8108 lines
318 KiB
JSON
8108 lines
318 KiB
JSON
{
|
|
"summary": {
|
|
"model": "Qwen/Qwen3-0.6B",
|
|
"mode": "api",
|
|
"scenarios_total": 50,
|
|
"elapsed_s": 27.23497438430786,
|
|
"avg_score": 0.0,
|
|
"avg_questions": 3.56,
|
|
"format_pass_rate": 0.0,
|
|
"completion_rate": 0.0
|
|
},
|
|
"config": {
|
|
"mode": "api",
|
|
"model": "Qwen/Qwen3-0.6B",
|
|
"api_base_url": "http://127.0.0.1:8000/v1",
|
|
"env_base_url": "https://agarwalanu3103-clarify-rl.hf.space",
|
|
"scenarios_file": "/tmp/clarify-rl/scenarios/eval_held_out.json",
|
|
"limit": 50
|
|
},
|
|
"results": [
|
|
{
|
|
"seed": 10000,
|
|
"task_id": "easy",
|
|
"scenario_id": "seed10000_event_planning_easy",
|
|
"family": "event_planning",
|
|
"request": "Set up a celebration.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
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"FormatCheckRubric": 0.0
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},
|
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"questions_asked": 2,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
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"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSet up a celebration.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the tools are required for this request. The task is to set up a celebration, and the user has already provided the necessary information (8 steps). No additional tools are needed."
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Set up a celebration.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
}
|
|
],
|
|
"trace": [
|
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{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Set up a celebration.",
|
|
"task_id": "easy",
|
|
"task_title": "Mild Ambiguity",
|
|
"family": "event_planning",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the main requirement?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Any specific preferences or constraints?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{}"
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|
},
|
|
"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,
|
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"questions_asked": 2,
|
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"fields_revealed": []
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}
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}
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],
|
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"elapsed_s": 2.0189011096954346
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},
|
|
{
|
|
"seed": 10000,
|
|
"task_id": "medium",
|
|
"scenario_id": "seed10000_event_planning_medium",
|
|
"family": "event_planning",
|
|
"request": "Plan a birthday party.",
|
|
"final_score": 0.0,
|
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"score_breakdown": {
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"FormatCheckRubric": 0.0
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},
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"questions_asked": 4,
|
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"format_pass": null,
|
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"parse_error": null,
|
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"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nPlan a birthday party.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the tools are needed. I can directly plan a birthday party."
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Plan a birthday party.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Plan a birthday party.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "event_planning",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
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|
"args": {
|
|
"question": "What is the main requirement?"
|
|
},
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"reward": 0.02,
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|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
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|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
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},
|
|
{
|
|
"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",
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|
"args": {
|
|
"question": "What is the timeline or deadline?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"event_type": "birthday",
|
|
"date": "today",
|
|
"guest_count": 5,
|
|
"venue": "office",
|
|
"budget_band": "$500-2000"
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"event_type",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"required_keys": [
|
|
"event_type",
|
|
"date",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"submitted_plan": {},
|
|
"parse_error": null,
|
|
"questions_asked": 4,
|
|
"fields_revealed": []
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 0.4007425308227539
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|
},
|
|
{
|
|
"seed": 10000,
|
|
"task_id": "hard",
|
|
"scenario_id": "seed10000_event_planning_hard",
|
|
"family": "event_planning",
|
|
"request": "Plan a birthday party.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 6,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nPlan a birthday party.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the tools are needed. I can directly plan a birthday party."
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Plan a birthday party.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Plan a birthday party.",
|
|
"task_id": "hard",
|
|
"task_title": "High Ambiguity",
|
|
"family": "event_planning",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the main requirement?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What are the technical specifications?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the scale or scope?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Any constraints or limitations?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the timeline?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Any other preferences?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 0,
|
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"field_revealed": null,
|
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"duplicate": false,
|
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"over_cap": false
|
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}
|
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},
|
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{
|
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"step": 7,
|
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"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
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"result": {
|
|
"type": "resolution",
|
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"score": 0.0,
|
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"breakdown": {
|
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"FormatCheckRubric": 0.0
|
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},
|
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"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",
|
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"venue"
|
|
],
|
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"submitted_plan": {},
|
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"parse_error": null,
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"questions_asked": 6,
|
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"fields_revealed": []
|
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}
|
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}
|
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],
|
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"elapsed_s": 0.37496304512023926
|
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},
|
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{
|
|
"seed": 10001,
|
|
"task_id": "easy",
|
|
"scenario_id": "seed10001_support_triage_easy",
|
|
"family": "support_triage",
|
|
"request": "My order is wrong.",
|
|
"final_score": 0.0,
|
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"score_breakdown": {
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"FormatCheckRubric": 0.0
|
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},
|
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"questions_asked": 2,
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"format_pass": null,
|
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"parse_error": null,
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"messages": [
|
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{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nMy order is wrong.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the tools are needed. My order is wrong. Let me know if you need help fixing it."
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"My order is wrong.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Order none-provided.\", \"questions_remaining\": 4, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}"
|
|
}
|
|
],
|
|
"trace": [
|
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{
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"step": 0,
|
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"tool": "get_task_info",
|
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"args": {},
|
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"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "My order is wrong.",
|
|
"task_id": "easy",
|
|
"task_title": "Mild Ambiguity",
|
|
"family": "support_triage",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the main requirement?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Any specific preferences or constraints?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Order none-provided.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": "order_id",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"order_id\": \"Order none-provided.\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"order_id": "none-provided",
|
|
"item_issue": "late"
|
|
},
|
|
"critical_fields": [
|
|
"item_issue",
|
|
"order_id"
|
|
],
|
|
"required_keys": [
|
|
"order_id",
|
|
"item_issue",
|
|
"refund_or_replace"
|
|
],
|
|
"submitted_plan": {
|
|
"order_id": "Order none-provided."
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 2,
|
|
"fields_revealed": [
|
|
"order_id"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 0.4925088882446289
|
|
},
|
|
{
|
|
"seed": 10001,
|
|
"task_id": "medium",
|
|
"scenario_id": "seed10001_support_triage_medium",
|
|
"family": "support_triage",
|
|
"request": "My order is wrong.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
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"FormatCheckRubric": 0.0
|
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},
|
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"questions_asked": 4,
|
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"format_pass": null,
|
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"parse_error": null,
|
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"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nMy order is wrong.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the tools are needed. I will proceed to propose a plan."
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"My order is wrong.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Order #9027.\", \"questions_remaining\": 3, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "My order is wrong.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "support_triage",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the main requirement?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What are the specific details needed?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Any constraints or preferences?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Order #9027.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": "order_id",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the timeline or deadline?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"order_id\": \"Order #9027.\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"order_id": "#9027",
|
|
"item_issue": "never-arrived",
|
|
"refund_or_replace": "unsure",
|
|
"urgency": "high"
|
|
},
|
|
"critical_fields": [
|
|
"item_issue",
|
|
"order_id",
|
|
"refund_or_replace",
|
|
"urgency"
|
|
],
|
|
"required_keys": [
|
|
"order_id",
|
|
"item_issue",
|
|
"refund_or_replace"
|
|
],
|
|
"submitted_plan": {
|
|
"order_id": "Order #9027."
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 4,
|
|
"fields_revealed": [
|
|
"order_id"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 0.3720064163208008
|
|
},
|
|
{
|
|
"seed": 10001,
|
|
"task_id": "hard",
|
|
"scenario_id": "seed10001_support_triage_hard",
|
|
"family": "support_triage",
|
|
"request": "There's an issue with my purchase.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 6,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nThere's an issue with my purchase.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "get_task_info()"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"There's an issue with my purchase.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the necessary information has been provided, but I'll request the task details to proceed. Please provide the task title and family to continue."
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"There's an issue with my purchase.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Order none-provided.\", \"questions_remaining\": 0, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "There's an issue with my purchase.",
|
|
"task_id": "hard",
|
|
"task_title": "High Ambiguity",
|
|
"family": "support_triage",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "There's an issue with my purchase.",
|
|
"task_id": "hard",
|
|
"task_title": "High Ambiguity",
|
|
"family": "support_triage",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
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|
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|
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{
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"step": 3,
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"tool": "ask_question",
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"args": {
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"question": "What are the technical specifications?"
|
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},
|
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"reward": 0.02,
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"done": false,
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"answer": "I don't really know \u2014 does it matter?",
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{
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"step": 4,
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"tool": "ask_question",
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"args": {
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"question": "What is the scale or scope?"
|
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},
|
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"reward": 0.02,
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"done": false,
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"result": {
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"answer": "I don't really know \u2014 does it matter?",
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"tool": "ask_question",
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"args": {
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"question": "Any constraints or limitations?"
|
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},
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"done": false,
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"result": {
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"answer": "I don't really know \u2014 does it matter?",
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"tool": "ask_question",
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"question": "What is the timeline?"
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"done": false,
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"result": {
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"answer": "I don't really know \u2014 does it matter?",
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"question": "Any other preferences?"
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"answer": "Order none-provided.",
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{
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"step": 8,
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"tool": "propose_plan",
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"args": {
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"plan": "{\"order_id\": \"Order none-provided.\"}"
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},
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"reward": 0.0,
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"expected_profile": {
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"order_id": "none-provided",
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"item_issue": "late",
|
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"refund_or_replace": "refund",
|
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"urgency": "high",
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"channel_preferred": "phone"
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{
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"seed": 10002,
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"family": "meeting_scheduling",
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{
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"role": "system",
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"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"
|
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},
|
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{
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"role": "user",
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"content": "USER REQUEST:\nSchedule a sync.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
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},
|
|
{
|
|
"role": "assistant",
|
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"content": "None of the information is needed for scheduling a sync. Let me know if you need help with that!"
|
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},
|
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{
|
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"role": "user",
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"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.\"}"
|
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},
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{
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"role": "user",
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"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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}
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"request": "Schedule a sync.",
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"task_title": "Mild Ambiguity",
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"family": "meeting_scheduling",
|
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"questions_remaining": 6,
|
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"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
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}
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{
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{
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"seed": 10002,
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"family": "meeting_scheduling",
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{
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"role": "system",
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"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSet up a meeting.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the tools are needed for the current request. The request is to set up a meeting, but no specific details have been provided. Please provide more information so that I can assist further."
|
|
},
|
|
{
|
|
"role": "user",
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|
"content": "{\"request\": \"Set up a meeting.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "user",
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"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
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},
|
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{
|
|
"role": "user",
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"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}"
|
|
}
|
|
],
|
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"trace": [
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{
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"step": 0,
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|
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"done": false,
|
|
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|
|
"request": "Set up a meeting.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "meeting_scheduling",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
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}
|
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},
|
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{
|
|
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|
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|
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|
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},
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{
|
|
"step": 2,
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|
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|
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},
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"done": false,
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"answer": "No preference, you choose.",
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|
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|
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},
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{
|
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"step": 3,
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"tool": "ask_question",
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"args": {
|
|
"question": "Any constraints or preferences?"
|
|
},
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"result": {
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"answer": "No preference, you choose.",
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{
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"args": {
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"question": "What is the timeline or deadline?"
|
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},
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|
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"answer": "No preference, you choose.",
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{
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},
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"done": true,
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"result": {
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"type": "resolution",
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"breakdown": {
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},
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"expected_profile": {
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"participants": "whole team",
|
|
"date": "this week",
|
|
"time": "morning",
|
|
"duration_minutes": 90
|
|
},
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|
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{
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"seed": 10002,
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"task_id": "hard",
|
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"scenario_id": "seed10002_meeting_scheduling_hard",
|
|
"family": "meeting_scheduling",
|
|
"request": "Get a call on the calendar.",
|
|
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},
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"messages": [
|
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{
|
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"role": "system",
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"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nGet a call on the calendar.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the tools are needed. I'll proceed to propose a plan."
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Get a call on the calendar.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
|
|
"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}"
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|
},
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{
|
|
"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}"
|
|
},
|
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{
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"role": "user",
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"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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}
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"trace": [
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{
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"result": {
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"request": "Get a call on the calendar.",
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"task_id": "hard",
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"task_title": "High Ambiguity",
|
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"family": "meeting_scheduling",
|
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"questions_remaining": 6,
|
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"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
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}
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},
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{
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"done": false,
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"answer": "No preference, you choose.",
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{
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"step": 2,
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"tool": "ask_question",
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"args": {
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"question": "What are the technical specifications?"
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"reward": 0.02,
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"done": false,
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"result": {
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"answer": "No preference, you choose.",
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"field_revealed": null,
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"duplicate": false,
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{
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"step": 3,
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"tool": "ask_question",
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"args": {
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"question": "What is the scale or scope?"
|
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},
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"reward": 0.02,
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"done": false,
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"result": {
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"answer": "No preference, you choose.",
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"args": {
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"question": "Any constraints or limitations?"
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{
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"step": 7,
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"tool": "propose_plan",
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"plan": "{}"
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"expected_profile": {
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"participants": "leadership",
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"date": "today",
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{
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"seed": 10003,
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"family": "medical_intake",
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"request": "I have a problem.",
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{
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"role": "system",
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"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"
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},
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{
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"role": "user",
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"content": "USER REQUEST:\nI have a problem.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
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},
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{
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"role": "assistant",
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"content": "None of the tools are required. Please provide the task details."
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},
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{
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"role": "user",
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"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.\"}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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}
|
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],
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"trace": [
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{
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"step": 0,
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"args": {},
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"done": false,
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"result": {
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"request": "I have a problem.",
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"task_id": "easy",
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"task_title": "Mild Ambiguity",
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"family": "medical_intake",
|
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"questions_remaining": 6,
|
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"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
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}
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{
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{
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"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",
|
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"content": "USER REQUEST:\nI need some help.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the tools are needed. I will proceed to help with the task."
|
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},
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{
|
|
"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.\"}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
|
|
{
|
|
"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}"
|
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}
|
|
],
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"trace": [
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{
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"args": {},
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|
"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."
|
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}
|
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{
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"step": 1,
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{
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|
|
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{
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|
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|
},
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|
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{
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|
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|
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},
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"expected_profile": {
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|
|
},
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|
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{
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"seed": 10003,
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"family": "medical_intake",
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"request": "I need some help.",
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|
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"messages": [
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{
|
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"role": "system",
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"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nI need some help.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the tools are required for the request. Let me know if you have any specific tasks or details to provide!"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"I need some help.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
|
|
"role": "user",
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{
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"role": "user",
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{
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"role": "assistant",
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"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.\"}"
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},
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{
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"role": "user",
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"content": "USER REQUEST:\nPlan a birthday party.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
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},
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{
|
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"role": "assistant",
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"content": "None of the tools are needed. The request is to plan a birthday party, but no specific information is provided about the details or resources required. Please provide more details to proceed."
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},
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{
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"role": "user",
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"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.\"}"
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{
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"role": "user",
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{
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},
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{
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"role": "user",
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"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nOrganize a team event.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "get_task_info()"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Organize a team event.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "propose_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})"
|
|
}
|
|
],
|
|
"trace": [
|
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{
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"step": 0,
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"tool": "get_task_info",
|
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"args": {},
|
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"reward": 0.0,
|
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"done": false,
|
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"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."
|
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}
|
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},
|
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{
|
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"step": 1,
|
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"tool": "propose_plan",
|
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"args": {
|
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"plan": "{\"stack\": \"python+fastapi"
|
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},
|
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"reward": 0.0,
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"done": true,
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"result": {
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"type": "resolution",
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"breakdown": {
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|
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},
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"expected_profile": {
|
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"event_type": "team-building",
|
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"date": "today",
|
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"guest_count": 100,
|
|
"venue": "home",
|
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"dietary_constraints": "vegetarian",
|
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"budget_band": "<$100",
|
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"theme": "themed"
|
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},
|
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"critical_fields": [
|
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"date",
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"event_type",
|
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"guest_count",
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"venue"
|
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],
|
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"required_keys": [
|
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"event_type",
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"date",
|
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"guest_count",
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"venue"
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],
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"submitted_plan": null,
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"parse_error": "invalid JSON: Unterminated string starting at",
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"questions_asked": 0,
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|
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}
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}
|
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],
|
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"elapsed_s": 0.5681540966033936
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},
|
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{
|
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"seed": 10005,
|
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"task_id": "easy",
|
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"scenario_id": "seed10005_event_planning_easy",
|
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"family": "event_planning",
|
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"request": "Set up a celebration.",
|
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"final_score": 0.0,
|
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"score_breakdown": {
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"FormatCheckRubric": 0.0
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},
|
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"questions_asked": 2,
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"format_pass": null,
|
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"parse_error": null,
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"messages": [
|
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{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSet up a celebration.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the tools are needed for this request."
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Set up a celebration.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
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},
|
|
{
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"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": [
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{
|
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"step": 0,
|
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"tool": "get_task_info",
|
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"args": {},
|
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"reward": 0.0,
|
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"done": false,
|
|
"result": {
|
|
"request": "Set up a celebration.",
|
|
"task_id": "easy",
|
|
"task_title": "Mild Ambiguity",
|
|
"family": "event_planning",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the main requirement?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
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"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
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{
|
|
"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.",
|
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"questions_remaining": 4,
|
|
"field_revealed": null,
|
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"duplicate": false,
|
|
"over_cap": false
|
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}
|
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},
|
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{
|
|
"step": 3,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{}"
|
|
},
|
|
"reward": 0.0,
|
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"done": true,
|
|
"result": {
|
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"type": "resolution",
|
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"score": 0.0,
|
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"breakdown": {
|
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"FormatCheckRubric": 0.0
|
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},
|
|
"expected_profile": {
|
|
"event_type": "anniversary",
|
|
"guest_count": 5,
|
|
"date": "this week"
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"event_type",
|
|
"guest_count"
|
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],
|
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"required_keys": [
|
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"event_type",
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"date",
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"guest_count",
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"venue"
|
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],
|
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"submitted_plan": {},
|
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"parse_error": null,
|
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"questions_asked": 2,
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"fields_revealed": []
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}
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}
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],
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"elapsed_s": 0.2574312686920166
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},
|
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{
|
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"seed": 10005,
|
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"task_id": "medium",
|
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"scenario_id": "seed10005_event_planning_medium",
|
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"family": "event_planning",
|
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"request": "Set up a celebration.",
|
|
"final_score": 0.0,
|
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"score_breakdown": {
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|
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},
|
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"questions_asked": 0,
|
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"format_pass": null,
|
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"parse_error": "invalid JSON: Unterminated string starting at",
|
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"messages": [
|
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{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSet up a celebration.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "get_task_info()"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Set up a celebration.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "propose_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Set up a celebration.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "event_planning",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"event_type": "anniversary",
|
|
"date": "next week",
|
|
"guest_count": 20,
|
|
"venue": "restaurant",
|
|
"budget_band": "$500-2000"
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"event_type",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"required_keys": [
|
|
"event_type",
|
|
"date",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"submitted_plan": null,
|
|
"parse_error": "invalid JSON: Unterminated string starting at",
|
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"questions_asked": 0,
|
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"fields_revealed": []
|
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}
|
|
}
|
|
],
|
|
"elapsed_s": 0.5642926692962646
|
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},
|
|
{
|
|
"seed": 10005,
|
|
"task_id": "hard",
|
|
"scenario_id": "seed10005_event_planning_hard",
|
|
"family": "event_planning",
|
|
"request": "Plan a birthday party.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 6,
|
|
"format_pass": null,
|
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"parse_error": null,
|
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"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nPlan a birthday party.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the tools are required for the request. I will proceed to plan the birthday party."
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Plan a birthday party.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Plan a birthday party.",
|
|
"task_id": "hard",
|
|
"task_title": "High Ambiguity",
|
|
"family": "event_planning",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the main requirement?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What are the technical specifications?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the scale or scope?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Any constraints or limitations?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the timeline?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
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{
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"step": 6,
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"tool": "ask_question",
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"args": {
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"question": "Any other preferences?"
|
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},
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"reward": 0.02,
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"done": false,
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"result": {
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"answer": "Up to you on that one.",
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"duplicate": false,
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"over_cap": false
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}
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{
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"step": 7,
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"tool": "propose_plan",
|
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"args": {
|
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"plan": "{}"
|
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},
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"reward": 0.0,
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"done": true,
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"result": {
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"type": "resolution",
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"score": 0.0,
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"breakdown": {
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},
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"expected_profile": {
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"event_type": "anniversary",
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"date": "today",
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"guest_count": 20,
|
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"venue": "rented hall",
|
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"budget_band": "<$100",
|
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"theme": "themed",
|
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"dietary_constraints": "none"
|
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},
|
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"critical_fields": [
|
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"date",
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"event_type",
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"guest_count",
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"venue"
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],
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"required_keys": [
|
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"event_type",
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"date",
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"guest_count",
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"venue"
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],
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{
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"seed": 10006,
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"task_id": "easy",
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"scenario_id": "seed10006_medical_intake_easy",
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"family": "medical_intake",
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"request": "Something's off with my health.",
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"final_score": 0.0,
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"messages": [
|
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{
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"role": "system",
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"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"
|
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},
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{
|
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"role": "user",
|
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"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()."
|
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},
|
|
{
|
|
"role": "assistant",
|
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"content": "None of the provided tools are necessary for this request. The task is to address a health-related concern, but no specific information is provided. If you can provide more details, I can help you better."
|
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},
|
|
{
|
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"role": "user",
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"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.\"}"
|
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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}
|
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],
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"trace": [
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{
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"step": 0,
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"tool": "get_task_info",
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"args": {},
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"done": false,
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"result": {
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"request": "Something's off with my health.",
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"task_id": "easy",
|
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"task_title": "Mild Ambiguity",
|
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"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."
|
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}
|
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},
|
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{
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"step": 1,
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"tool": "ask_question",
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"args": {
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"question": "What is the main requirement?"
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},
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"reward": 0.02,
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"answer": "I'm not sure about that, sorry.",
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"over_cap": false
|
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}
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},
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{
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"step": 2,
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"tool": "ask_question",
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"args": {
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"question": "Any specific preferences or constraints?"
|
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},
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"reward": 0.02,
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"done": false,
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"result": {
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"answer": "I'm not sure about that, sorry.",
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"duplicate": false,
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|
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}
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},
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{
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"step": 3,
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"tool": "propose_plan",
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"args": {
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"plan": "{}"
|
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},
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"reward": 0.0,
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"done": true,
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"result": {
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"type": "resolution",
|
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"breakdown": {
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},
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"expected_profile": {
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"duration": "chronic",
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"severity": "severe"
|
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},
|
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"critical_fields": [
|
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"duration",
|
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"severity"
|
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],
|
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"required_keys": [
|
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"primary_symptom",
|
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"duration",
|
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"severity"
|
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],
|
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"submitted_plan": {},
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{
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"seed": 10006,
|
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"task_id": "medium",
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"family": "medical_intake",
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"request": "Something's off with my health.",
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"messages": [
|
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{
|
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"role": "system",
|
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"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSomething's off with my health.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the provided tools are applicable to this request. The user is experiencing a health issue and needs assistance, but the available tools do not include any functionality related to health or medical care."
|
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},
|
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{
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"role": "user",
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"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.\"}"
|
|
},
|
|
{
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"role": "user",
|
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"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
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{
|
|
"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}"
|
|
}
|
|
],
|
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"trace": [
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{
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"step": 0,
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"tool": "get_task_info",
|
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"args": {},
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"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."
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}
|
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},
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{
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"step": 1,
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"tool": "ask_question",
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"args": {
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"question": "What is the main requirement?"
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},
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"answer": "I'm not sure about that, sorry.",
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"over_cap": false
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}
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},
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{
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"tool": "ask_question",
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"args": {
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"question": "What are the specific details needed?"
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},
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"reward": 0.02,
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"result": {
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"answer": "I'm not sure about that, sorry.",
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}
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},
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{
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"step": 3,
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"tool": "ask_question",
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"args": {
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"question": "Any constraints or preferences?"
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},
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"done": false,
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"result": {
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"answer": "I'm not sure about that, sorry.",
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}
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},
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{
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"step": 4,
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"tool": "ask_question",
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"args": {
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"question": "What is the timeline or deadline?"
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},
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"reward": 0.02,
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"done": false,
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"result": {
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"answer": "I'm not sure about that, sorry.",
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"field_revealed": null,
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"duplicate": false,
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}
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},
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{
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"step": 5,
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"tool": "propose_plan",
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"args": {
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"plan": "{}"
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},
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"reward": 0.0,
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"done": true,
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"result": {
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"type": "resolution",
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"score": 0.0,
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"breakdown": {
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},
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"expected_profile": {
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"primary_symptom": "rash",
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"duration": "chronic",
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"severity": "severe",
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"age_band": "teen"
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},
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"critical_fields": [
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"age_band",
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"duration",
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"primary_symptom",
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"severity"
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],
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"required_keys": [
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"primary_symptom",
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"duration",
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"severity"
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],
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"submitted_plan": {},
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}
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}
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"elapsed_s": 0.7786591053009033
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{
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"seed": 10006,
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"task_id": "hard",
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"scenario_id": "seed10006_medical_intake_hard",
|
|
"family": "medical_intake",
|
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"request": "I need some help.",
|
|
"final_score": 0.0,
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|
"score_breakdown": {
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"FormatCheckRubric": 0.0
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},
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"questions_asked": 6,
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"format_pass": null,
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"parse_error": null,
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"messages": [
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{
|
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"role": "system",
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"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nI need some help.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the tools are applicable for this request. Please provide more details about what you need."
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"I need some help.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
}
|
|
],
|
|
"trace": [
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{
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"step": 0,
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"tool": "get_task_info",
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|
"args": {},
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"reward": 0.0,
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|
"done": false,
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|
"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,
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|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
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},
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{
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"step": 4,
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"tool": "ask_question",
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"args": {
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"question": "Any constraints or limitations?"
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{
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"tool": "propose_plan",
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"plan": "{}"
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"done": true,
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"medications": "both",
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{
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{
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"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"
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{
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"role": "user",
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"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()."
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},
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{
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"role": "assistant",
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"content": "None of the information is provided. Please provide more details about the task."
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{
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"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.\"}"
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{
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"family": "support_triage",
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"questions_remaining": 6,
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"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
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{
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"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"
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},
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{
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"role": "user",
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"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()."
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},
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{
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"role": "assistant",
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"content": "get_task_info()"
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{
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"role": "user",
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"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.\"}"
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},
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{
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"role": "assistant",
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"content": "None of the tools are needed. The request is straightforward, and there are no additional questions to ask."
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},
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{
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"role": "user",
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"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.\"}"
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},
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{
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"role": "user",
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"Order #1199.\", \"questions_remaining\": 3, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"urgency": "medium",
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{
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"seed": 10007,
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{
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"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",
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|
"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()."
|
|
},
|
|
{
|
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"role": "assistant",
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"content": "None of the above."
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},
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{
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|
"role": "user",
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|
"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.\"}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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|
{
|
|
"role": "user",
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|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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|
},
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{
|
|
"role": "user",
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|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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|
"role": "user",
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"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
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},
|
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{
|
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"role": "user",
|
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"content": "{\"answer\": \"Order #1199.\", \"questions_remaining\": 0, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}"
|
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}
|
|
],
|
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"trace": [
|
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{
|
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"step": 0,
|
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"tool": "get_task_info",
|
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"args": {},
|
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"reward": 0.0,
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"done": false,
|
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"result": {
|
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"request": "There's an issue with my purchase.",
|
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"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."
|
|
}
|
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},
|
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{
|
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"step": 1,
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"tool": "ask_question",
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"args": {
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"question": "What is the main requirement?"
|
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},
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"reward": 0.02,
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"done": false,
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"result": {
|
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"answer": "I don't really know \u2014 does it matter?",
|
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"field_revealed": null,
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"duplicate": false,
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"over_cap": false
|
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}
|
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},
|
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{
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"step": 2,
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"tool": "ask_question",
|
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"args": {
|
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"question": "What are the technical specifications?"
|
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},
|
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"reward": 0.02,
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"done": false,
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"result": {
|
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"answer": "I don't really know \u2014 does it matter?",
|
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|
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"field_revealed": null,
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"duplicate": false,
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"over_cap": false
|
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}
|
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},
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{
|
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"step": 3,
|
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"tool": "ask_question",
|
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"args": {
|
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"question": "What is the scale or scope?"
|
|
},
|
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"reward": 0.02,
|
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"done": false,
|
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"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
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"questions_remaining": 3,
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"field_revealed": null,
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"duplicate": false,
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"over_cap": false
|
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}
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},
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{
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"step": 4,
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"tool": "ask_question",
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"args": {
|
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"question": "Any constraints or limitations?"
|
|
},
|
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"reward": 0.02,
|
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"done": false,
|
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"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
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"questions_remaining": 2,
|
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"field_revealed": null,
|
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"duplicate": false,
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"over_cap": false
|
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}
|
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},
|
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{
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"step": 5,
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"tool": "ask_question",
|
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"args": {
|
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"question": "What is the timeline?"
|
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},
|
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"reward": 0.02,
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"done": false,
|
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"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
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"questions_remaining": 1,
|
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"field_revealed": null,
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"duplicate": false,
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"over_cap": false
|
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}
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},
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{
|
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"step": 6,
|
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"tool": "ask_question",
|
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"args": {
|
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"question": "Any other preferences?"
|
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},
|
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"reward": 0.05,
|
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"done": false,
|
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"result": {
|
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"answer": "Order #1199.",
|
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"questions_remaining": 0,
|
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"field_revealed": "order_id",
|
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"duplicate": false,
|
|
"over_cap": false
|
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}
|
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},
|
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{
|
|
"step": 7,
|
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"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"order_id\": \"Order #1199.\"}"
|
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},
|
|
"reward": 0.0,
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"done": true,
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"result": {
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"type": "resolution",
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"score": 0.0,
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"breakdown": {
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"FormatCheckRubric": 0.0
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},
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"expected_profile": {
|
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"order_id": "#1199",
|
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"item_issue": "late",
|
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"refund_or_replace": "store-credit",
|
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"urgency": "medium",
|
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"channel_preferred": "email"
|
|
},
|
|
"critical_fields": [
|
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"item_issue",
|
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"order_id",
|
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"refund_or_replace",
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"urgency"
|
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],
|
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"required_keys": [
|
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"order_id",
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"item_issue",
|
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"refund_or_replace"
|
|
],
|
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"submitted_plan": {
|
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"order_id": "Order #1199."
|
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},
|
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"parse_error": null,
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"questions_asked": 6,
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"fields_revealed": [
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"order_id"
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]
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}
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}
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],
|
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"elapsed_s": 0.1892843246459961
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},
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{
|
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"seed": 10008,
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"task_id": "easy",
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"scenario_id": "seed10008_medical_intake_easy",
|
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"family": "medical_intake",
|
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"request": "Something's off with my health.",
|
|
"final_score": 0.0,
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"score_breakdown": {
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"FormatCheckRubric": 0.0
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},
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"questions_asked": 2,
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"format_pass": null,
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"parse_error": null,
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"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSomething's off with my health.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "get_task_info()"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Something's off with my health.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the tools are needed for this request. The user simply expressed a concern about their health."
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Something's off with my health.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
}
|
|
],
|
|
"trace": [
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{
|
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"step": 0,
|
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"tool": "get_task_info",
|
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"args": {},
|
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"reward": 0.0,
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"done": false,
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"result": {
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|
"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."
|
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}
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},
|
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{
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"step": 1,
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|
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"task_title": "Mild Ambiguity",
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"family": "medical_intake",
|
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"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
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},
|
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{
|
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"step": 2,
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"tool": "ask_question",
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"args": {
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"question": "What is the main requirement?"
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},
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"result": {
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"answer": "I'm not sure about that, sorry.",
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"duplicate": false,
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"over_cap": false
|
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}
|
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},
|
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{
|
|
"step": 3,
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|
"tool": "ask_question",
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"args": {
|
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"question": "Any specific preferences or constraints?"
|
|
},
|
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"reward": 0.02,
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"done": false,
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"result": {
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"answer": "I'm not sure about that, sorry.",
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"field_revealed": null,
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"duplicate": false,
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"over_cap": false
|
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}
|
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},
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{
|
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"step": 4,
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"tool": "propose_plan",
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"args": {
|
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"plan": "{}"
|
|
},
|
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"reward": 0.0,
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"done": true,
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"result": {
|
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"type": "resolution",
|
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"score": 0.0,
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"breakdown": {
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"FormatCheckRubric": 0.0
|
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},
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"expected_profile": {
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"age_band": "adult",
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"duration": "chronic",
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"severity": "mild"
|
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},
|
|
"critical_fields": [
|
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"age_band",
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"duration",
|
|
"severity"
|
|
],
|
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"required_keys": [
|
|
"primary_symptom",
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"duration",
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"severity"
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],
|
|
"submitted_plan": {},
|
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"parse_error": null,
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"questions_asked": 2,
|
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"fields_revealed": []
|
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}
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}
|
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],
|
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"elapsed_s": 0.6953458786010742
|
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},
|
|
{
|
|
"seed": 10008,
|
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"task_id": "medium",
|
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"scenario_id": "seed10008_medical_intake_medium",
|
|
"family": "medical_intake",
|
|
"request": "I have a problem.",
|
|
"final_score": 0.0,
|
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"score_breakdown": {
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"FormatCheckRubric": 0.0
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},
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"questions_asked": 4,
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"format_pass": null,
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"parse_error": null,
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"messages": [
|
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{
|
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"role": "system",
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|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nI have a problem.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the tools have been used yet. Let me ask what the problem is."
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"I have a problem.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
}
|
|
],
|
|
"trace": [
|
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{
|
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"step": 0,
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"tool": "get_task_info",
|
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"args": {},
|
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"reward": 0.0,
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"done": false,
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|
"result": {
|
|
"request": "I have a problem.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "medical_intake",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
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|
"args": {
|
|
"question": "What is the main requirement?"
|
|
},
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"done": false,
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|
"result": {
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|
"answer": "I'm not sure about that, sorry.",
|
|
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|
|
"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.",
|
|
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|
"field_revealed": null,
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|
"duplicate": false,
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|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Any constraints or preferences?"
|
|
},
|
|
"reward": 0.02,
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|
"done": false,
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|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
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|
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|
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|
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}
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|
},
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{
|
|
"step": 4,
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|
"tool": "ask_question",
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"args": {
|
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"question": "What is the timeline or deadline?"
|
|
},
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"result": {
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"answer": "I'm not sure about that, sorry.",
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|
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|
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}
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},
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{
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"step": 5,
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"tool": "propose_plan",
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"args": {
|
|
"plan": "{}"
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|
},
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|
"done": true,
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|
"result": {
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"type": "resolution",
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"score": 0.0,
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|
"breakdown": {
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},
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"expected_profile": {
|
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"primary_symptom": "cough",
|
|
"duration": "1-7 days",
|
|
"severity": "severe",
|
|
"prior_conditions": "none",
|
|
"medications": "prescription"
|
|
},
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|
"critical_fields": [
|
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"duration",
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"severity"
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],
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],
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"submitted_plan": {},
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}
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}
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],
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"elapsed_s": 0.41005921363830566
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},
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{
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"seed": 10008,
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|
"task_id": "hard",
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|
"scenario_id": "seed10008_medical_intake_hard",
|
|
"family": "medical_intake",
|
|
"request": "I need some help.",
|
|
"final_score": 0.0,
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"score_breakdown": {
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},
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"questions_asked": 6,
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"messages": [
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{
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"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nI need some help.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the tools are needed. Please provide more details about your request."
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"I need some help.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
}
|
|
],
|
|
"trace": [
|
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{
|
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"step": 0,
|
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"tool": "get_task_info",
|
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"args": {},
|
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"reward": 0.0,
|
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"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."
|
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}
|
|
},
|
|
{
|
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"step": 1,
|
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"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the main requirement?"
|
|
},
|
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"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
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"questions_remaining": 5,
|
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"field_revealed": null,
|
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"duplicate": false,
|
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"over_cap": false
|
|
}
|
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},
|
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{
|
|
"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,
|
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"duplicate": false,
|
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"over_cap": false
|
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}
|
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},
|
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{
|
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"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,
|
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"duplicate": false,
|
|
"over_cap": false
|
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}
|
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},
|
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{
|
|
"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
|
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}
|
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},
|
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{
|
|
"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,
|
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"field_revealed": null,
|
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"duplicate": false,
|
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"over_cap": false
|
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}
|
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},
|
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{
|
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"step": 6,
|
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"tool": "ask_question",
|
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"args": {
|
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"question": "Any other preferences?"
|
|
},
|
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"reward": 0.02,
|
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"done": false,
|
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"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 0,
|
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"field_revealed": null,
|
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"duplicate": false,
|
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"over_cap": false
|
|
}
|
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},
|
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{
|
|
"step": 7,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
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"score": 0.0,
|
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"breakdown": {
|
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"FormatCheckRubric": 0.0
|
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},
|
|
"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": {},
|
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"parse_error": null,
|
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"questions_asked": 6,
|
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"fields_revealed": []
|
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}
|
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}
|
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],
|
|
"elapsed_s": 0.38587164878845215
|
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},
|
|
{
|
|
"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": {
|
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"FormatCheckRubric": 0.0
|
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},
|
|
"questions_asked": 2,
|
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"format_pass": null,
|
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"parse_error": null,
|
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"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nI need help with an order.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "get_task_info()"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"I need help with an order.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the required information has been provided. Could you please provide more details about the task?"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"I need help with an order.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Order #9027.\", \"questions_remaining\": 4, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "I need help with an order.",
|
|
"task_id": "easy",
|
|
"task_title": "Mild Ambiguity",
|
|
"family": "support_triage",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
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"done": false,
|
|
"result": {
|
|
"request": "I need help with an order.",
|
|
"task_id": "easy",
|
|
"task_title": "Mild Ambiguity",
|
|
"family": "support_triage",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the main requirement?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Any specific preferences or constraints?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Order #9027.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": "order_id",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"order_id\": \"Order #9027.\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"refund_or_replace": "refund",
|
|
"order_id": "#9027"
|
|
},
|
|
"critical_fields": [
|
|
"order_id",
|
|
"refund_or_replace"
|
|
],
|
|
"required_keys": [
|
|
"order_id",
|
|
"item_issue",
|
|
"refund_or_replace"
|
|
],
|
|
"submitted_plan": {
|
|
"order_id": "Order #9027."
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 2,
|
|
"fields_revealed": [
|
|
"order_id"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 0.5547072887420654
|
|
},
|
|
{
|
|
"seed": 10009,
|
|
"task_id": "medium",
|
|
"scenario_id": "seed10009_support_triage_medium",
|
|
"family": "support_triage",
|
|
"request": "Something went wrong.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 4,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSomething went wrong.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the tools are needed. The user provided a message indicating a problem with their system."
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Something went wrong.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Order #4521.\", \"questions_remaining\": 3, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Something went wrong.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "support_triage",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the main requirement?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What are the specific details needed?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Any constraints or preferences?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Order #4521.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": "order_id",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
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"args": {
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},
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"result": {
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"expected_profile": {
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"order_id": "#4521",
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"channel_preferred": "phone"
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"item_issue",
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"order_id",
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"order_id",
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{
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"seed": 10009,
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"task_id": "hard",
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"scenario_id": "seed10009_support_triage_hard",
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"family": "support_triage",
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"request": "My order is wrong.",
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{
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"role": "system",
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"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"
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},
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{
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"role": "user",
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"content": "USER REQUEST:\nMy order is wrong.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
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},
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{
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"role": "assistant",
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"content": "None of the tools are needed. The request is clear: \"My order is wrong.\" No further questions or information is required."
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},
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{
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"role": "user",
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"content": "{\"request\": \"My order is wrong.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"role": "user",
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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{
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"role": "user",
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}
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"trace": [
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"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
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}
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"answer": "I don't really know \u2014 does it matter?",
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"question": "What is the scale or scope?"
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},
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"done": false,
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"result": {
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"answer": "I don't really know \u2014 does it matter?",
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{
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"expected_profile": {
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"refund_or_replace": "unsure",
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"channel_preferred": "phone",
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"urgency": "medium"
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},
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"critical_fields": [
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"urgency"
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"elapsed_s": 0.5746839046478271
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},
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{
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"seed": 10010,
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"task_id": "easy",
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"scenario_id": "seed10010_event_planning_easy",
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"family": "event_planning",
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"request": "Set up a celebration.",
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{
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"role": "system",
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"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSet up a celebration.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the tools are required for this request. Please provide more details so I can assist you better."
|
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},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Set up a celebration.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
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},
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{
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"role": "user",
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"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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}
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],
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"trace": [
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{
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"done": false,
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|
"result": {
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"request": "Set up a celebration.",
|
|
"task_id": "easy",
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|
"task_title": "Mild Ambiguity",
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|
"family": "event_planning",
|
|
"questions_remaining": 6,
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"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
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"event_type": "anniversary",
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"date": "next week"
|
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{
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"seed": 10010,
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"family": "event_planning",
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"messages": [
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{
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"role": "system",
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"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSet up a celebration.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the tools are needed. The request to set up a celebration can be fulfilled by organizing the steps as per the available resources and time."
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Set up a celebration.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
}
|
|
],
|
|
"trace": [
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{
|
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"step": 0,
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|
"tool": "get_task_info",
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|
"args": {},
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|
"reward": 0.0,
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|
"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."
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}
|
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},
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{
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},
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"result": {
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{
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{
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"role": "assistant",
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"content": "get_task_info()"
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{
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"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.\"}"
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{
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},
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{
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"role": "user",
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"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",
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|
"content": "None of the tools are needed. I will inform the user that I am not feeling well."
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{
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"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.\"}"
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"medications": "both",
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{
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"task_id": "hard",
|
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"scenario_id": "seed10011_medical_intake_hard",
|
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"family": "medical_intake",
|
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"request": "I have a problem.",
|
|
"final_score": 0.0,
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"score_breakdown": {
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"FormatCheckRubric": 0.0
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},
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"questions_asked": 6,
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"format_pass": null,
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"parse_error": null,
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"messages": [
|
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{
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"role": "system",
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"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"
|
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},
|
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{
|
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"role": "user",
|
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"content": "USER REQUEST:\nI have a problem.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
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},
|
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{
|
|
"role": "assistant",
|
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"content": "None of the tools have been used yet. Let me ask you what you need."
|
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},
|
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{
|
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"role": "user",
|
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"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.\"}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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}
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],
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"trace": [
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{
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"step": 0,
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"tool": "get_task_info",
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"args": {},
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"reward": 0.0,
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"done": false,
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"result": {
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"request": "I have a problem.",
|
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"task_id": "hard",
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"task_title": "High Ambiguity",
|
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"family": "medical_intake",
|
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"questions_remaining": 6,
|
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"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
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}
|
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},
|
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{
|
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"step": 1,
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"tool": "ask_question",
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"args": {
|
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"question": "What is the main requirement?"
|
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},
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"reward": 0.02,
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"done": false,
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"result": {
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"answer": "I'm not sure about that, sorry.",
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"questions_remaining": 5,
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"field_revealed": null,
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"duplicate": false,
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"over_cap": false
|
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}
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},
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{
|
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"step": 2,
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"tool": "ask_question",
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"args": {
|
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"question": "What are the technical specifications?"
|
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},
|
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"reward": 0.02,
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"done": false,
|
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"result": {
|
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"answer": "I'm not sure about that, sorry.",
|
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"questions_remaining": 4,
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"field_revealed": null,
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"duplicate": false,
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"over_cap": false
|
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}
|
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},
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{
|
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"step": 3,
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"tool": "ask_question",
|
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"args": {
|
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"question": "What is the scale or scope?"
|
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},
|
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"reward": 0.02,
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"done": false,
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"result": {
|
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"answer": "I'm not sure about that, sorry.",
|
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"questions_remaining": 3,
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"field_revealed": null,
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"duplicate": false,
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"over_cap": false
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}
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},
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{
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"step": 4,
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"tool": "ask_question",
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"args": {
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"question": "Any constraints or limitations?"
|
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},
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"reward": 0.02,
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"done": false,
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"result": {
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"answer": "I'm not sure about that, sorry.",
|
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"questions_remaining": 2,
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"field_revealed": null,
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"duplicate": false,
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"over_cap": false
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}
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},
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{
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"step": 5,
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"tool": "ask_question",
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"args": {
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"question": "What is the timeline?"
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},
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"reward": 0.02,
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"done": false,
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"result": {
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"answer": "I'm not sure about that, sorry.",
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"duplicate": false,
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"over_cap": false
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}
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},
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{
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"step": 6,
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"tool": "ask_question",
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"args": {
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"question": "Any other preferences?"
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},
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"reward": 0.02,
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"done": false,
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"result": {
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"answer": "I'm not sure about that, sorry.",
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"questions_remaining": 0,
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"field_revealed": null,
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"duplicate": false,
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"over_cap": false
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}
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},
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{
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"step": 7,
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"tool": "propose_plan",
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"args": {
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"plan": "{}"
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},
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"reward": 0.0,
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"done": true,
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"result": {
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"type": "resolution",
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"score": 0.0,
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"breakdown": {
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"FormatCheckRubric": 0.0
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},
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"expected_profile": {
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"primary_symptom": "pain",
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"duration": "1-24 hours",
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"severity": "severe",
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"medications": "both",
|
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"prior_conditions": "hypertension",
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"age_band": "child"
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},
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"critical_fields": [
|
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"age_band",
|
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"duration",
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"primary_symptom",
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"severity"
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],
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"required_keys": [
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"primary_symptom",
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"duration",
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"severity"
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],
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"parse_error": null,
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"questions_asked": 6,
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"fields_revealed": []
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}
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}
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],
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"elapsed_s": 0.4251255989074707
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},
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{
|
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"seed": 10012,
|
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"task_id": "easy",
|
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"scenario_id": "seed10012_meeting_scheduling_easy",
|
|
"family": "meeting_scheduling",
|
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"request": "Schedule a sync.",
|
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"final_score": 0.0,
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"score_breakdown": {
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"FormatCheckRubric": 0.0
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},
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"questions_asked": 2,
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"format_pass": null,
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"parse_error": null,
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"messages": [
|
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{
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"role": "system",
|
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"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSchedule a sync.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the tools are needed. The request is to schedule a sync, and it has been specified that there are 8 steps."
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Schedule a sync.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
}
|
|
],
|
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"trace": [
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{
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"step": 0,
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"tool": "get_task_info",
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"args": {},
|
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"reward": 0.0,
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"done": false,
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|
"result": {
|
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"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."
|
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}
|
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},
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{
|
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"step": 1,
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"tool": "ask_question",
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"args": {
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"question": "What is the main requirement?"
|
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},
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"done": false,
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"result": {
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"answer": "No preference, you choose.",
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|
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}
|
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},
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{
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"step": 2,
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"tool": "ask_question",
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"args": {
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"question": "Any specific preferences or constraints?"
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},
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"reward": 0.02,
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"done": false,
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"result": {
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"answer": "No preference, you choose.",
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"duplicate": false,
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"over_cap": false
|
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}
|
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},
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{
|
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"step": 3,
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"tool": "propose_plan",
|
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"args": {
|
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"plan": "{}"
|
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},
|
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"reward": 0.0,
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"done": true,
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"result": {
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"type": "resolution",
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"score": 0.0,
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"breakdown": {
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|
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},
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"expected_profile": {
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"participants": "whole team",
|
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"duration_minutes": 45,
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|
"time": "afternoon"
|
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},
|
|
"critical_fields": [
|
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"duration_minutes",
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"participants",
|
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"time"
|
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],
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},
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{
|
|
"seed": 10012,
|
|
"task_id": "medium",
|
|
"scenario_id": "seed10012_meeting_scheduling_medium",
|
|
"family": "meeting_scheduling",
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"request": "Set up a meeting.",
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|
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"messages": [
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{
|
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"role": "system",
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"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSet up a meeting.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the information is needed to set up a meeting. I can proceed with the plan."
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Set up a meeting.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
}
|
|
],
|
|
"trace": [
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{
|
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"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Set up a meeting.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "meeting_scheduling",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
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|
|
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|
|
},
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|
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|
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|
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},
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{
|
|
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|
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|
"args": {
|
|
"question": "What are the specific details needed?"
|
|
},
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|
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"done": false,
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|
"result": {
|
|
"answer": "No preference, you choose.",
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|
}
|
|
},
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|
{
|
|
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|
"tool": "ask_question",
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|
"args": {
|
|
"question": "Any constraints or preferences?"
|
|
},
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|
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"answer": "No preference, you choose.",
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}
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},
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{
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"args": {
|
|
"question": "What is the timeline or deadline?"
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|
},
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"answer": "No preference, you choose.",
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}
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},
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{
|
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"step": 5,
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|
|
"plan": "{}"
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|
},
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"expected_profile": {
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{
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{
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{
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},
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{
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"role": "user",
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"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()."
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},
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{
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"role": "assistant",
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{
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"role": "user",
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"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.\"}"
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{
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},
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{
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"content": "{\"answer\": \"Order #7830.\", \"questions_remaining\": 4, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}"
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}
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],
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{
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|
},
|
|
{
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|
"role": "assistant",
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"content": "None of the tools are needed. I will proceed to propose a plan."
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},
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{
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"role": "user",
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"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.\"}"
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|
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{
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"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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},
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{
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|
"role": "user",
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|
"content": "{\"answer\": \"Order #7830.\", \"questions_remaining\": 3, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
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|
{
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|
"role": "user",
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|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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}
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{
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"step": 4,
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"tool": "ask_question",
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"args": {
|
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"question": "What is the timeline or deadline?"
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},
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"reward": 0.02,
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"done": false,
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"result": {
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"answer": "I don't really know \u2014 does it matter?",
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"questions_remaining": 2,
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"field_revealed": null,
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"duplicate": false,
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"over_cap": false
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}
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},
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{
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"step": 5,
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"tool": "propose_plan",
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"args": {
|
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"plan": "{\"order_id\": \"Order #7830.\"}"
|
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},
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"reward": 0.0,
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"done": true,
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"result": {
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"type": "resolution",
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"score": 0.0,
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"breakdown": {
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"FormatCheckRubric": 0.0
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},
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"expected_profile": {
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"order_id": "#7830",
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"item_issue": "never-arrived",
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"refund_or_replace": "store-credit",
|
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"urgency": "medium",
|
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"channel_preferred": "chat"
|
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},
|
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"critical_fields": [
|
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"item_issue",
|
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"order_id",
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"refund_or_replace",
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"urgency"
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],
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"required_keys": [
|
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"order_id",
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"item_issue",
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"refund_or_replace"
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],
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"submitted_plan": {
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"order_id": "Order #7830."
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}
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],
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"elapsed_s": 0.3796994686126709
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},
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{
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"seed": 10013,
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"task_id": "hard",
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"scenario_id": "seed10013_support_triage_hard",
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"family": "support_triage",
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"request": "I need help with an order.",
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"final_score": 0.0,
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"score_breakdown": {
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},
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{
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"role": "system",
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"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"
|
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},
|
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{
|
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"role": "user",
|
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"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()."
|
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},
|
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{
|
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"role": "assistant",
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"content": "None of the information is provided. Please provide more details about the order you need help with."
|
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},
|
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{
|
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"role": "user",
|
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"content": "{\"request\": \"I need help with an order.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"Order #7830.\", \"questions_remaining\": 0, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}"
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}
|
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],
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"trace": [
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{
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"step": 0,
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"tool": "get_task_info",
|
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"args": {},
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"reward": 0.0,
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"done": false,
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"result": {
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"request": "I need help with an order.",
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"task_id": "hard",
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"task_title": "High Ambiguity",
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"family": "support_triage",
|
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"questions_remaining": 6,
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"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
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}
|
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},
|
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{
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"step": 1,
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"tool": "ask_question",
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"args": {
|
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"question": "What is the main requirement?"
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},
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"reward": 0.02,
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"done": false,
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"result": {
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"answer": "I don't really know \u2014 does it matter?",
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"field_revealed": null,
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"duplicate": false,
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"over_cap": false
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}
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},
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{
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"step": 2,
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"tool": "ask_question",
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"args": {
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"question": "What are the technical specifications?"
|
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},
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"reward": 0.02,
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"done": false,
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"result": {
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"answer": "I don't really know \u2014 does it matter?",
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"questions_remaining": 4,
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"field_revealed": null,
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"duplicate": false,
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"over_cap": false
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}
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},
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{
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"step": 3,
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"tool": "ask_question",
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"args": {
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"question": "What is the scale or scope?"
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},
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"reward": 0.02,
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"done": false,
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"result": {
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"answer": "I don't really know \u2014 does it matter?",
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"field_revealed": null,
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"duplicate": false,
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"over_cap": false
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}
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},
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{
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"step": 4,
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"tool": "ask_question",
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"args": {
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"question": "Any constraints or limitations?"
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},
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"reward": 0.02,
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"done": false,
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"result": {
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"answer": "I don't really know \u2014 does it matter?",
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"field_revealed": null,
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}
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},
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{
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"answer": "I don't really know \u2014 does it matter?",
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}
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},
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{
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"step": 6,
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"tool": "ask_question",
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"args": {
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"question": "Any other preferences?"
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},
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"reward": 0.05,
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"done": false,
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"result": {
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"answer": "Order #7830.",
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"questions_remaining": 0,
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"field_revealed": "order_id",
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"over_cap": false
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}
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},
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{
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"step": 7,
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"tool": "propose_plan",
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"args": {
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"plan": "{\"order_id\": \"Order #7830.\"}"
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},
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"reward": 0.0,
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"done": true,
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"result": {
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"type": "resolution",
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"breakdown": {
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},
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"expected_profile": {
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"order_id": "#7830",
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"item_issue": "never-arrived",
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"refund_or_replace": "store-credit",
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"urgency": "medium",
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"channel_preferred": "chat"
|
|
},
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"critical_fields": [
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"item_issue",
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"order_id",
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"refund_or_replace",
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"urgency"
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],
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"required_keys": [
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"order_id",
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"item_issue",
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"refund_or_replace"
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],
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"submitted_plan": {
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"order_id": "Order #7830."
|
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},
|
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"parse_error": null,
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"questions_asked": 6,
|
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"fields_revealed": [
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]
|
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}
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}
|
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],
|
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"elapsed_s": 0.49378108978271484
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},
|
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{
|
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"seed": 10014,
|
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"task_id": "easy",
|
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"scenario_id": "seed10014_meeting_scheduling_easy",
|
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"family": "meeting_scheduling",
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"request": "Set up a meeting.",
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"final_score": 0.0,
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"score_breakdown": {
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},
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"messages": [
|
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{
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"role": "system",
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"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSet up a meeting.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the tools are required for the request. I will proceed with setting up the meeting."
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Set up a meeting.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
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"role": "user",
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"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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},
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{
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"role": "user",
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"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
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}
|
|
],
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"trace": [
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{
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"step": 0,
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"tool": "get_task_info",
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"args": {},
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"reward": 0.0,
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"done": false,
|
|
"result": {
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|
"request": "Set up a meeting.",
|
|
"task_id": "easy",
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|
"task_title": "Mild Ambiguity",
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"family": "meeting_scheduling",
|
|
"questions_remaining": 6,
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|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
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}
|
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},
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{
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},
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"over_cap": false
|
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}
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},
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{
|
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"args": {
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"question": "Any specific preferences or constraints?"
|
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},
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"done": false,
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}
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},
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{
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},
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"expected_profile": {
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"time": "flexible",
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"participants": "whole team"
|
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},
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"participants",
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"time"
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],
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],
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}
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}
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],
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},
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{
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"seed": 10014,
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"task_id": "medium",
|
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"scenario_id": "seed10014_meeting_scheduling_medium",
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"family": "meeting_scheduling",
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"request": "Get a call on the calendar.",
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},
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"messages": [
|
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{
|
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"role": "system",
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"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nGet a call on the calendar.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "None of the tools are needed for the request."
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Get a call on the calendar.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
}
|
|
],
|
|
"trace": [
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{
|
|
"step": 0,
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|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Get a call on the calendar.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "meeting_scheduling",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
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|
"args": {
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|
"question": "What is the main requirement?"
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|
},
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"result": {
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{
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{
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"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"
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},
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{
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{
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{
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{
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{
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},
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{
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"role": "user",
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"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()."
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},
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{
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"role": "assistant",
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"content": "None of the above tools are needed. The request to \"Get a call on the calendar\" is to schedule a call, but the available tools are not relevant. However, if you need to confirm the task or set up the plan, I can help with that. Would you like to proceed with confirming the task or setting up a plan?"
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},
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{
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"role": "user",
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"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.\"}"
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{
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{
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|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSchedule a sync.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "get_task_info()"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Schedule a sync.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "propose_plan({\"stack\": \"python+fastapi\", \"scale\": \"1k users\"})"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Schedule a sync.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "meeting_scheduling",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"participants": "just me and X",
|
|
"date": "this week",
|
|
"time": "evening",
|
|
"duration_minutes": 30,
|
|
"platform": "google-meet"
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"duration_minutes",
|
|
"participants",
|
|
"time"
|
|
],
|
|
"required_keys": [
|
|
"participants",
|
|
"date",
|
|
"time"
|
|
],
|
|
"submitted_plan": null,
|
|
"parse_error": "invalid JSON: Unterminated string starting at",
|
|
"questions_asked": 0,
|
|
"fields_revealed": []
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 0.541414737701416
|
|
}
|
|
]
|
|
} |