, \"field_revealed\": \"primary_symptom\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Are there any other symptoms along with the rash?\"}" }, { "role": "user", "content": "{\"answer\": \"It's a rash.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": true, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Is the rash itchy or red?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the rash?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the duration of the rash?\"}" }, { "role": "user", "content": "{\"answer\": \"About chronic.\", \"questions_remaining\": 1, \"field_revealed\": \"duration\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 specific symptoms are you experiencing?" }, "reward": 0.05, "done": false, "result": { "answer": "It's a rash.", "questions_remaining": 5, "field_revealed": "primary_symptom", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Are there any other symptoms along with the rash?" }, "reward": -0.02, "done": false, "result": { "answer": "It's a rash.", "questions_remaining": 4, "field_revealed": null, "duplicate": true, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Is the rash itchy or red?" }, "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 location of the rash?" }, "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 duration of the rash?" }, "reward": 0.05, "done": false, "result": { "answer": "About chronic.", "questions_remaining": 1, "field_revealed": "duration", "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "duration", "primary_symptom" ] } } ], "elapsed_s": 2.9897093772888184 }, { "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the specific task or goal you need help with?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the deadline for completion?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred format or medium for the task?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the required level of detail or specificity for the task?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the main objective or goal of the task?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the main objective or goal of the task?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 specific task or goal you need help with?" }, "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 is the deadline for completion?" }, "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 preferred format or medium for the task?" }, "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 required level of detail or specificity for the task?" }, "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 main objective or goal of the task?" }, "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": "What is the main objective or goal of the task?" }, "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": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 3.7527432441711426 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "TOOL: ask_question\nARGS: {\"question\": \"What is the order number?\"}" }, { "role": "user", "content": "{\"answer\": \"Order #1199.\", \"questions_remaining\": 5, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the product or service being ordered?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the expected delivery date?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the customer's name?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the customer's contact information?\"}" }, { "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": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 order number?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #1199.", "questions_remaining": 5, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What is the product or service being ordered?" }, "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 expected delivery date?" }, "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": "What is the customer's name?" }, "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 customer's contact information?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 3.0017170906066895 }, { "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "TOOL: ask_question\nARGS: {\"question\": \"What is the nature of the issue with your purchase?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What specific product or service is involved in the issue?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"When did the issue occur?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the expected outcome or resolution for the issue?\"}" }, { "role": "user", "content": "{\"answer\": \"I'd prefer a store-credit.\", \"questions_remaining\": 2, \"field_revealed\": \"refund_or_replace\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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": "ask_question", "args": { "question": "What is the nature of the issue with your purchase?" }, "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 specific product or service is involved in the issue?" }, "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": "When did the issue occur?" }, "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": "What is the expected outcome or resolution for the issue?" }, "reward": 0.05, "done": false, "result": { "answer": "I'd prefer a store-credit.", "questions_remaining": 2, "field_revealed": "refund_or_replace", "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 4, "fields_revealed": [ "refund_or_replace" ] } } ], "elapsed_s": 2.6756861209869385 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "TOOL: ask_question\nARGS: {\"question\": \"What is the nature of the issue with your purchase?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the product name or number associated with the issue?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date of the purchase?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the contact information of the person who made the purchase?\"}" }, { "role": "user", "content": "{\"answer\": \"Please reach me by email.\", \"questions_remaining\": 2, \"field_revealed\": \"channel_preferred\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred communication channel for resolving the issue?\"}" }, { "role": "user", "content": "{\"answer\": \"Please reach me by email.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": true, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 nature of the issue with your purchase?" }, "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 is the product name or number associated with the issue?" }, "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 date of the purchase?" }, "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": "What is the contact information of the person who made the purchase?" }, "reward": 0.05, "done": false, "result": { "answer": "Please reach me by email.", "questions_remaining": 2, "field_revealed": "channel_preferred", "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the preferred communication channel for resolving the issue?" }, "reward": -0.02, "done": false, "result": { "answer": "Please reach me by email.", "questions_remaining": 1, "field_revealed": null, "duplicate": true, "over_cap": false } }, { "step": 6, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "channel_preferred" ] } } ], "elapsed_s": 3.2553963661193848 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "TOOL: ask_question\nARGS: {\"question\": \"What specific symptoms are you experiencing?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Are there any specific symptoms you're experiencing?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Have you experienced any other symptoms besides what you mentioned?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Have you experienced any unusual fatigue or loss of appetite?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Have you experienced any other unusual symptoms?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 specific symptoms are you experiencing?" }, "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": "Are there any specific symptoms you're experiencing?" }, "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": "Have you experienced any other symptoms besides what you mentioned?" }, "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": "Have you experienced any unusual fatigue or loss of appetite?" }, "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": "Have you experienced any other unusual symptoms?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [] } } ], "elapsed_s": 3.1326816082000732 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the specific issue you're facing?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Can you provide more details about the problem?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the context or scenario in which this problem occurs?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What are the specific steps you are taking to resolve this issue?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What are the expected outcomes or goals for this issue?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 specific issue you're facing?" }, "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": "Can you provide more details about the problem?" }, "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 context or scenario in which this problem occurs?" }, "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 are the specific steps you are taking to resolve this issue?" }, "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 are the expected outcomes or goals for this issue?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [] } } ], "elapsed_s": 3.2532460689544678 }, { "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the specific goal or outcome of the task?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the target audience or user base?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the deadline for completion?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget constraint for this task?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred format or medium for the task?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the main objective or purpose of the task?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 specific goal or outcome of the task?" }, "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 is the target audience or user base?" }, "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 deadline for completion?" }, "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 budget constraint for this task?" }, "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 preferred format or medium for the task?" }, "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": "What is the main objective or purpose of the task?" }, "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": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 3.605531930923462 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "TOOL: ask_question\nARGS: {\"question\": \"What is the order number?\"}" }, { "role": "user", "content": "{\"answer\": \"Order #9027.\", \"questions_remaining\": 5, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the product or service being ordered?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the quantity or units of the order?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the delivery date or time?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the payment method?\"}" }, { "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": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 order number?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #9027.", "questions_remaining": 5, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What is the product or service being ordered?" }, "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 quantity or units of the order?" }, "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": "What is the delivery date or time?" }, "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 payment method?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 2.9996912479400635 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the nature of the error?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the context in which this error occurred?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the specific error message or code?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the affected system or component?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the expected behavior versus the actual behavior?\"}" }, { "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": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 nature of the error?" }, "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 is the context in which this error occurred?" }, "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 specific error message or code?" }, "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": "What is the affected system or component?" }, "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 expected behavior versus the actual behavior?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [] } } ], "elapsed_s": 3.08298397064209 }, { "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": 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 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the correct item you received?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the expected item for the order?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the order number or reference for the item you received?\"}" }, { "role": "user", "content": "{\"answer\": \"Order #4521.\", \"questions_remaining\": 3, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the expected order number or reference for the item you received?\"}" }, { "role": "user", "content": "{\"answer\": \"Order #4521.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": true, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 correct item you received?" }, "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 is the expected item for the order?" }, "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 order number or reference for the item you received?" }, "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 expected order number or reference for the item you received?" }, "reward": -0.02, "done": false, "result": { "answer": "Order #4521.", "questions_remaining": 2, "field_revealed": null, "duplicate": true, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 4, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 2.771754026412964 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the celebration?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the theme or style of the celebration?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the number of guests?\"}" }, { "role": "user", "content": "{\"answer\": \"About 10 people.\", \"questions_remaining\": 3, \"field_revealed\": \"guest_count\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the duration of the celebration?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred location for the celebration?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"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": "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 budget for the celebration?" }, "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 is the theme or style of the celebration?" }, "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 number of guests?" }, "reward": 0.05, "done": false, "result": { "answer": "About 10 people.", "questions_remaining": 3, "field_revealed": "guest_count", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the duration of the celebration?" }, "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 preferred location for the celebration?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "guest_count" ] } } ], "elapsed_s": 3.0436270236968994 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "TOOL: ask_question\nARGS: {\"question\": \"What is the theme of the celebration?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Who is the guest list?\"}" }, { "role": "user", "content": "{\"answer\": \"About 20 people.\", \"questions_remaining\": 4, \"field_revealed\": \"guest_count\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date of the celebration?\"}" }, { "role": "user", "content": "{\"answer\": \"this week.\", \"questions_remaining\": 3, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the celebration?\"}" }, { "role": "user", "content": "{\"answer\": \"At a home.\", \"questions_remaining\": 2, \"field_revealed\": \"venue\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the celebration?\"}" }, { "role": "user", "content": "{\"answer\": \"Budget around $2000+.\", \"questions_remaining\": 1, \"field_revealed\": \"budget_band\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"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": "ask_question", "args": { "question": "What is the theme of the celebration?" }, "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": "Who is the guest list?" }, "reward": 0.05, "done": false, "result": { "answer": "About 20 people.", "questions_remaining": 4, "field_revealed": "guest_count", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the date of the celebration?" }, "reward": 0.05, "done": false, "result": { "answer": "this week.", "questions_remaining": 3, "field_revealed": "date", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the location of the celebration?" }, "reward": 0.05, "done": false, "result": { "answer": "At a home.", "questions_remaining": 2, "field_revealed": "venue", "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the budget for the celebration?" }, "reward": 0.05, "done": false, "result": { "answer": "Budget around $2000+.", "questions_remaining": 1, "field_revealed": "budget_band", "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "budget_band", "date", "guest_count", "venue" ] } } ], "elapsed_s": 2.976634979248047 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the birthday party?\"}" }, { "role": "user", "content": "{\"answer\": \"Budget around <$100.\", \"questions_remaining\": 5, \"field_revealed\": \"budget_band\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Who is the guest list?\"}" }, { "role": "user", "content": "{\"answer\": \"About 50 people.\", \"questions_remaining\": 4, \"field_revealed\": \"guest_count\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the theme of the birthday party?\"}" }, { "role": "user", "content": "{\"answer\": \"casual.\", \"questions_remaining\": 3, \"field_revealed\": \"theme\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred cuisine?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred color scheme?\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"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": "ask_question", "args": { "question": "What is the budget for the birthday party?" }, "reward": 0.05, "done": false, "result": { "answer": "Budget around <$100.", "questions_remaining": 5, "field_revealed": "budget_band", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Who is the guest list?" }, "reward": 0.05, "done": false, "result": { "answer": "About 50 people.", "questions_remaining": 4, "field_revealed": "guest_count", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the theme of the birthday party?" }, "reward": 0.05, "done": false, "result": { "answer": "casual.", "questions_remaining": 3, "field_revealed": "theme", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the preferred cuisine?" }, "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 preferred color scheme?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "budget_band", "guest_count", "theme" ] } } ], "elapsed_s": 2.9619972705841064 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the nature of your discomfort?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What specific symptoms are you experiencing?\"}" }, { "role": "user", "content": "{\"answer\": \"It's a cough.\", \"questions_remaining\": 4, \"field_revealed\": \"primary_symptom\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Have you experienced any fever or difficulty breathing?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Have you experienced any fatigue or body aches?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Have you experienced any loss of appetite or nausea?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 nature of your discomfort?" }, "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 specific symptoms are you experiencing?" }, "reward": 0.05, "done": false, "result": { "answer": "It's a cough.", "questions_remaining": 4, "field_revealed": "primary_symptom", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Have you experienced any fever or difficulty breathing?" }, "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": "Have you experienced any fatigue or body aches?" }, "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": "Have you experienced any loss of appetite or nausea?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "primary_symptom" ] } } ], "elapsed_s": 3.070894241333008 }, { "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": 3, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What specific symptoms are you experiencing?\"}" }, { "role": "user", "content": "{\"answer\": \"It's a cough.\", \"questions_remaining\": 5, \"field_revealed\": \"primary_symptom\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Have you been experiencing any fever or difficulty breathing?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Is there any other symptom you would like to mention?\"}" }, { "role": "user", "content": "{\"answer\": \"It's a cough.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": true, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 specific symptoms are you experiencing?" }, "reward": 0.05, "done": false, "result": { "answer": "It's a cough.", "questions_remaining": 5, "field_revealed": "primary_symptom", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Have you been experiencing any fever or difficulty breathing?" }, "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": "Is there any other symptom you would like to mention?" }, "reward": -0.02, "done": false, "result": { "answer": "It's a cough.", "questions_remaining": 3, "field_revealed": null, "duplicate": true, "over_cap": false } }, { "step": 4, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 3, "fields_revealed": [ "primary_symptom" ] } } ], "elapsed_s": 2.2260284423828125 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the specific problem you are facing?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Can you provide more details about the problem?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the context or scenario in which this problem occurs?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Are there any specific symptoms or indicators you would like to mention?\"}" }, { "role": "user", "content": "{\"answer\": \"It's a pain.\", \"questions_remaining\": 2, \"field_revealed\": \"primary_symptom\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Is there any additional information you would like to provide?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 specific problem you are facing?" }, "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": "Can you provide more details about the problem?" }, "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 context or scenario in which this problem occurs?" }, "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": "Are there any specific symptoms or indicators you would like to mention?" }, "reward": 0.05, "done": false, "result": { "answer": "It's a pain.", "questions_remaining": 2, "field_revealed": "primary_symptom", "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "Is there any additional information you would like to provide?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "primary_symptom" ] } } ], "elapsed_s": 3.231724739074707 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date and time of the sync?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Who is participating in the sync?\"}" }, { "role": "user", "content": "{\"answer\": \"whole team.\", \"questions_remaining\": 4, \"field_revealed\": \"participants\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the purpose of the sync?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the length of the sync?\"}" }, { "role": "user", "content": "{\"answer\": \"45 minutes.\", \"questions_remaining\": 2, \"field_revealed\": \"duration_minutes\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the sync?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"webex\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 date and time of the sync?" }, "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": "Who is participating in the sync?" }, "reward": 0.05, "done": false, "result": { "answer": "whole team.", "questions_remaining": 4, "field_revealed": "participants", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the purpose of the sync?" }, "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 length of the sync?" }, "reward": 0.05, "done": false, "result": { "answer": "45 minutes.", "questions_remaining": 2, "field_revealed": "duration_minutes", "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the location of the sync?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"webex\", \"scale\": \"1k users\"}" }, "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": { "stack": "webex", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "duration_minutes", "participants" ] } } ], "elapsed_s": 2.959439277648926 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date and time of the meeting?\"}" }, { "role": "user", "content": "{\"answer\": \"today.\", \"questions_remaining\": 5, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Who are the attendees?\"}" }, { "role": "user", "content": "{\"answer\": \"whole team.\", \"questions_remaining\": 4, \"field_revealed\": \"participants\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the purpose of the meeting?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the duration of the meeting?\"}" }, { "role": "user", "content": "{\"answer\": \"30 minutes.\", \"questions_remaining\": 2, \"field_revealed\": \"duration_minutes\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the meeting?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"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 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 date and time of the meeting?" }, "reward": 0.05, "done": false, "result": { "answer": "today.", "questions_remaining": 5, "field_revealed": "date", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Who are the attendees?" }, "reward": 0.05, "done": false, "result": { "answer": "whole team.", "questions_remaining": 4, "field_revealed": "participants", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the purpose of the meeting?" }, "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 duration of the meeting?" }, "reward": 0.05, "done": false, "result": { "answer": "30 minutes.", "questions_remaining": 2, "field_revealed": "duration_minutes", "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the location of the meeting?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "date", "duration_minutes", "participants" ] } } ], "elapsed_s": 2.9733023643493652 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date and time of the meeting?\"}" }, { "role": "user", "content": "{\"answer\": \"today.\", \"questions_remaining\": 5, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Who are the attendees?\"}" }, { "role": "user", "content": "{\"answer\": \"whole team.\", \"questions_remaining\": 4, \"field_revealed\": \"participants\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the purpose of the meeting?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the duration of the meeting?\"}" }, { "role": "user", "content": "{\"answer\": \"30 minutes.\", \"questions_remaining\": 2, \"field_revealed\": \"duration_minutes\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the meeting?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"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 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 date and time of the meeting?" }, "reward": 0.05, "done": false, "result": { "answer": "today.", "questions_remaining": 5, "field_revealed": "date", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Who are the attendees?" }, "reward": 0.05, "done": false, "result": { "answer": "whole team.", "questions_remaining": 4, "field_revealed": "participants", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the purpose of the meeting?" }, "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 duration of the meeting?" }, "reward": 0.05, "done": false, "result": { "answer": "30 minutes.", "questions_remaining": 2, "field_revealed": "duration_minutes", "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the location of the meeting?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "date", "duration_minutes", "participants" ] } } ], "elapsed_s": 2.987744092941284 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "TOOL: ask_question\nARGS: {\"question\": \"What is the order number?\"}" }, { "role": "user", "content": "{\"answer\": \"Order #7830.\", \"questions_remaining\": 5, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the product or service being ordered?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the expected delivery date?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the customer's name?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the customer's contact information?\"}" }, { "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": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 order number?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #7830.", "questions_remaining": 5, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What is the product or service being ordered?" }, "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 expected delivery date?" }, "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": "What is the customer's name?" }, "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 customer's contact information?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 2.9234373569488525 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the order number?\"}" }, { "role": "user", "content": "{\"answer\": \"Order #7830.\", \"questions_remaining\": 5, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the product or service being ordered?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the expected delivery date?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the customer's name?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the customer's contact information?\"}" }, { "role": "user", "content": "{\"answer\": \"Please reach me by chat.\", \"questions_remaining\": 1, \"field_revealed\": \"channel_preferred\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 order number?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #7830.", "questions_remaining": 5, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What is the product or service being ordered?" }, "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 expected delivery date?" }, "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": "What is the customer's name?" }, "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 customer's contact information?" }, "reward": 0.05, "done": false, "result": { "answer": "Please reach me by chat.", "questions_remaining": 1, "field_revealed": "channel_preferred", "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "channel_preferred", "order_id" ] } } ], "elapsed_s": 2.9074926376342773 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the order number?\"}" }, { "role": "user", "content": "{\"answer\": \"Order #7830.\", \"questions_remaining\": 5, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the customer's name?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the customer's name?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the customer's name?\"}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the customer's name?\"}" }, { "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": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 order number?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #7830.", "questions_remaining": 5, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What is the customer's name?" }, "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 customer's name?" }, "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": "What is the customer's name?" }, "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 customer's name?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 2.875108480453491 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date and time of the meeting?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Who are the participants?\"}" }, { "role": "user", "content": "{\"answer\": \"whole team.\", \"questions_remaining\": 4, \"field_revealed\": \"participants\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the purpose of the meeting?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the duration of the meeting?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the meeting?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"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 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 date and time of the meeting?" }, "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": "Who are the participants?" }, "reward": 0.05, "done": false, "result": { "answer": "whole team.", "questions_remaining": 4, "field_revealed": "participants", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the purpose of the meeting?" }, "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 duration of the meeting?" }, "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 location of the meeting?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "participants" ] } } ], "elapsed_s": 2.943586826324463 }, { "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What time would you like to schedule the call?\"}" }, { "role": "user", "content": "{\"answer\": \"morning.\", \"questions_remaining\": 5, \"field_revealed\": \"time\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Where would you like to have the call?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Do you prefer a video call or a voice call?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Is there a specific location you prefer for the call?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"webhook\\\", \\\"scale\\\": \\\"1000 users\\\"}\"}" } ], "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 time would you like to schedule the call?" }, "reward": 0.05, "done": false, "result": { "answer": "morning.", "questions_remaining": 5, "field_revealed": "time", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Where would you like to have the call?" }, "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": "Do you prefer a video call or a voice call?" }, "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": "Is there a specific location you prefer for the call?" }, "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": "{\"stack\": \"webhook\", \"scale\": \"1000 users\"}" }, "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": { "stack": "webhook", "scale": "1000 users" }, "parse_error": null, "questions_asked": 4, "fields_revealed": [ "time" ] } } ], "elapsed_s": 2.7122974395751953 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What time would you like to schedule the call?\"}" }, { "role": "user", "content": "{\"answer\": \"flexible.\", \"questions_remaining\": 5, \"field_revealed\": \"time\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Who should be invited to the call?\"}" }, { "role": "user", "content": "{\"answer\": \"external client.\", \"questions_remaining\": 4, \"field_revealed\": \"participants\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the purpose of the call?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred communication method (email, phone, etc.)?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred meeting duration (e.g., 30 minutes, 1 hour)?\"}" }, { "role": "user", "content": "{\"answer\": \"30 minutes.\", \"questions_remaining\": 1, \"field_revealed\": \"duration_minutes\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"calendar_scheduling\\\", \\\"scale\\\": \\\"1 call\\\"}\"}" } ], "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 time would you like to schedule the call?" }, "reward": 0.05, "done": false, "result": { "answer": "flexible.", "questions_remaining": 5, "field_revealed": "time", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Who should be invited to the call?" }, "reward": 0.05, "done": false, "result": { "answer": "external client.", "questions_remaining": 4, "field_revealed": "participants", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the purpose of the call?" }, "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 preferred communication method (email, phone, etc.)?" }, "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 preferred meeting duration (e.g., 30 minutes, 1 hour)?" }, "reward": 0.05, "done": false, "result": { "answer": "30 minutes.", "questions_remaining": 1, "field_revealed": "duration_minutes", "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"calendar_scheduling\", \"scale\": \"1 call\"}" }, "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": { "stack": "calendar_scheduling", "scale": "1 call" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "duration_minutes", "participants", "time" ] } } ], "elapsed_s": 3.3149445056915283 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "TOOL: ask_question\nARGS: {\"question\": \"What specific symptoms are you experiencing?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Are there any other symptoms you are experiencing?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Have you been experiencing any persistent or worsening symptoms?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Have you experienced any changes in your energy levels or appetite?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Have you experienced any changes in your sleep patterns?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 specific symptoms are you experiencing?" }, "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": "Are there any other symptoms you are experiencing?" }, "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": "Have you been experiencing any persistent or worsening symptoms?" }, "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": "Have you experienced any changes in your energy levels or appetite?" }, "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": "Have you experienced any changes in your sleep patterns?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [] } } ], "elapsed_s": 3.1195743083953857 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What specific symptoms are you experiencing?\"}" }, { "role": "user", "content": "{\"answer\": \"It's a nausea.\", \"questions_remaining\": 5, \"field_revealed\": \"primary_symptom\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Are there any other symptoms you would like to mention?\"}" }, { "role": "user", "content": "{\"answer\": \"It's a nausea.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": true, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the duration of the nausea?\"}" }, { "role": "user", "content": "{\"answer\": \"About chronic.\", \"questions_remaining\": 3, \"field_revealed\": \"duration\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Is the nausea accompanied by any other physical symptoms?\"}" }, { "role": "user", "content": "{\"answer\": \"It's a nausea.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": true, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the frequency of the nausea?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 specific symptoms are you experiencing?" }, "reward": 0.05, "done": false, "result": { "answer": "It's a nausea.", "questions_remaining": 5, "field_revealed": "primary_symptom", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Are there any other symptoms you would like to mention?" }, "reward": -0.02, "done": false, "result": { "answer": "It's a nausea.", "questions_remaining": 4, "field_revealed": null, "duplicate": true, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the duration of the nausea?" }, "reward": 0.05, "done": false, "result": { "answer": "About chronic.", "questions_remaining": 3, "field_revealed": "duration", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Is the nausea accompanied by any other physical symptoms?" }, "reward": -0.02, "done": false, "result": { "answer": "It's a nausea.", "questions_remaining": 2, "field_revealed": null, "duplicate": true, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the frequency of the nausea?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "duration", "primary_symptom" ] } } ], "elapsed_s": 3.037672281265259 }, { "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": 5, "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": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What specific symptoms are you experiencing?\"}" }, { "role": "user", "content": "{\"answer\": \"It's a fever.\", \"questions_remaining\": 5, \"field_revealed\": \"primary_symptom\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Do you have any other symptoms besides the fever?\"}" }, { "role": "user", "content": "{\"answer\": \"It's a fever.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": true, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the duration of the fever?\"}" }, { "role": "user", "content": "{\"answer\": \"About chronic.\", \"questions_remaining\": 3, \"field_revealed\": \"duration\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Is the fever accompanied by any other signs or symptoms?\"}" }, { "role": "user", "content": "{\"answer\": \"It's a fever.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": true, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the temperature of the fever?\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 specific symptoms are you experiencing?" }, "reward": 0.05, "done": false, "result": { "answer": "It's a fever.", "questions_remaining": 5, "field_revealed": "primary_symptom", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Do you have any other symptoms besides the fever?" }, "reward": -0.02, "done": false, "result": { "answer": "It's a fever.", "questions_remaining": 4, "field_revealed": null, "duplicate": true, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the duration of the fever?" }, "reward": 0.05, "done": false, "result": { "answer": "About chronic.", "questions_remaining": 3, "field_revealed": "duration", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Is the fever accompanied by any other signs or symptoms?" }, "reward": -0.02, "done": false, "result": { "answer": "It's a fever.", "questions_remaining": 2, "field_revealed": null, "duplicate": true, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the temperature of the fever?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "duration", "primary_symptom" ] } } ], "elapsed_s": 3.045093059539795 }, { "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": 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 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "TOOL: get_task_info\nARGS: {}" }, { "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": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What time would you like to make the call?\"}" }, { "role": "user", "content": "{\"answer\": \"evening.\", \"questions_remaining\": 5, \"field_revealed\": \"time\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Where would you like to make the call?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Who would like to be the caller?\"}" }, { "role": "user", "content": "{\"answer\": \"just me and X.\", \"questions_remaining\": 3, \"field_revealed\": \"participants\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"Do you want to include any other participants?\"}" }, { "role": "user", "content": "{\"answer\": \"just me and X.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": true, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}" } ], "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 time would you like to make the call?" }, "reward": 0.05, "done": false, "result": { "answer": "evening.", "questions_remaining": 5, "field_revealed": "time", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Where would you like to make the call?" }, "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": "Who would like to be the caller?" }, "reward": 0.05, "done": false, "result": { "answer": "just me and X.", "questions_remaining": 3, "field_revealed": "participants", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Do you want to include any other participants?" }, "reward": -0.02, "done": false, "result": { "answer": "just me and X.", "questions_remaining": 2, "field_revealed": null, "duplicate": true, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 4, "fields_revealed": [ "participants", "time" ] } } ], "elapsed_s": 2.6570355892181396 }, { "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": 5, "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 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "TOOL: get_task_info\nARGS: {}" }, { "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": "TOOL: ask_question\nARGS: {\"question\": \"What is the date and time of the sync?\"}" }, { "role": "user", "content": "{\"answer\": \"this week.\", \"questions_remaining\": 5, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the time zone for the sync?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the frequency of the sync?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the participant limit for the sync?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred method of communication for the sync?\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"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": "ask_question", "args": { "question": "What is the date and time of the sync?" }, "reward": 0.05, "done": false, "result": { "answer": "this week.", "questions_remaining": 5, "field_revealed": "date", "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What is the time zone for the sync?" }, "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 frequency of the sync?" }, "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 participant limit for the sync?" }, "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 preferred method of communication for the sync?" }, "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": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, "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": { "stack": "python+fastapi", "scale": "1k users" }, "parse_error": null, "questions_asked": 5, "fields_revealed": [ "date" ] } } ], "elapsed_s": 3.0925228595733643 } ] }