{ "summary": { "model": "agarwalanu3103/clarify-rl-grpo-qwen3-0-6b", "mode": "api", "scenarios_total": 50, "elapsed_s": 33.59650135040283, "avg_score": 0.0, "avg_questions": 3.32, "format_pass_rate": 0.0, "completion_rate": 0.0 }, "config": { "mode": "api", "model": "agarwalanu3103/clarify-rl-grpo-qwen3-0-6b", "api_base_url": "http://127.0.0.1:8000/v1", "env_base_url": "https://agarwalanu3103-clarify-rl.hf.space", "scenarios_file": "/tmp/clarify-rl/scenarios/eval_held_out.json", "limit": 50 }, "results": [ { "seed": 10000, "task_id": "easy", "scenario_id": "seed10000_event_planning_easy", "family": "event_planning", "request": "Set up a celebration.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 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:\nSet up a celebration.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "ask_question(question=\"What are the specific details of the celebration (e.g., date, venue, activities, budget?)\")" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "proposed_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})" }, { "role": "user", "content": "{\"request\": \"Set up a celebration.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 5, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "ask_question", "args": { "question": "question=\"What are the specific details of the celebration (e.g." }, "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": 1, "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": 5, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 2, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "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": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "event_type": "birthday", "date": "today", "venue": "office" }, "critical_fields": [ "date", "event_type", "venue" ], "required_keys": [ "event_type", "date", "guest_count", "venue" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 3, "fields_revealed": [] } } ], "elapsed_s": 2.2703802585601807 }, { "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": 1, "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": "ask_question(question={\"What is the date and location for the party?\"})" }, { "role": "user", "content": "{\"answer\": \"At a office.\", \"questions_remaining\": 5, \"field_revealed\": \"venue\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+flask+flask-sqlalchemy\\\", \\\"scale\\\": \\\"1000 users\\\"}\"}" } ], "trace": [ { "step": 0, "tool": "ask_question", "args": { "question": "question={\"What is the date and location for the party?\"}" }, "reward": 0.05, "done": false, "result": { "answer": "At a office.", "questions_remaining": 5, "field_revealed": "venue", "duplicate": false, "over_cap": false } }, { "step": 1, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+flask+flask-sqlalchemy\", \"scale\": \"1000 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+flask+flask-sqlalchemy", "scale": "1000 users" }, "parse_error": null, "questions_asked": 1, "fields_revealed": [ "venue" ] } } ], "elapsed_s": 1.1845474243164062 }, { "seed": 10000, "task_id": "hard", "scenario_id": "seed10000_event_planning_hard", "family": "event_planning", "request": "Plan a birthday party.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nPlan a birthday party.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "ASK: {\"question\": \"What is the date of the party?\"}" }, { "role": "user", "content": "{\"request\": \"Plan a birthday party.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Plan a birthday party.", "task_id": "hard", "task_title": "High Ambiguity", "family": "event_planning", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "event_type": "birthday", "date": "this week", "guest_count": 100, "venue": "office", "budget_band": "$100-500", "dietary_constraints": "none", "theme": "surprise" }, "critical_fields": [ "date", "event_type", "guest_count", "venue" ], "required_keys": [ "event_type", "date", "guest_count", "venue" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 0.37361884117126465 }, { "seed": 10001, "task_id": "easy", "scenario_id": "seed10001_support_triage_easy", "family": "support_triage", "request": "My order is wrong.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nMy order is wrong.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the provided tools are applicable here. However, I can ask clarifying questions to ensure I understand the request properly. Let me know what needs to be clarified!" }, { "role": "user", "content": "{\"request\": \"My order is wrong.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Order none-provided.\", \"questions_remaining\": 4, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "My order is wrong.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.05, "done": false, "result": { "answer": "Order none-provided.", "questions_remaining": 4, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{\"order_id\": \"Order none-provided.\"}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "order_id": "none-provided", "item_issue": "late" }, "critical_fields": [ "item_issue", "order_id" ], "required_keys": [ "order_id", "item_issue", "refund_or_replace" ], "submitted_plan": { "order_id": "Order none-provided." }, "parse_error": null, "questions_asked": 2, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 0.7071280479431152 }, { "seed": 10001, "task_id": "medium", "scenario_id": "seed10001_support_triage_medium", "family": "support_triage", "request": "My order is wrong.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nMy order is wrong.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None." }, { "role": "user", "content": "{\"request\": \"My order is wrong.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Order #9027.\", \"questions_remaining\": 3, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "My order is wrong.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #9027.", "questions_remaining": 3, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{\"order_id\": \"Order #9027.\"}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "order_id": "#9027", "item_issue": "never-arrived", "refund_or_replace": "unsure", "urgency": "high" }, "critical_fields": [ "item_issue", "order_id", "refund_or_replace", "urgency" ], "required_keys": [ "order_id", "item_issue", "refund_or_replace" ], "submitted_plan": { "order_id": "Order #9027." }, "parse_error": null, "questions_asked": 4, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 0.1170814037322998 }, { "seed": 10001, "task_id": "hard", "scenario_id": "seed10001_support_triage_hard", "family": "support_triage", "request": "There's an issue with my purchase.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nThere's an issue with my purchase.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "ASK: {\"question\": \"What details about the purchase need to be checked?\"}" }, { "role": "user", "content": "{\"request\": \"There's an issue with my purchase.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Order none-provided.\", \"questions_remaining\": 0, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "There's an issue with my purchase.", "task_id": "hard", "task_title": "High Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.05, "done": false, "result": { "answer": "Order none-provided.", "questions_remaining": 0, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{\"order_id\": \"Order none-provided.\"}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "order_id": "none-provided", "item_issue": "late", "refund_or_replace": "refund", "urgency": "high", "channel_preferred": "phone" }, "critical_fields": [ "item_issue", "order_id", "refund_or_replace", "urgency" ], "required_keys": [ "order_id", "item_issue", "refund_or_replace" ], "submitted_plan": { "order_id": "Order none-provided." }, "parse_error": null, "questions_asked": 6, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 0.40348267555236816 }, { "seed": 10002, "task_id": "easy", "scenario_id": "seed10002_meeting_scheduling_easy", "family": "meeting_scheduling", "request": "Schedule a sync.", "final_score": 0.0, "score_breakdown": {}, "questions_asked": 1, "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()" }, { "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(question)" }, { "role": "user", "content": "{}" }, { "role": "assistant", "content": "tool: propose_plan(plan)" } ], "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": {}, "reward": 0.0, "done": false, "result": {} }, { "step": 2, "tool": "propose_plan", "args": {}, "reward": 0.0, "done": false, "result": {} } ], "elapsed_s": 0.7030072212219238 }, { "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": 1, "format_pass": null, "parse_error": "invalid JSON: Unterminated string starting at", "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSet up a meeting.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "ask_question(question={\"What is the time frame for the meeting?\"})" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "propose_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})" } ], "trace": [ { "step": 0, "tool": "ask_question", "args": { "question": "question={\"What is the time frame for 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": 1, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "participants": "whole team", "date": "this week", "time": "morning", "duration_minutes": 90 }, "critical_fields": [ "date", "duration_minutes", "participants", "time" ], "required_keys": [ "participants", "date", "time" ], "submitted_plan": null, "parse_error": "invalid JSON: Unterminated string starting at", "questions_asked": 1, "fields_revealed": [] } } ], "elapsed_s": 0.7406198978424072 }, { "seed": 10002, "task_id": "hard", "scenario_id": "seed10002_meeting_scheduling_hard", "family": "meeting_scheduling", "request": "Get a call on the calendar.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nGet a call on the calendar.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "ASK: {\"question\": \"Is there a specific date or time you need the call?\"}" }, { "role": "user", "content": "{\"request\": \"Get a call on the calendar.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Get a call on the calendar.", "task_id": "hard", "task_title": "High Ambiguity", "family": "meeting_scheduling", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "participants": "leadership", "date": "today", "time": "evening", "duration_minutes": 30, "platform": "in-person" }, "critical_fields": [ "date", "duration_minutes", "participants", "time" ], "required_keys": [ "participants", "date", "time" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 0.44695186614990234 }, { "seed": 10003, "task_id": "easy", "scenario_id": "seed10003_medical_intake_easy", "family": "medical_intake", "request": "I have a problem.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI have a problem.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "ASK \nARGS: {\"question\": \"Could you please describe the specific problem you're facing?\"}" }, { "role": "user", "content": "{\"request\": \"I have a problem.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I have a problem.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "age_band": "senior", "primary_symptom": "fatigue" }, "critical_fields": [ "age_band", "primary_symptom" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 2, "fields_revealed": [] } } ], "elapsed_s": 0.44776105880737305 }, { "seed": 10003, "task_id": "medium", "scenario_id": "seed10003_medical_intake_medium", "family": "medical_intake", "request": "I need some help.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI need some help.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "ASK: {\"question\": \"What specific tasks or goals are you seeking assistance with?\"}" }, { "role": "user", "content": "{\"request\": \"I need some help.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I need some help.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "primary_symptom": "fever", "duration": "1-4 weeks", "severity": "moderate", "prior_conditions": "hypertension" }, "critical_fields": [ "duration", "primary_symptom", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 4, "fields_revealed": [] } } ], "elapsed_s": 0.4118783473968506 }, { "seed": 10003, "task_id": "hard", "scenario_id": "seed10003_medical_intake_hard", "family": "medical_intake", "request": "I need some help.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI need some help.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are needed. I am here to help with your request." }, { "role": "user", "content": "{\"request\": \"I need some help.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I need some help.", "task_id": "hard", "task_title": "High Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "primary_symptom": "fatigue", "duration": "1-7 days", "severity": "moderate", "prior_conditions": "hypertension", "age_band": "senior", "medications": "prescription" }, "critical_fields": [ "age_band", "duration", "primary_symptom", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 0.38788700103759766 }, { "seed": 10004, "task_id": "easy", "scenario_id": "seed10004_event_planning_easy", "family": "event_planning", "request": "Plan a birthday party.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nPlan a birthday party.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "GET the task description again." }, { "role": "user", "content": "{\"request\": \"Plan a birthday party.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Plan a birthday party.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "event_planning", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "event_type": "team-building", "date": "today", "guest_count": 100 }, "critical_fields": [ "date", "event_type", "guest_count" ], "required_keys": [ "event_type", "date", "guest_count", "venue" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 2, "fields_revealed": [] } } ], "elapsed_s": 0.18551158905029297 }, { "seed": 10004, "task_id": "medium", "scenario_id": "seed10004_event_planning_medium", "family": "event_planning", "request": "Plan a birthday party.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nPlan a birthday party.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "ASK: {\"question\": \"What type of food and decorations would you like for the party?\"}" }, { "role": "user", "content": "{\"request\": \"Plan a birthday party.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Plan a birthday party.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "event_planning", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "event_type": "birthday", "date": "this week", "guest_count": 50, "venue": "restaurant", "dietary_constraints": "vegetarian" }, "critical_fields": [ "date", "event_type", "guest_count", "venue" ], "required_keys": [ "event_type", "date", "guest_count", "venue" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 4, "fields_revealed": [] } } ], "elapsed_s": 0.45444655418395996 }, { "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": "ASK: {\"question\": \"What is the purpose of the team event?\"}" }, { "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": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "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 main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "event_type": "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": {}, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 0.4010951519012451 }, { "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": 1, "format_pass": null, "parse_error": "invalid JSON: Unterminated string starting at", "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSet up a celebration.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "ask_question(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": "propose_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})" } ], "trace": [ { "step": 0, "tool": "ask_question", "args": { "question": "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": 1, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "event_type": "anniversary", "guest_count": 5, "date": "this week" }, "critical_fields": [ "date", "event_type", "guest_count" ], "required_keys": [ "event_type", "date", "guest_count", "venue" ], "submitted_plan": null, "parse_error": "invalid JSON: Unterminated string starting at", "questions_asked": 1, "fields_revealed": [] } } ], "elapsed_s": 0.7323412895202637 }, { "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": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSet up a celebration.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are needed. The user's request is to set up a celebration, and the available tools are for booking and planning. Please let me know if there's anything specific you need to include." }, { "role": "user", "content": "{\"request\": \"Set up a celebration.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Set up a celebration.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "event_planning", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "event_type": "anniversary", "date": "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": {}, "parse_error": null, "questions_asked": 4, "fields_revealed": [] } } ], "elapsed_s": 0.8563683032989502 }, { "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": 1, "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": "ask_question(question={\"What is the date of the party?\",\"What is the guest list?\",\"What is the venue?\",\"What is the food plan?\",\"What is the budget?\",\"What is the time of the party?\",\"What is the size of the party?\",\"What is the activity plan?\",\"What is the decoration theme?\",\"What is the number of attendees?\",\"What is the dress code?\"})" }, { "role": "user", "content": "{\"answer\": \"today.\", \"questions_remaining\": 5, \"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": "ask_question", "args": { "question": "question={\"What is the date of the party?" }, "reward": 0.05, "done": false, "result": { "answer": "today.", "questions_remaining": 5, "field_revealed": "date", "duplicate": false, "over_cap": false } }, { "step": 1, "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": 1, "fields_revealed": [ "date" ] } } ], "elapsed_s": 2.258885145187378 }, { "seed": 10006, "task_id": "easy", "scenario_id": "seed10006_medical_intake_easy", "family": "medical_intake", "request": "Something's off with my health.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSomething's off with my health.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are required to address the user's request. However, I will propose a plan for the user's health concerns:\n\nPROPOSED PLAN:\n- Schedule a consultation with a healthcare professional\n- Keep up with a healthy lifestyle\n- Monitor symptoms and seek medical advice if needed" }, { "role": "user", "content": "{\"request\": \"Something's off with my health.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Something's off with my health.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "duration": "chronic", "severity": "severe" }, "critical_fields": [ "duration", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 2, "fields_revealed": [] } } ], "elapsed_s": 1.1593420505523682 }, { "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": 1, "format_pass": null, "parse_error": "invalid JSON: Unterminated string starting at", "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\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": "ask_question(question={\"What is the cause of the health issue?\"})" }, { "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": "propose_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})" } ], "trace": [ { "step": 0, "tool": "ask_question", "args": { "question": "question={\"What is the cause of the health issue?\"}" }, "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": 1, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "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": null, "parse_error": "invalid JSON: Unterminated string starting at", "questions_asked": 1, "fields_revealed": [] } } ], "elapsed_s": 0.7585258483886719 }, { "seed": 10006, "task_id": "hard", "scenario_id": "seed10006_medical_intake_hard", "family": "medical_intake", "request": "I need some help.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI need some help.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the provided tools are directly applicable to the current request. However, I can ask for clarification on the specific requirements or details needed to proceed." }, { "role": "user", "content": "{\"request\": \"I need some help.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I need some help.", "task_id": "hard", "task_title": "High Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "primary_symptom": "headache", "duration": "1-7 days", "severity": "mild", "age_band": "adult", "medications": "both", "prior_conditions": "diabetes" }, "critical_fields": [ "age_band", "duration", "primary_symptom", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 0.6718761920928955 }, { "seed": 10007, "task_id": "easy", "scenario_id": "seed10007_support_triage_easy", "family": "support_triage", "request": "I need help with an order.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI need help with an order.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are required for this request." }, { "role": "user", "content": "{\"request\": \"I need help with an order.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Order #1199.\", \"questions_remaining\": 4, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I need help with an order.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #1199.", "questions_remaining": 4, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{\"order_id\": \"Order #1199.\"}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "item_issue": "missing", "refund_or_replace": "unsure", "order_id": "#1199" }, "critical_fields": [ "item_issue", "order_id", "refund_or_replace" ], "required_keys": [ "order_id", "item_issue", "refund_or_replace" ], "submitted_plan": { "order_id": "Order #1199." }, "parse_error": null, "questions_asked": 2, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 0.2597057819366455 }, { "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": 0, "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" }, { "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: 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": "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": 0, "fields_revealed": [] } } ], "elapsed_s": 0.7316219806671143 }, { "seed": 10007, "task_id": "hard", "scenario_id": "seed10007_support_triage_hard", "family": "support_triage", "request": "There's an issue with my purchase.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nThere's an issue with my purchase.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "GET the task description again." }, { "role": "user", "content": "{\"request\": \"There's an issue with my purchase.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Order #1199.\", \"questions_remaining\": 0, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "There's an issue with my purchase.", "task_id": "hard", "task_title": "High Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #1199.", "questions_remaining": 0, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{\"order_id\": \"Order #1199.\"}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "order_id": "#1199", "item_issue": "late", "refund_or_replace": "store-credit", "urgency": "medium", "channel_preferred": "email" }, "critical_fields": [ "item_issue", "order_id", "refund_or_replace", "urgency" ], "required_keys": [ "order_id", "item_issue", "refund_or_replace" ], "submitted_plan": { "order_id": "Order #1199." }, "parse_error": null, "questions_asked": 6, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 0.20421886444091797 }, { "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": 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:\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": "ask_question(question={\"What is the nature of the issue? Please describe more.\"})" }, { "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": "proposed_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})" }, { "role": "user", "content": "{\"request\": \"Something's off with my health.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 5, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "ask_question", "args": { "question": "question={\"What is the nature of the issue? Please describe more.\"}" }, "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": 1, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Something's off with my health.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "medical_intake", "questions_remaining": 5, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 2, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "age_band": "adult", "duration": "chronic", "severity": "mild" }, "critical_fields": [ "age_band", "duration", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 3, "fields_revealed": [] } } ], "elapsed_s": 0.8016741275787354 }, { "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": "ask_question(question={\"What is the main 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": "proposed_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})" }, { "role": "user", "content": "{\"request\": \"I have a problem.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 5, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "ask_question", "args": { "question": "question={\"What is the main 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": 1, "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": 5, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 2, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "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": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "primary_symptom": "cough", "duration": "1-7 days", "severity": "severe", "prior_conditions": "none", "medications": "prescription" }, "critical_fields": [ "duration", "primary_symptom", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 5, "fields_revealed": [] } } ], "elapsed_s": 0.7639341354370117 }, { "seed": 10008, "task_id": "hard", "scenario_id": "seed10008_medical_intake_hard", "family": "medical_intake", "request": "I need some help.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI need some help.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the above tools are needed. I can help you with your request. Please let me know what specific assistance you need!" }, { "role": "user", "content": "{\"request\": \"I need some help.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I need some help.", "task_id": "hard", "task_title": "High Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "primary_symptom": "cough", "duration": "chronic", "severity": "mild", "prior_conditions": "other", "medications": "prescription", "age_band": "adult" }, "critical_fields": [ "age_band", "duration", "primary_symptom", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 0.5737974643707275 }, { "seed": 10009, "task_id": "easy", "scenario_id": "seed10009_support_triage_easy", "family": "support_triage", "request": "I need help with an order.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI need help with an order.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are needed for this request." }, { "role": "user", "content": "{\"request\": \"I need help with an order.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Order #9027.\", \"questions_remaining\": 4, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I need help with an order.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #9027.", "questions_remaining": 4, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{\"order_id\": \"Order #9027.\"}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "refund_or_replace": "refund", "order_id": "#9027" }, "critical_fields": [ "order_id", "refund_or_replace" ], "required_keys": [ "order_id", "item_issue", "refund_or_replace" ], "submitted_plan": { "order_id": "Order #9027." }, "parse_error": null, "questions_asked": 2, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 0.25381040573120117 }, { "seed": 10009, "task_id": "medium", "scenario_id": "seed10009_support_triage_medium", "family": "support_triage", "request": "Something went wrong.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSomething went wrong.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "ASK: {\"question\": \"What specific error occurred?\"}" }, { "role": "user", "content": "{\"request\": \"Something went wrong.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Order #4521.\", \"questions_remaining\": 3, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Something went wrong.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #4521.", "questions_remaining": 3, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{\"order_id\": \"Order #4521.\"}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "order_id": "#4521", "item_issue": "wrong-item", "refund_or_replace": "unsure", "channel_preferred": "phone" }, "critical_fields": [ "item_issue", "order_id", "refund_or_replace" ], "required_keys": [ "order_id", "item_issue", "refund_or_replace" ], "submitted_plan": { "order_id": "Order #4521." }, "parse_error": null, "questions_asked": 4, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 0.30001378059387207 }, { "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": {}, "questions_asked": 7, "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": "ask_question(question=\"What specific details are wrong in your order?\")" }, { "role": "user", "content": "{\"answer\": \"late.\", \"questions_remaining\": 5, \"field_revealed\": \"item_issue\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "PROPOSED PLAN: {\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}" }, { "role": "user", "content": "{\"request\": \"My order is wrong.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 5, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"(no more questions allowed)\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": true}" } ], "trace": [ { "step": 0, "tool": "ask_question", "args": { "question": "question=\"What specific details are wrong in your order?" }, "reward": 0.05, "done": false, "result": { "answer": "late.", "questions_remaining": 5, "field_revealed": "item_issue", "duplicate": false, "over_cap": false } }, { "step": 1, "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": 5, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 2, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": -0.05, "done": true, "result": { "answer": "(no more questions allowed)", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": true } } ], "elapsed_s": 0.7981789112091064 }, { "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": 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:\nSet up a celebration.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "ask_question(question=\"What are the specific details or requirements 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": "proposed_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})" }, { "role": "user", "content": "{\"request\": \"Set up a celebration.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 5, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "ask_question", "args": { "question": "question=\"What are the specific details or requirements 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": 1, "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": 5, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 2, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "Up to you on that one.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "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": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "event_type": "anniversary", "guest_count": 10, "date": "next week" }, "critical_fields": [ "date", "event_type", "guest_count" ], "required_keys": [ "event_type", "date", "guest_count", "venue" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 3, "fields_revealed": [] } } ], "elapsed_s": 0.7814958095550537 }, { "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": 1, "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": "ask_question(question=\"What is the specific time frame and location for the celebration?\")" }, { "role": "user", "content": "{\"answer\": \"At a home.\", \"questions_remaining\": 5, \"field_revealed\": \"venue\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}." } ], "trace": [ { "step": 0, "tool": "ask_question", "args": { "question": "question=\"What is the specific time frame and location for the celebration?" }, "reward": 0.05, "done": false, "result": { "answer": "At a home.", "questions_remaining": 5, "field_revealed": "venue", "duplicate": false, "over_cap": false } }, { "step": 1, "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": 1, "fields_revealed": [ "venue" ] } } ], "elapsed_s": 0.9831798076629639 }, { "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": 1, "format_pass": null, "parse_error": "invalid JSON: Unterminated string starting at", "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nPlan a birthday party.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "ask_question(question={\"What is the date of the birthday?\"})" }, { "role": "user", "content": "{\"answer\": \"tomorrow.\", \"questions_remaining\": 5, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "propose_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})" } ], "trace": [ { "step": 0, "tool": "ask_question", "args": { "question": "question={\"What is the date of the birthday?\"}" }, "reward": 0.05, "done": false, "result": { "answer": "tomorrow.", "questions_remaining": 5, "field_revealed": "date", "duplicate": false, "over_cap": false } }, { "step": 1, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "event_type": "anniversary", "date": "tomorrow", "guest_count": 50, "venue": "home", "budget_band": "<$100", "theme": "casual", "dietary_constraints": "mixed" }, "critical_fields": [ "date", "event_type", "guest_count", "venue" ], "required_keys": [ "event_type", "date", "guest_count", "venue" ], "submitted_plan": null, "parse_error": "invalid JSON: Unterminated string starting at", "questions_asked": 1, "fields_revealed": [ "date" ] } } ], "elapsed_s": 0.7424674034118652 }, { "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": 0, "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 {}" }, { "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: 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": "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": 0, "fields_revealed": [] } } ], "elapsed_s": 0.7735466957092285 }, { "seed": 10011, "task_id": "medium", "scenario_id": "seed10011_medical_intake_medium", "family": "medical_intake", "request": "I'm not feeling well.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI'm not feeling well.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "ASK: {\"question\": \"Could you please provide more details about the health condition you are experiencing?\"}" }, { "role": "user", "content": "{\"request\": \"I'm not feeling well.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I'm not feeling well.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "primary_symptom": "cough", "duration": "1-24 hours", "severity": "severe", "medications": "both", "prior_conditions": "hypertension" }, "critical_fields": [ "duration", "primary_symptom", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 4, "fields_revealed": [] } } ], "elapsed_s": 0.4676399230957031 }, { "seed": 10011, "task_id": "hard", "scenario_id": "seed10011_medical_intake_hard", "family": "medical_intake", "request": "I have a problem.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI have a problem.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "ASK QUESTION\nARGS: {\"question\": \"What is the problem you are facing?\"}" }, { "role": "user", "content": "{\"request\": \"I have a problem.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I have a problem.", "task_id": "hard", "task_title": "High Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "primary_symptom": "pain", "duration": "1-24 hours", "severity": "severe", "medications": "both", "prior_conditions": "hypertension", "age_band": "child" }, "critical_fields": [ "age_band", "duration", "primary_symptom", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 0.42888760566711426 }, { "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": 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:\nSchedule a sync.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "ask_question(question={\"what is the exact time or date you need to sync?\"})" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "proposed_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})" }, { "role": "user", "content": "{\"request\": \"Schedule a sync.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 5, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "ask_question", "args": { "question": "question={\"what is the exact time or date you need to sync?\"}" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 1, "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": 5, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 2, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "participants": "whole team", "duration_minutes": 45, "time": "afternoon" }, "critical_fields": [ "duration_minutes", "participants", "time" ], "required_keys": [ "participants", "date", "time" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 3, "fields_revealed": [] } } ], "elapsed_s": 0.8304355144500732 }, { "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": "ask_question(question={\"What is the time frame for the meeting?\"})" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "proposed_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})" }, { "role": "user", "content": "{\"request\": \"Set up a meeting.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 5, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "ask_question", "args": { "question": "question={\"What is the time frame for 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": 1, "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": 5, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 2, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "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": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "participants": "whole team", "date": "today", "time": "evening", "duration_minutes": 30, "platform": "google-meet" }, "critical_fields": [ "date", "duration_minutes", "participants", "time" ], "required_keys": [ "participants", "date", "time" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 5, "fields_revealed": [] } } ], "elapsed_s": 0.7613601684570312 }, { "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": 1, "format_pass": null, "parse_error": "invalid JSON: Unterminated string starting at", "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSet up a meeting.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "ask_question(question={\"What is the time frame for the meeting?\"})" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "propose_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})" } ], "trace": [ { "step": 0, "tool": "ask_question", "args": { "question": "question={\"What is the time frame for 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": 1, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "participants": "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": null, "parse_error": "invalid JSON: Unterminated string starting at", "questions_asked": 1, "fields_revealed": [] } } ], "elapsed_s": 0.756227970123291 }, { "seed": 10013, "task_id": "easy", "scenario_id": "seed10013_support_triage_easy", "family": "support_triage", "request": "I need help with an order.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI need help with an order.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "ASK: {\"question\": \"What are the specific requirements for the order, such as the items, quantity, and any special instructions?\"}" }, { "role": "user", "content": "{\"request\": \"I need help with an order.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Order #7830.\", \"questions_remaining\": 4, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I need help with an order.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #7830.", "questions_remaining": 4, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{\"order_id\": \"Order #7830.\"}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "order_id": "#7830", "refund_or_replace": "store-credit", "item_issue": "late" }, "critical_fields": [ "item_issue", "order_id", "refund_or_replace" ], "required_keys": [ "order_id", "item_issue", "refund_or_replace" ], "submitted_plan": { "order_id": "Order #7830." }, "parse_error": null, "questions_asked": 2, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 0.5888245105743408 }, { "seed": 10013, "task_id": "medium", "scenario_id": "seed10013_support_triage_medium", "family": "support_triage", "request": "I need help with an order.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nI need help with an order.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "ASK: {\"question\": \"What specific details are needed for the order, such as the item name, quantity, and delivery details?\"}" }, { "role": "user", "content": "{\"request\": \"I need help with an order.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"Order #7830.\", \"questions_remaining\": 3, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "I need help with an order.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "support_triage", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.05, "done": false, "result": { "answer": "Order #7830.", "questions_remaining": 3, "field_revealed": "order_id", "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{\"order_id\": \"Order #7830.\"}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "order_id": "#7830", "item_issue": "never-arrived", "refund_or_replace": "store-credit", "urgency": "medium", "channel_preferred": "chat" }, "critical_fields": [ "item_issue", "order_id", "refund_or_replace", "urgency" ], "required_keys": [ "order_id", "item_issue", "refund_or_replace" ], "submitted_plan": { "order_id": "Order #7830." }, "parse_error": null, "questions_asked": 4, "fields_revealed": [ "order_id" ] } } ], "elapsed_s": 0.5999083518981934 }, { "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": {}, "questions_asked": 7, "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": "ask_question(question={\"What is the order type? Please specify the order type and details.\"})" }, { "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": "proposed_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})" }, { "role": "user", "content": "{\"request\": \"I need help with an order.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 5, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"(no more questions allowed)\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": true}" } ], "trace": [ { "step": 0, "tool": "ask_question", "args": { "question": "question={\"What is the order type? Please specify the order type and details.\"}" }, "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": 1, "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": 5, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 2, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "I don't really know \u2014 does it matter?", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": -0.05, "done": true, "result": { "answer": "(no more questions allowed)", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": true } } ], "elapsed_s": 0.8744397163391113 }, { "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": 1, "format_pass": null, "parse_error": "invalid JSON: Unterminated string starting at", "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSet up a meeting.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "ask_question(question={\"What is the time frame for the meeting?\"})" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "propose_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})" } ], "trace": [ { "step": 0, "tool": "ask_question", "args": { "question": "question={\"What is the time frame for 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": 1, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "time": "flexible", "participants": "whole team" }, "critical_fields": [ "participants", "time" ], "required_keys": [ "participants", "date", "time" ], "submitted_plan": null, "parse_error": "invalid JSON: Unterminated string starting at", "questions_asked": 1, "fields_revealed": [] } } ], "elapsed_s": 0.7523863315582275 }, { "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": 1, "format_pass": null, "parse_error": "invalid JSON: Unterminated string starting at", "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\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": "ask_question(question={\"what is the required number of steps?\"})" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "assistant", "content": "propose_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})" } ], "trace": [ { "step": 0, "tool": "ask_question", "args": { "question": "question={\"what is the required number of steps?\"}" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 1, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "participants": "just me and X", "date": "next week", "time": "morning", "platform": "phone" }, "critical_fields": [ "date", "participants", "time" ], "required_keys": [ "participants", "date", "time" ], "submitted_plan": null, "parse_error": "invalid JSON: Unterminated string starting at", "questions_asked": 1, "fields_revealed": [] } } ], "elapsed_s": 0.7218246459960938 }, { "seed": 10014, "task_id": "hard", "scenario_id": "seed10014_meeting_scheduling_hard", "family": "meeting_scheduling", "request": "Get a call on the calendar.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nGet a call on the calendar.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "get_task_info()" }, { "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": "None of the required information has been provided, so I cannot proceed with the task. Please provide the necessary details." }, { "role": "user", "content": "{\"request\": \"Get a call on the calendar.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Get a call on the calendar.", "task_id": "hard", "task_title": "High Ambiguity", "family": "meeting_scheduling", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "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": 2, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 8, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "participants": "external client", "date": "today", "time": "flexible", "platform": "google-meet", "duration_minutes": 30 }, "critical_fields": [ "date", "duration_minutes", "participants", "time" ], "required_keys": [ "participants", "date", "time" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 0.6486618518829346 }, { "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": 1, "format_pass": null, "parse_error": "invalid JSON: Unterminated string starting at", "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\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": "ask_question(question={\"What is the nature of the health issue?\"})" }, { "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": "propose_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})" } ], "trace": [ { "step": 0, "tool": "ask_question", "args": { "question": "question={\"What is the nature of the health issue?\"}" }, "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": 1, "tool": "propose_plan", "args": { "plan": "{\"stack\": \"python+fastapi" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "age_band": "teen", "duration": "chronic" }, "critical_fields": [ "age_band", "duration" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": null, "parse_error": "invalid JSON: Unterminated string starting at", "questions_asked": 1, "fields_revealed": [] } } ], "elapsed_s": 0.7353887557983398 }, { "seed": 10015, "task_id": "medium", "scenario_id": "seed10015_medical_intake_medium", "family": "medical_intake", "request": "Something's off with my health.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 4, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSomething's off with my health.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "ASK: {\"question\": \"What specific health issues are you experiencing that could be related to your current situation?\"}" }, { "role": "user", "content": "{\"request\": \"Something's off with my health.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Something's off with my health.", "task_id": "medium", "task_title": "Moderate Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "primary_symptom": "nausea", "duration": "chronic", "severity": "moderate", "medications": "otc" }, "critical_fields": [ "duration", "primary_symptom", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 4, "fields_revealed": [] } } ], "elapsed_s": 0.5103974342346191 }, { "seed": 10015, "task_id": "hard", "scenario_id": "seed10015_medical_intake_hard", "family": "medical_intake", "request": "Something's off with my health.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 6, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nSomething's off with my health.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "None of the tools are required to proceed. I can't ask questions or propose a plan without the necessary information." }, { "role": "user", "content": "{\"request\": \"Something's off with my health.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Something's off with my health.", "task_id": "hard", "task_title": "High Ambiguity", "family": "medical_intake", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the technical specifications?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "What is the scale or scope?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "Any constraints or limitations?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "ask_question", "args": { "question": "What is the timeline?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 1, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 6, "tool": "ask_question", "args": { "question": "Any other preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "I'm not sure about that, sorry.", "questions_remaining": 0, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 7, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "primary_symptom": "fever", "duration": "chronic", "severity": "mild", "medications": "otc", "prior_conditions": "none", "age_band": "child" }, "critical_fields": [ "age_band", "duration", "primary_symptom", "severity" ], "required_keys": [ "primary_symptom", "duration", "severity" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 6, "fields_revealed": [] } } ], "elapsed_s": 0.5410013198852539 }, { "seed": 10016, "task_id": "easy", "scenario_id": "seed10016_meeting_scheduling_easy", "family": "meeting_scheduling", "request": "Get a call on the calendar.", "final_score": 0.0, "score_breakdown": { "FormatCheckRubric": 0.0 }, "questions_asked": 2, "format_pass": null, "parse_error": null, "messages": [ { "role": "system", "content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n" }, { "role": "user", "content": "USER REQUEST:\nGet a call on the calendar.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "GET the task description again." }, { "role": "user", "content": "{\"request\": \"Get a call on the calendar.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "Get a call on the calendar.", "task_id": "easy", "task_title": "Mild Ambiguity", "family": "meeting_scheduling", "questions_remaining": 6, "instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about." } }, { "step": 1, "tool": "ask_question", "args": { "question": "What is the main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "Any specific preferences or constraints?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "participants": "just me and X", "time": "evening", "duration_minutes": 90 }, "critical_fields": [ "duration_minutes", "participants", "time" ], "required_keys": [ "participants", "date", "time" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 2, "fields_revealed": [] } } ], "elapsed_s": 0.17951154708862305 }, { "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": 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:\nSchedule a sync.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()." }, { "role": "assistant", "content": "ASK \nARGS: {\"question\": \"What is the specific task or goal of the sync?\"}" }, { "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": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" }, { "role": "user", "content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}" } ], "trace": [ { "step": 0, "tool": "get_task_info", "args": {}, "reward": 0.0, "done": false, "result": { "request": "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 main requirement?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 5, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 2, "tool": "ask_question", "args": { "question": "What are the specific details needed?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 4, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 3, "tool": "ask_question", "args": { "question": "Any constraints or preferences?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 3, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 4, "tool": "ask_question", "args": { "question": "What is the timeline or deadline?" }, "reward": 0.02, "done": false, "result": { "answer": "No preference, you choose.", "questions_remaining": 2, "field_revealed": null, "duplicate": false, "over_cap": false } }, { "step": 5, "tool": "propose_plan", "args": { "plan": "{}" }, "reward": 0.0, "done": true, "result": { "type": "resolution", "score": 0.0, "breakdown": { "FormatCheckRubric": 0.0 }, "expected_profile": { "participants": "just me and X", "date": "this week", "time": "evening", "duration_minutes": 30, "platform": "google-meet" }, "critical_fields": [ "date", "duration_minutes", "participants", "time" ], "required_keys": [ "participants", "date", "time" ], "submitted_plan": {}, "parse_error": null, "questions_asked": 4, "fields_revealed": [] } } ], "elapsed_s": 0.44927215576171875 } ] }