10764 lines
410 KiB
JSON
10764 lines
410 KiB
JSON
{
|
|
"summary": {
|
|
"model": "Qwen/Qwen3-1.7B",
|
|
"mode": "api",
|
|
"scenarios_total": 50,
|
|
"elapsed_s": 156.11576533317566,
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"avg_score": 0.0,
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"avg_questions": 4.94,
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|
"format_pass_rate": 0.0,
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"completion_rate": 0.0
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},
|
|
"config": {
|
|
"mode": "api",
|
|
"model": "Qwen/Qwen3-1.7B",
|
|
"api_base_url": "http://127.0.0.1:8000/v1",
|
|
"env_base_url": "https://agarwalanu3103-clarify-rl.hf.space",
|
|
"scenarios_file": "/tmp/clarify-rl/scenarios/eval_held_out.json",
|
|
"limit": 50
|
|
},
|
|
"results": [
|
|
{
|
|
"seed": 10000,
|
|
"task_id": "easy",
|
|
"scenario_id": "seed10000_event_planning_easy",
|
|
"family": "event_planning",
|
|
"request": "Set up a celebration.",
|
|
"final_score": 0.0,
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"score_breakdown": {
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"FormatCheckRubric": 0.0
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},
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"questions_asked": 5,
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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",
|
|
"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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|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSet up a celebration.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Set up a celebration.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the theme of the celebration?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date of the celebration?\"}"
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|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"today.\", \"questions_remaining\": 4, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"How many guests are expected?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the celebration?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"At a office.\", \"questions_remaining\": 2, \"field_revealed\": \"venue\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the celebration?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Set up a celebration.",
|
|
"task_id": "easy",
|
|
"task_title": "Mild Ambiguity",
|
|
"family": "event_planning",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the theme of the celebration?"
|
|
},
|
|
"reward": 0.02,
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|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
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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 date of the celebration?"
|
|
},
|
|
"reward": 0.05,
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|
"done": false,
|
|
"result": {
|
|
"answer": "today.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": "date",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "How many guests are expected?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
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|
"tool": "ask_question",
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"args": {
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"question": "What is the location of the celebration?"
|
|
},
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|
"reward": 0.05,
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"done": false,
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"result": {
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"answer": "At a office.",
|
|
"questions_remaining": 2,
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|
"field_revealed": "venue",
|
|
"duplicate": false,
|
|
"over_cap": false
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|
}
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|
},
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|
{
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|
"step": 5,
|
|
"tool": "ask_question",
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|
"args": {
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"question": "What is the budget for the celebration?"
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|
},
|
|
"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,
|
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"tool": "propose_plan",
|
|
"args": {
|
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"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
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},
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"reward": 0.0,
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"done": true,
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"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
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"FormatCheckRubric": 0.0
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},
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"expected_profile": {
|
|
"event_type": "birthday",
|
|
"date": "today",
|
|
"venue": "office"
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"event_type",
|
|
"venue"
|
|
],
|
|
"required_keys": [
|
|
"event_type",
|
|
"date",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
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|
"scale": "1k users"
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},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
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"date",
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|
"venue"
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|
]
|
|
}
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|
}
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|
],
|
|
"elapsed_s": 4.352880477905273
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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,
|
|
"score_breakdown": {
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"FormatCheckRubric": 0.0
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},
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"questions_asked": 5,
|
|
"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:\nPlan a birthday party.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Plan a birthday party.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the birthday party?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Budget around $500-2000.\", \"questions_remaining\": 5, \"field_revealed\": \"budget_band\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Who is the guest of honor?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"About 5 people.\", \"questions_remaining\": 4, \"field_revealed\": \"guest_count\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred venue type?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"At a office.\", \"questions_remaining\": 3, \"field_revealed\": \"venue\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred cuisine?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred activity or theme?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Plan a birthday party.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "event_planning",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the budget for the birthday party?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Budget around $500-2000.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "budget_band",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Who is the guest of honor?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "About 5 people.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": "guest_count",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the preferred venue type?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "At a office.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": "venue",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the preferred cuisine?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the preferred activity or theme?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"event_type": "birthday",
|
|
"date": "today",
|
|
"guest_count": 5,
|
|
"venue": "office",
|
|
"budget_band": "$500-2000"
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"event_type",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"required_keys": [
|
|
"event_type",
|
|
"date",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"budget_band",
|
|
"guest_count",
|
|
"venue"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 2.995244264602661
|
|
},
|
|
{
|
|
"seed": 10000,
|
|
"task_id": "hard",
|
|
"scenario_id": "seed10000_event_planning_hard",
|
|
"family": "event_planning",
|
|
"request": "Plan a birthday party.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nPlan a birthday party.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Plan a birthday party.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the birthday party?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Budget around $100-500.\", \"questions_remaining\": 5, \"field_revealed\": \"budget_band\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Who is the guest list?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"About 100 people.\", \"questions_remaining\": 4, \"field_revealed\": \"guest_count\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the theme of the birthday party?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"surprise.\", \"questions_remaining\": 3, \"field_revealed\": \"theme\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date of the birthday party?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"this week.\", \"questions_remaining\": 2, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the name of the birthday person?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Plan a birthday party.",
|
|
"task_id": "hard",
|
|
"task_title": "High Ambiguity",
|
|
"family": "event_planning",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the budget for the birthday party?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Budget around $100-500.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "budget_band",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Who is the guest list?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "About 100 people.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": "guest_count",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the theme of the birthday party?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "surprise.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": "theme",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the date of the birthday party?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "this week.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": "date",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the name of the birthday person?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"event_type": "birthday",
|
|
"date": "this week",
|
|
"guest_count": 100,
|
|
"venue": "office",
|
|
"budget_band": "$100-500",
|
|
"dietary_constraints": "none",
|
|
"theme": "surprise"
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"event_type",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"required_keys": [
|
|
"event_type",
|
|
"date",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"budget_band",
|
|
"date",
|
|
"guest_count",
|
|
"theme"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.0758841037750244
|
|
},
|
|
{
|
|
"seed": 10001,
|
|
"task_id": "easy",
|
|
"scenario_id": "seed10001_support_triage_easy",
|
|
"family": "support_triage",
|
|
"request": "My order is wrong.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nMy order is wrong.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"My order is wrong.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the correct item you received?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the correct item you received?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the correct item you received?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the correct item you received?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the correct item you received?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "My order is wrong.",
|
|
"task_id": "easy",
|
|
"task_title": "Mild Ambiguity",
|
|
"family": "support_triage",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the correct item you received?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the correct item you received?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the correct item you received?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the correct item you received?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the correct item you received?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"order_id": "none-provided",
|
|
"item_issue": "late"
|
|
},
|
|
"critical_fields": [
|
|
"item_issue",
|
|
"order_id"
|
|
],
|
|
"required_keys": [
|
|
"order_id",
|
|
"item_issue",
|
|
"refund_or_replace"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": []
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.0332298278808594
|
|
},
|
|
{
|
|
"seed": 10001,
|
|
"task_id": "medium",
|
|
"scenario_id": "seed10001_support_triage_medium",
|
|
"family": "support_triage",
|
|
"request": "My order is wrong.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 2,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nMy order is wrong.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"My order is wrong.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the correct item you received?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the reason for the order being wrong?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"never-arrived.\", \"questions_remaining\": 4, \"field_revealed\": \"item_issue\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "My order is wrong.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "support_triage",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the correct item you received?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the reason for the order being wrong?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "never-arrived.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": "item_issue",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"order_id": "#9027",
|
|
"item_issue": "never-arrived",
|
|
"refund_or_replace": "unsure",
|
|
"urgency": "high"
|
|
},
|
|
"critical_fields": [
|
|
"item_issue",
|
|
"order_id",
|
|
"refund_or_replace",
|
|
"urgency"
|
|
],
|
|
"required_keys": [
|
|
"order_id",
|
|
"item_issue",
|
|
"refund_or_replace"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 2,
|
|
"fields_revealed": [
|
|
"item_issue"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 1.7384333610534668
|
|
},
|
|
{
|
|
"seed": 10001,
|
|
"task_id": "hard",
|
|
"scenario_id": "seed10001_support_triage_hard",
|
|
"family": "support_triage",
|
|
"request": "There's an issue with my purchase.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nThere's an issue with my purchase.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"There's an issue with my purchase.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the nature of the issue with your purchase?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the product name or number related to your purchase?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"When did you make the purchase?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the reason for the issue with your purchase?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Do you have any additional information about the issue?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "There's an issue with my purchase.",
|
|
"task_id": "hard",
|
|
"task_title": "High Ambiguity",
|
|
"family": "support_triage",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the nature of the issue with your purchase?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the product name or number related to your purchase?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "When did you make the purchase?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the reason for the issue with your purchase?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Do you have any additional information about the issue?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"order_id": "none-provided",
|
|
"item_issue": "late",
|
|
"refund_or_replace": "refund",
|
|
"urgency": "high",
|
|
"channel_preferred": "phone"
|
|
},
|
|
"critical_fields": [
|
|
"item_issue",
|
|
"order_id",
|
|
"refund_or_replace",
|
|
"urgency"
|
|
],
|
|
"required_keys": [
|
|
"order_id",
|
|
"item_issue",
|
|
"refund_or_replace"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": []
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.222181558609009
|
|
},
|
|
{
|
|
"seed": 10002,
|
|
"task_id": "easy",
|
|
"scenario_id": "seed10002_meeting_scheduling_easy",
|
|
"family": "meeting_scheduling",
|
|
"request": "Schedule a sync.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSchedule a sync.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Schedule a sync.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date and time of the sync?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the duration of the sync?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Who is participating in the sync?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"whole team.\", \"questions_remaining\": 3, \"field_revealed\": \"participants\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the purpose of the sync?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the priority level of the sync?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Schedule a sync.",
|
|
"task_id": "easy",
|
|
"task_title": "Mild Ambiguity",
|
|
"family": "meeting_scheduling",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the date and time of the sync?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the duration of the sync?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Who is participating in the sync?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "whole team.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": "participants",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the purpose of the sync?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the priority level of the sync?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
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"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
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"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
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},
|
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"expected_profile": {
|
|
"participants": "whole team",
|
|
"time": "evening"
|
|
},
|
|
"critical_fields": [
|
|
"participants",
|
|
"time"
|
|
],
|
|
"required_keys": [
|
|
"participants",
|
|
"date",
|
|
"time"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
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"questions_asked": 5,
|
|
"fields_revealed": [
|
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"participants"
|
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]
|
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}
|
|
}
|
|
],
|
|
"elapsed_s": 3.167224407196045
|
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},
|
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{
|
|
"seed": 10002,
|
|
"task_id": "medium",
|
|
"scenario_id": "seed10002_meeting_scheduling_medium",
|
|
"family": "meeting_scheduling",
|
|
"request": "Set up a meeting.",
|
|
"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": 5,
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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 meeting.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Set up a meeting.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date and time of the meeting?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"this week.\", \"questions_remaining\": 5, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the time of the meeting?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Who should be invited to the meeting?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"whole team.\", \"questions_remaining\": 3, \"field_revealed\": \"participants\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the purpose of the meeting?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the meeting?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"meeting_scheduling\\\", \\\"scale\\\": \\\"whole team\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Set up a meeting.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "meeting_scheduling",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the date and time of the meeting?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "this week.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "date",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the time of the meeting?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Who should be invited to the meeting?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "whole team.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": "participants",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the purpose of the meeting?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the location of the meeting?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"meeting_scheduling\", \"scale\": \"whole team\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"participants": "whole team",
|
|
"date": "this week",
|
|
"time": "morning",
|
|
"duration_minutes": 90
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"duration_minutes",
|
|
"participants",
|
|
"time"
|
|
],
|
|
"required_keys": [
|
|
"participants",
|
|
"date",
|
|
"time"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "meeting_scheduling",
|
|
"scale": "whole team"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"date",
|
|
"participants"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.006574869155884
|
|
},
|
|
{
|
|
"seed": 10002,
|
|
"task_id": "hard",
|
|
"scenario_id": "seed10002_meeting_scheduling_hard",
|
|
"family": "meeting_scheduling",
|
|
"request": "Get a call on the calendar.",
|
|
"final_score": 0.0,
|
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"score_breakdown": {
|
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"FormatCheckRubric": 0.0
|
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},
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"questions_asked": 5,
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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:\nGet a call on the calendar.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Get a call on the calendar.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What time would you like to schedule the call?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"evening.\", \"questions_remaining\": 5, \"field_revealed\": \"time\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Where would you like to schedule the call?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Who would like to be the host of the call?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"leadership.\", \"questions_remaining\": 3, \"field_revealed\": \"participants\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the duration of the call?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"30 minutes.\", \"questions_remaining\": 2, \"field_revealed\": \"duration_minutes\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the call?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Get a call on the calendar.",
|
|
"task_id": "hard",
|
|
"task_title": "High Ambiguity",
|
|
"family": "meeting_scheduling",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What time would you like to schedule the call?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "evening.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "time",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Where would you like to schedule the call?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Who would like to be the host of the call?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "leadership.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": "participants",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the duration of the call?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "30 minutes.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": "duration_minutes",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the location of the call?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"participants": "leadership",
|
|
"date": "today",
|
|
"time": "evening",
|
|
"duration_minutes": 30,
|
|
"platform": "in-person"
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"duration_minutes",
|
|
"participants",
|
|
"time"
|
|
],
|
|
"required_keys": [
|
|
"participants",
|
|
"date",
|
|
"time"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"duration_minutes",
|
|
"participants",
|
|
"time"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.107130765914917
|
|
},
|
|
{
|
|
"seed": 10003,
|
|
"task_id": "easy",
|
|
"scenario_id": "seed10003_medical_intake_easy",
|
|
"family": "medical_intake",
|
|
"request": "I have a problem.",
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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": 5,
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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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},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nI have a problem.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
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},
|
|
{
|
|
"role": "assistant",
|
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"content": "TOOL: get_task_info\nARGS: {}"
|
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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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"role": "assistant",
|
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"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the specific issue you're facing?\"}"
|
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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": "assistant",
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"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the context or scenario you're describing?\"}"
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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": "assistant",
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"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the expected outcome or goal?\"}"
|
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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": "assistant",
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"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the deadline or timeframe for this task?\"}"
|
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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": "assistant",
|
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"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the resource or tool you need?\"}"
|
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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": "assistant",
|
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"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
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}
|
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],
|
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"trace": [
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{
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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": "easy",
|
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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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{
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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 specific issue you're facing?"
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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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"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 is the context or scenario you're describing?"
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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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"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 expected outcome or goal?"
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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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"tool": "ask_question",
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"args": {
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"question": "What is the resource or tool you need?"
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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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"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": "propose_plan",
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"args": {
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"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
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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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"FormatCheckRubric": 0.0
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},
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"expected_profile": {
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"age_band": "senior",
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"primary_symptom": "fatigue"
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},
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"critical_fields": [
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"age_band",
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"primary_symptom"
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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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"stack": "python+fastapi",
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"scale": "1k users"
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},
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"parse_error": null,
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"questions_asked": 5,
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"fields_revealed": []
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}
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}
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],
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"elapsed_s": 3.1401278972625732
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},
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{
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"seed": 10003,
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"task_id": "medium",
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"scenario_id": "seed10003_medical_intake_medium",
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"family": "medical_intake",
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"request": "I need some help.",
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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 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
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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.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the specific goal or objective of the task?\"}"
|
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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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},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the target audience or users for the task?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
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},
|
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{
|
|
"role": "assistant",
|
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"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the time frame or duration of the task?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"About 1-4 weeks.\", \"questions_remaining\": 3, \"field_revealed\": \"duration\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
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"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget allocated for this task?\"}"
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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": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the priority level of this task?\"}"
|
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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": "assistant",
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"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the main objective of the task?\"}"
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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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},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
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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 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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"step": 1,
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"tool": "ask_question",
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"args": {
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"question": "What is the specific goal or objective of the task?"
|
|
},
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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.",
|
|
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|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
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},
|
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{
|
|
"step": 2,
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|
"tool": "ask_question",
|
|
"args": {
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"question": "What is the target audience or users for the task?"
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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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"step": 3,
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"tool": "ask_question",
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"args": {
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"question": "What is the time frame or duration of the task?"
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|
},
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"done": false,
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|
"result": {
|
|
"answer": "About 1-4 weeks.",
|
|
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|
|
"field_revealed": "duration",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
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|
"tool": "ask_question",
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|
"args": {
|
|
"question": "What is the budget allocated for this task?"
|
|
},
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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": 5,
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"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the priority level of this task?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
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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": {
|
|
"question": "What is the main objective of the task?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
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|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 7,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
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"done": true,
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|
"result": {
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|
"type": "resolution",
|
|
"score": 0.0,
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|
"breakdown": {
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|
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|
|
},
|
|
"expected_profile": {
|
|
"primary_symptom": "fever",
|
|
"duration": "1-4 weeks",
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|
"severity": "moderate",
|
|
"prior_conditions": "hypertension"
|
|
},
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|
"critical_fields": [
|
|
"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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"stack": "python+fastapi",
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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": 10003,
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"task_id": "hard",
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"scenario_id": "seed10003_medical_intake_hard",
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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": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"I need some help.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the specific goal of the task?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the target audience for the task?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the time frame for the task?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the task?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the priority level of the task?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the main objective of the task?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "I need some help.",
|
|
"task_id": "hard",
|
|
"task_title": "High Ambiguity",
|
|
"family": "medical_intake",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the specific goal of the task?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the target audience for the task?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the time frame for the task?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the budget for the task?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the priority level of the task?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the main objective of the task?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 0,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 7,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"primary_symptom": "fatigue",
|
|
"duration": "1-7 days",
|
|
"severity": "moderate",
|
|
"prior_conditions": "hypertension",
|
|
"age_band": "senior",
|
|
"medications": "prescription"
|
|
},
|
|
"critical_fields": [
|
|
"age_band",
|
|
"duration",
|
|
"primary_symptom",
|
|
"severity"
|
|
],
|
|
"required_keys": [
|
|
"primary_symptom",
|
|
"duration",
|
|
"severity"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 6,
|
|
"fields_revealed": []
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.5524168014526367
|
|
},
|
|
{
|
|
"seed": 10004,
|
|
"task_id": "easy",
|
|
"scenario_id": "seed10004_event_planning_easy",
|
|
"family": "event_planning",
|
|
"request": "Plan a birthday party.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nPlan a birthday party.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Plan a birthday party.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the birthday party?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the theme or style of the birthday party?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the number of guests?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"About 100 people.\", \"questions_remaining\": 3, \"field_revealed\": \"guest_count\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred date for the birthday party?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"today.\", \"questions_remaining\": 2, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred location for the birthday party?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Plan a birthday party.",
|
|
"task_id": "easy",
|
|
"task_title": "Mild Ambiguity",
|
|
"family": "event_planning",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the budget for the birthday party?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the theme or style of the birthday party?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the number of guests?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "About 100 people.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": "guest_count",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the preferred date for the birthday party?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "today.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": "date",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the preferred location for the birthday party?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"event_type": "team-building",
|
|
"date": "today",
|
|
"guest_count": 100
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"event_type",
|
|
"guest_count"
|
|
],
|
|
"required_keys": [
|
|
"event_type",
|
|
"date",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"date",
|
|
"guest_count"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.4006025791168213
|
|
},
|
|
{
|
|
"seed": 10004,
|
|
"task_id": "medium",
|
|
"scenario_id": "seed10004_event_planning_medium",
|
|
"family": "event_planning",
|
|
"request": "Plan a birthday party.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 6,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nPlan a birthday party.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Plan a birthday party.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the birthday party?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Who are the guests?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"About 50 people.\", \"questions_remaining\": 4, \"field_revealed\": \"guest_count\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the theme or style of the party?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date of the party?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"this week.\", \"questions_remaining\": 2, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the party?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"At a restaurant.\", \"questions_remaining\": 1, \"field_revealed\": \"venue\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred type of food or drinks?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Plan a birthday party.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "event_planning",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the budget for the birthday party?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Who are the guests?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "About 50 people.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": "guest_count",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the theme or style of the party?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the date of the party?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "this week.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": "date",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the location of the party?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "At a restaurant.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": "venue",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the preferred type of food or drinks?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 0,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 7,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"event_type": "birthday",
|
|
"date": "this week",
|
|
"guest_count": 50,
|
|
"venue": "restaurant",
|
|
"dietary_constraints": "vegetarian"
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"event_type",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"required_keys": [
|
|
"event_type",
|
|
"date",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 6,
|
|
"fields_revealed": [
|
|
"date",
|
|
"guest_count",
|
|
"venue"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.8138694763183594
|
|
},
|
|
{
|
|
"seed": 10004,
|
|
"task_id": "hard",
|
|
"scenario_id": "seed10004_event_planning_hard",
|
|
"family": "event_planning",
|
|
"request": "Organize a team event.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 6,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nOrganize a team event.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Organize a team event.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the event?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Budget around <$100.\", \"questions_remaining\": 5, \"field_revealed\": \"budget_band\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Who are the team members involved in the event?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the event's theme or style?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"themed.\", \"questions_remaining\": 3, \"field_revealed\": \"theme\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the event's duration?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the event's location?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"At a home.\", \"questions_remaining\": 1, \"field_revealed\": \"venue\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the event's date?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"today.\", \"questions_remaining\": 0, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Organize a team event.",
|
|
"task_id": "hard",
|
|
"task_title": "High Ambiguity",
|
|
"family": "event_planning",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the budget for the event?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Budget around <$100.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "budget_band",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Who are the team members involved in the event?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the event's theme or style?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "themed.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": "theme",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the event's duration?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the event's location?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "At a home.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": "venue",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the event's date?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "today.",
|
|
"questions_remaining": 0,
|
|
"field_revealed": "date",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 7,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"event_type": "team-building",
|
|
"date": "today",
|
|
"guest_count": 100,
|
|
"venue": "home",
|
|
"dietary_constraints": "vegetarian",
|
|
"budget_band": "<$100",
|
|
"theme": "themed"
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"event_type",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"required_keys": [
|
|
"event_type",
|
|
"date",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 6,
|
|
"fields_revealed": [
|
|
"budget_band",
|
|
"date",
|
|
"theme",
|
|
"venue"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.8750498294830322
|
|
},
|
|
{
|
|
"seed": 10005,
|
|
"task_id": "easy",
|
|
"scenario_id": "seed10005_event_planning_easy",
|
|
"family": "event_planning",
|
|
"request": "Set up a celebration.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSet up a celebration.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Set up a celebration.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the theme of the celebration?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Who are the guests?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"About 5 people.\", \"questions_remaining\": 4, \"field_revealed\": \"guest_count\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date of the celebration?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"this week.\", \"questions_remaining\": 3, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the celebration?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the occasion of the celebration?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"A anniversary.\", \"questions_remaining\": 1, \"field_revealed\": \"event_type\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Set up a celebration.",
|
|
"task_id": "easy",
|
|
"task_title": "Mild Ambiguity",
|
|
"family": "event_planning",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the theme of the celebration?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Who are the guests?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "About 5 people.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": "guest_count",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the date of the celebration?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "this week.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": "date",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the location of the celebration?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the occasion of the celebration?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "A anniversary.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": "event_type",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"event_type": "anniversary",
|
|
"guest_count": 5,
|
|
"date": "this week"
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"event_type",
|
|
"guest_count"
|
|
],
|
|
"required_keys": [
|
|
"event_type",
|
|
"date",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"date",
|
|
"event_type",
|
|
"guest_count"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.391810178756714
|
|
},
|
|
{
|
|
"seed": 10005,
|
|
"task_id": "medium",
|
|
"scenario_id": "seed10005_event_planning_medium",
|
|
"family": "event_planning",
|
|
"request": "Set up a celebration.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSet up a celebration.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Set up a celebration.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the theme of the celebration?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Who are the guests?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"About 20 people.\", \"questions_remaining\": 4, \"field_revealed\": \"guest_count\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date of the celebration?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"next week.\", \"questions_remaining\": 3, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the celebration?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"At a restaurant.\", \"questions_remaining\": 2, \"field_revealed\": \"venue\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the celebration?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Budget around $500-2000.\", \"questions_remaining\": 1, \"field_revealed\": \"budget_band\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Set up a celebration.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "event_planning",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the theme of the celebration?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Who are the guests?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "About 20 people.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": "guest_count",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the date of the celebration?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "next week.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": "date",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the location of the celebration?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "At a restaurant.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": "venue",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the budget for the celebration?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Budget around $500-2000.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": "budget_band",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"event_type": "anniversary",
|
|
"date": "next week",
|
|
"guest_count": 20,
|
|
"venue": "restaurant",
|
|
"budget_band": "$500-2000"
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"event_type",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"required_keys": [
|
|
"event_type",
|
|
"date",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"budget_band",
|
|
"date",
|
|
"guest_count",
|
|
"venue"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.4210832118988037
|
|
},
|
|
{
|
|
"seed": 10005,
|
|
"task_id": "hard",
|
|
"scenario_id": "seed10005_event_planning_hard",
|
|
"family": "event_planning",
|
|
"request": "Plan a birthday party.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nPlan a birthday party.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Plan a birthday party.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the birthday party?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Budget around <$100.\", \"questions_remaining\": 5, \"field_revealed\": \"budget_band\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Who is the guest list?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"About 20 people.\", \"questions_remaining\": 4, \"field_revealed\": \"guest_count\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the theme or style of the party?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"themed.\", \"questions_remaining\": 3, \"field_revealed\": \"theme\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred cuisine or food preference?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred color scheme or decoration style?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"themed.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": true, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Plan a birthday party.",
|
|
"task_id": "hard",
|
|
"task_title": "High Ambiguity",
|
|
"family": "event_planning",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the budget for the birthday party?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Budget around <$100.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "budget_band",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Who is the guest list?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "About 20 people.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": "guest_count",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the theme or style of the party?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "themed.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": "theme",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the preferred cuisine or food preference?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the preferred color scheme or decoration style?"
|
|
},
|
|
"reward": -0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "themed.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": true,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"event_type": "anniversary",
|
|
"date": "today",
|
|
"guest_count": 20,
|
|
"venue": "rented hall",
|
|
"budget_band": "<$100",
|
|
"theme": "themed",
|
|
"dietary_constraints": "none"
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"event_type",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"required_keys": [
|
|
"event_type",
|
|
"date",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"budget_band",
|
|
"guest_count",
|
|
"theme"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.1932170391082764
|
|
},
|
|
{
|
|
"seed": 10006,
|
|
"task_id": "easy",
|
|
"scenario_id": "seed10006_medical_intake_easy",
|
|
"family": "medical_intake",
|
|
"request": "Something's off with my health.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSomething's off with my health.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Something's off with my health.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What specific symptoms are you experiencing?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Are there any other symptoms you would like to mention?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Have you been experiencing any changes in your routine or lifestyle recently?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Have you had any recent stress or emotional changes?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Have you been experiencing any fatigue or weakness?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Something's off with my health.",
|
|
"task_id": "easy",
|
|
"task_title": "Mild Ambiguity",
|
|
"family": "medical_intake",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What specific symptoms are you experiencing?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Are there any other symptoms you would like to mention?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Have you been experiencing any changes in your routine or lifestyle recently?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Have you had any recent stress or emotional changes?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Have you been experiencing any fatigue or weakness?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"duration": "chronic",
|
|
"severity": "severe"
|
|
},
|
|
"critical_fields": [
|
|
"duration",
|
|
"severity"
|
|
],
|
|
"required_keys": [
|
|
"primary_symptom",
|
|
"duration",
|
|
"severity"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": []
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.2829437255859375
|
|
},
|
|
{
|
|
"seed": 10006,
|
|
"task_id": "medium",
|
|
"scenario_id": "seed10006_medical_intake_medium",
|
|
"family": "medical_intake",
|
|
"request": "Something's off with my health.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSomething's off with my health.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Something's off with my health.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What specific symptoms are you experiencing?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"It's a rash.\", \"questions_remaining\": 5, \"field_revealed\": \"primary_symptom\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Are there any other symptoms along with the rash?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"It's a rash.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": true, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Is the rash itchy or red?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the rash?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the duration of the rash?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"About chronic.\", \"questions_remaining\": 1, \"field_revealed\": \"duration\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Something's off with my health.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "medical_intake",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What specific symptoms are you experiencing?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "It's a rash.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "primary_symptom",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Are there any other symptoms along with the rash?"
|
|
},
|
|
"reward": -0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "It's a rash.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": true,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Is the rash itchy or red?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
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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": "What is the location of the rash?"
|
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},
|
|
"reward": 0.02,
|
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"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"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 duration of the rash?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "About chronic.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": "duration",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
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},
|
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{
|
|
"step": 6,
|
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"tool": "propose_plan",
|
|
"args": {
|
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"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"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": "rash",
|
|
"duration": "chronic",
|
|
"severity": "severe",
|
|
"age_band": "teen"
|
|
},
|
|
"critical_fields": [
|
|
"age_band",
|
|
"duration",
|
|
"primary_symptom",
|
|
"severity"
|
|
],
|
|
"required_keys": [
|
|
"primary_symptom",
|
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"duration",
|
|
"severity"
|
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],
|
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"submitted_plan": {
|
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"stack": "python+fastapi",
|
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"scale": "1k users"
|
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},
|
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"parse_error": null,
|
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"questions_asked": 5,
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"fields_revealed": [
|
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"duration",
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"primary_symptom"
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]
|
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}
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}
|
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],
|
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"elapsed_s": 2.9897093772888184
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},
|
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{
|
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"seed": 10006,
|
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"task_id": "hard",
|
|
"scenario_id": "seed10006_medical_intake_hard",
|
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"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": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nI need some help.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"I need some help.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the specific task or goal you need help with?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the deadline for completion?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred format or medium for the task?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the required level of detail or specificity for the task?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the main objective or goal of the task?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the main objective or goal of the task?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
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{
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"step": 0,
|
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"tool": "get_task_info",
|
|
"args": {},
|
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"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "I need some help.",
|
|
"task_id": "hard",
|
|
"task_title": "High Ambiguity",
|
|
"family": "medical_intake",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
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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 specific task or goal you need help with?"
|
|
},
|
|
"reward": 0.02,
|
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"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 5,
|
|
"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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"step": 2,
|
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"tool": "ask_question",
|
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"args": {
|
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"question": "What is the deadline for completion?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"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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{
|
|
"step": 3,
|
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"tool": "ask_question",
|
|
"args": {
|
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"question": "What is the preferred format or medium for the task?"
|
|
},
|
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"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,
|
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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": "What is the required level of detail or specificity for the task?"
|
|
},
|
|
"reward": 0.02,
|
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"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,
|
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"tool": "ask_question",
|
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"args": {
|
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"question": "What is the main objective or goal of the task?"
|
|
},
|
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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": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the main objective or goal of the task?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 0,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 7,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"primary_symptom": "headache",
|
|
"duration": "1-7 days",
|
|
"severity": "mild",
|
|
"age_band": "adult",
|
|
"medications": "both",
|
|
"prior_conditions": "diabetes"
|
|
},
|
|
"critical_fields": [
|
|
"age_band",
|
|
"duration",
|
|
"primary_symptom",
|
|
"severity"
|
|
],
|
|
"required_keys": [
|
|
"primary_symptom",
|
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"duration",
|
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"severity"
|
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],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 6,
|
|
"fields_revealed": []
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.7527432441711426
|
|
},
|
|
{
|
|
"seed": 10007,
|
|
"task_id": "easy",
|
|
"scenario_id": "seed10007_support_triage_easy",
|
|
"family": "support_triage",
|
|
"request": "I need help with an order.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
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"FormatCheckRubric": 0.0
|
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},
|
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"questions_asked": 5,
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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": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"I need help with an order.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the order number?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Order #1199.\", \"questions_remaining\": 5, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the product or service being ordered?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the expected delivery date?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the customer's name?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the customer's contact information?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "I need help with an order.",
|
|
"task_id": "easy",
|
|
"task_title": "Mild Ambiguity",
|
|
"family": "support_triage",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the order number?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Order #1199.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "order_id",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the product or service being ordered?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the expected delivery date?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the customer's name?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the customer's contact information?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"item_issue": "missing",
|
|
"refund_or_replace": "unsure",
|
|
"order_id": "#1199"
|
|
},
|
|
"critical_fields": [
|
|
"item_issue",
|
|
"order_id",
|
|
"refund_or_replace"
|
|
],
|
|
"required_keys": [
|
|
"order_id",
|
|
"item_issue",
|
|
"refund_or_replace"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"order_id"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.0017170906066895
|
|
},
|
|
{
|
|
"seed": 10007,
|
|
"task_id": "medium",
|
|
"scenario_id": "seed10007_support_triage_medium",
|
|
"family": "support_triage",
|
|
"request": "There's an issue with my purchase.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
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"questions_asked": 4,
|
|
"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:\nThere's an issue with my purchase.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"There's an issue with my purchase.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the nature of the issue with your purchase?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What specific product or service is involved in the issue?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"When did the issue occur?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the expected outcome or resolution for the issue?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'd prefer a store-credit.\", \"questions_remaining\": 2, \"field_revealed\": \"refund_or_replace\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "There's an issue with my purchase.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "support_triage",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the nature of the issue with your purchase?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What specific product or service is involved in the issue?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "When did the issue occur?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the expected outcome or resolution for the issue?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'd prefer a store-credit.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": "refund_or_replace",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"order_id": "#1199",
|
|
"item_issue": "late",
|
|
"refund_or_replace": "store-credit",
|
|
"urgency": "medium",
|
|
"channel_preferred": "email"
|
|
},
|
|
"critical_fields": [
|
|
"item_issue",
|
|
"order_id",
|
|
"refund_or_replace",
|
|
"urgency"
|
|
],
|
|
"required_keys": [
|
|
"order_id",
|
|
"item_issue",
|
|
"refund_or_replace"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 4,
|
|
"fields_revealed": [
|
|
"refund_or_replace"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 2.6756861209869385
|
|
},
|
|
{
|
|
"seed": 10007,
|
|
"task_id": "hard",
|
|
"scenario_id": "seed10007_support_triage_hard",
|
|
"family": "support_triage",
|
|
"request": "There's an issue with my purchase.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nThere's an issue with my purchase.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"There's an issue with my purchase.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the nature of the issue with your purchase?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the product name or number associated with the issue?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date of the purchase?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the contact information of the person who made the purchase?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Please reach me by email.\", \"questions_remaining\": 2, \"field_revealed\": \"channel_preferred\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred communication channel for resolving the issue?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Please reach me by email.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": true, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "There's an issue with my purchase.",
|
|
"task_id": "hard",
|
|
"task_title": "High Ambiguity",
|
|
"family": "support_triage",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the nature of the issue with your purchase?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the product name or number associated with the issue?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the date of the purchase?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the contact information of the person who made the purchase?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Please reach me by email.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": "channel_preferred",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the preferred communication channel for resolving the issue?"
|
|
},
|
|
"reward": -0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Please reach me by email.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": true,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"order_id": "#1199",
|
|
"item_issue": "late",
|
|
"refund_or_replace": "store-credit",
|
|
"urgency": "medium",
|
|
"channel_preferred": "email"
|
|
},
|
|
"critical_fields": [
|
|
"item_issue",
|
|
"order_id",
|
|
"refund_or_replace",
|
|
"urgency"
|
|
],
|
|
"required_keys": [
|
|
"order_id",
|
|
"item_issue",
|
|
"refund_or_replace"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"channel_preferred"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.2553963661193848
|
|
},
|
|
{
|
|
"seed": 10008,
|
|
"task_id": "easy",
|
|
"scenario_id": "seed10008_medical_intake_easy",
|
|
"family": "medical_intake",
|
|
"request": "Something's off with my health.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSomething's off with my health.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Something's off with my health.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What specific symptoms are you experiencing?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Are there any specific symptoms you're experiencing?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Have you experienced any other symptoms besides what you mentioned?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Have you experienced any unusual fatigue or loss of appetite?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Have you experienced any other unusual symptoms?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Something's off with my health.",
|
|
"task_id": "easy",
|
|
"task_title": "Mild Ambiguity",
|
|
"family": "medical_intake",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What specific symptoms are you experiencing?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Are there any specific symptoms you're experiencing?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Have you experienced any other symptoms besides what you mentioned?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
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{
|
|
"step": 4,
|
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"tool": "ask_question",
|
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"args": {
|
|
"question": "Have you experienced any unusual fatigue or loss of appetite?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
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},
|
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{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Have you experienced any other unusual symptoms?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"age_band": "adult",
|
|
"duration": "chronic",
|
|
"severity": "mild"
|
|
},
|
|
"critical_fields": [
|
|
"age_band",
|
|
"duration",
|
|
"severity"
|
|
],
|
|
"required_keys": [
|
|
"primary_symptom",
|
|
"duration",
|
|
"severity"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": []
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.1326816082000732
|
|
},
|
|
{
|
|
"seed": 10008,
|
|
"task_id": "medium",
|
|
"scenario_id": "seed10008_medical_intake_medium",
|
|
"family": "medical_intake",
|
|
"request": "I have a problem.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
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"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
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"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:\nI have a problem.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"I have a problem.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the specific issue you're facing?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Can you provide more details about the problem?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the context or scenario in which this problem occurs?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What are the specific steps you are taking to resolve this issue?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What are the expected outcomes or goals for this issue?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "I have a problem.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "medical_intake",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the specific issue you're facing?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Can you provide more details about the problem?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the context or scenario in which this problem occurs?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What are the specific steps you are taking to resolve this issue?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What are the expected outcomes or goals for this issue?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"primary_symptom": "cough",
|
|
"duration": "1-7 days",
|
|
"severity": "severe",
|
|
"prior_conditions": "none",
|
|
"medications": "prescription"
|
|
},
|
|
"critical_fields": [
|
|
"duration",
|
|
"primary_symptom",
|
|
"severity"
|
|
],
|
|
"required_keys": [
|
|
"primary_symptom",
|
|
"duration",
|
|
"severity"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": []
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.2532460689544678
|
|
},
|
|
{
|
|
"seed": 10008,
|
|
"task_id": "hard",
|
|
"scenario_id": "seed10008_medical_intake_hard",
|
|
"family": "medical_intake",
|
|
"request": "I need some help.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 6,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nI need some help.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"I need some help.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the specific goal or outcome of the task?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the target audience or user base?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the deadline for completion?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget constraint for this task?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred format or medium for the task?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the main objective or purpose of the task?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 0, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "I need some help.",
|
|
"task_id": "hard",
|
|
"task_title": "High Ambiguity",
|
|
"family": "medical_intake",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the specific goal or outcome of the task?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the target audience or user base?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the deadline for completion?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the budget constraint for this task?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the preferred format or medium for the task?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the main objective or purpose of the task?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 0,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 7,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"primary_symptom": "cough",
|
|
"duration": "chronic",
|
|
"severity": "mild",
|
|
"prior_conditions": "other",
|
|
"medications": "prescription",
|
|
"age_band": "adult"
|
|
},
|
|
"critical_fields": [
|
|
"age_band",
|
|
"duration",
|
|
"primary_symptom",
|
|
"severity"
|
|
],
|
|
"required_keys": [
|
|
"primary_symptom",
|
|
"duration",
|
|
"severity"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 6,
|
|
"fields_revealed": []
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.605531930923462
|
|
},
|
|
{
|
|
"seed": 10009,
|
|
"task_id": "easy",
|
|
"scenario_id": "seed10009_support_triage_easy",
|
|
"family": "support_triage",
|
|
"request": "I need help with an order.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nI need help with an order.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"I need help with an order.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the order number?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Order #9027.\", \"questions_remaining\": 5, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the product or service being ordered?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the quantity or units of the order?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the delivery date or time?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the payment method?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "I need help with an order.",
|
|
"task_id": "easy",
|
|
"task_title": "Mild Ambiguity",
|
|
"family": "support_triage",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the order number?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Order #9027.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "order_id",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the product or service being ordered?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the quantity or units of the order?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the delivery date or time?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the payment method?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"refund_or_replace": "refund",
|
|
"order_id": "#9027"
|
|
},
|
|
"critical_fields": [
|
|
"order_id",
|
|
"refund_or_replace"
|
|
],
|
|
"required_keys": [
|
|
"order_id",
|
|
"item_issue",
|
|
"refund_or_replace"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"order_id"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 2.9996912479400635
|
|
},
|
|
{
|
|
"seed": 10009,
|
|
"task_id": "medium",
|
|
"scenario_id": "seed10009_support_triage_medium",
|
|
"family": "support_triage",
|
|
"request": "Something went wrong.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSomething went wrong.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Something went wrong.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the nature of the error?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the context in which this error occurred?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the specific error message or code?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the affected system or component?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the expected behavior versus the actual behavior?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Something went wrong.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "support_triage",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the nature of the error?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the context in which this error occurred?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the specific error message or code?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the affected system or component?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the expected behavior versus the actual behavior?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"order_id": "#4521",
|
|
"item_issue": "wrong-item",
|
|
"refund_or_replace": "unsure",
|
|
"channel_preferred": "phone"
|
|
},
|
|
"critical_fields": [
|
|
"item_issue",
|
|
"order_id",
|
|
"refund_or_replace"
|
|
],
|
|
"required_keys": [
|
|
"order_id",
|
|
"item_issue",
|
|
"refund_or_replace"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": []
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.08298397064209
|
|
},
|
|
{
|
|
"seed": 10009,
|
|
"task_id": "hard",
|
|
"scenario_id": "seed10009_support_triage_hard",
|
|
"family": "support_triage",
|
|
"request": "My order is wrong.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 4,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nMy order is wrong.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"My order is wrong.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the correct item you received?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the expected item for the order?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the order number or reference for the item you received?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Order #4521.\", \"questions_remaining\": 3, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the expected order number or reference for the item you received?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Order #4521.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": true, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "My order is wrong.",
|
|
"task_id": "hard",
|
|
"task_title": "High Ambiguity",
|
|
"family": "support_triage",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the correct item you received?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the expected item for the order?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the order number or reference for the item you received?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Order #4521.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": "order_id",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the expected order number or reference for the item you received?"
|
|
},
|
|
"reward": -0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Order #4521.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": true,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"order_id": "#4521",
|
|
"item_issue": "late",
|
|
"refund_or_replace": "unsure",
|
|
"channel_preferred": "phone",
|
|
"urgency": "medium"
|
|
},
|
|
"critical_fields": [
|
|
"item_issue",
|
|
"order_id",
|
|
"refund_or_replace",
|
|
"urgency"
|
|
],
|
|
"required_keys": [
|
|
"order_id",
|
|
"item_issue",
|
|
"refund_or_replace"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 4,
|
|
"fields_revealed": [
|
|
"order_id"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 2.771754026412964
|
|
},
|
|
{
|
|
"seed": 10010,
|
|
"task_id": "easy",
|
|
"scenario_id": "seed10010_event_planning_easy",
|
|
"family": "event_planning",
|
|
"request": "Set up a celebration.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSet up a celebration.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Set up a celebration.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the celebration?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the theme or style of the celebration?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the number of guests?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"About 10 people.\", \"questions_remaining\": 3, \"field_revealed\": \"guest_count\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the duration of the celebration?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred location for the celebration?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Set up a celebration.",
|
|
"task_id": "easy",
|
|
"task_title": "Mild Ambiguity",
|
|
"family": "event_planning",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the budget for the celebration?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the theme or style of the celebration?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the number of guests?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "About 10 people.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": "guest_count",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the duration of the celebration?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the preferred location for the celebration?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"event_type": "anniversary",
|
|
"guest_count": 10,
|
|
"date": "next week"
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"event_type",
|
|
"guest_count"
|
|
],
|
|
"required_keys": [
|
|
"event_type",
|
|
"date",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"guest_count"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.0436270236968994
|
|
},
|
|
{
|
|
"seed": 10010,
|
|
"task_id": "medium",
|
|
"scenario_id": "seed10010_event_planning_medium",
|
|
"family": "event_planning",
|
|
"request": "Set up a celebration.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
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"FormatCheckRubric": 0.0
|
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},
|
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"questions_asked": 5,
|
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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:\nSet up a celebration.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Set up a celebration.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the theme of the celebration?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Who is the guest list?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"About 20 people.\", \"questions_remaining\": 4, \"field_revealed\": \"guest_count\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date of the celebration?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"this week.\", \"questions_remaining\": 3, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the celebration?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"At a home.\", \"questions_remaining\": 2, \"field_revealed\": \"venue\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the celebration?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Budget around $2000+.\", \"questions_remaining\": 1, \"field_revealed\": \"budget_band\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Set up a celebration.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "event_planning",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the theme of the celebration?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Who is the guest list?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "About 20 people.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": "guest_count",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the date of the celebration?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "this week.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": "date",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the location of the celebration?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "At a home.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": "venue",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the budget for the celebration?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Budget around $2000+.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": "budget_band",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"event_type": "anniversary",
|
|
"date": "this week",
|
|
"guest_count": 20,
|
|
"venue": "home",
|
|
"budget_band": "$2000+"
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"event_type",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"required_keys": [
|
|
"event_type",
|
|
"date",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"budget_band",
|
|
"date",
|
|
"guest_count",
|
|
"venue"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 2.976634979248047
|
|
},
|
|
{
|
|
"seed": 10010,
|
|
"task_id": "hard",
|
|
"scenario_id": "seed10010_event_planning_hard",
|
|
"family": "event_planning",
|
|
"request": "Plan a birthday party.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nPlan a birthday party.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Plan a birthday party.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"event_planning\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the budget for the birthday party?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Budget around <$100.\", \"questions_remaining\": 5, \"field_revealed\": \"budget_band\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Who is the guest list?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"About 50 people.\", \"questions_remaining\": 4, \"field_revealed\": \"guest_count\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the theme of the birthday party?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"casual.\", \"questions_remaining\": 3, \"field_revealed\": \"theme\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred cuisine?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred color scheme?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Up to you on that one.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Plan a birthday party.",
|
|
"task_id": "hard",
|
|
"task_title": "High Ambiguity",
|
|
"family": "event_planning",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the budget for the birthday party?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Budget around <$100.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "budget_band",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Who is the guest list?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "About 50 people.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": "guest_count",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the theme of the birthday party?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "casual.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": "theme",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the preferred cuisine?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the preferred color scheme?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Up to you on that one.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"event_type": "anniversary",
|
|
"date": "tomorrow",
|
|
"guest_count": 50,
|
|
"venue": "home",
|
|
"budget_band": "<$100",
|
|
"theme": "casual",
|
|
"dietary_constraints": "mixed"
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"event_type",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"required_keys": [
|
|
"event_type",
|
|
"date",
|
|
"guest_count",
|
|
"venue"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"budget_band",
|
|
"guest_count",
|
|
"theme"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 2.9619972705841064
|
|
},
|
|
{
|
|
"seed": 10011,
|
|
"task_id": "easy",
|
|
"scenario_id": "seed10011_medical_intake_easy",
|
|
"family": "medical_intake",
|
|
"request": "I'm not feeling well.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
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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'm not feeling well.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"I'm not feeling well.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the nature of your discomfort?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What specific symptoms are you experiencing?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"It's a cough.\", \"questions_remaining\": 4, \"field_revealed\": \"primary_symptom\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Have you experienced any fever or difficulty breathing?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Have you experienced any fatigue or body aches?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Have you experienced any loss of appetite or nausea?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "I'm not feeling well.",
|
|
"task_id": "easy",
|
|
"task_title": "Mild Ambiguity",
|
|
"family": "medical_intake",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the nature of your discomfort?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What specific symptoms are you experiencing?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "It's a cough.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": "primary_symptom",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Have you experienced any fever or difficulty breathing?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Have you experienced any fatigue or body aches?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Have you experienced any loss of appetite or nausea?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"severity": "severe",
|
|
"duration": "1-4 weeks",
|
|
"primary_symptom": "cough"
|
|
},
|
|
"critical_fields": [
|
|
"duration",
|
|
"primary_symptom",
|
|
"severity"
|
|
],
|
|
"required_keys": [
|
|
"primary_symptom",
|
|
"duration",
|
|
"severity"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"primary_symptom"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.070894241333008
|
|
},
|
|
{
|
|
"seed": 10011,
|
|
"task_id": "medium",
|
|
"scenario_id": "seed10011_medical_intake_medium",
|
|
"family": "medical_intake",
|
|
"request": "I'm not feeling well.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 3,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nI'm not feeling well.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"I'm not feeling well.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What specific symptoms are you experiencing?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"It's a cough.\", \"questions_remaining\": 5, \"field_revealed\": \"primary_symptom\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Have you been experiencing any fever or difficulty breathing?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Is there any other symptom you would like to mention?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"It's a cough.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": true, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "I'm not feeling well.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "medical_intake",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What specific symptoms are you experiencing?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "It's a cough.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "primary_symptom",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Have you been experiencing any fever or difficulty breathing?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Is there any other symptom you would like to mention?"
|
|
},
|
|
"reward": -0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "It's a cough.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": true,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"primary_symptom": "cough",
|
|
"duration": "1-24 hours",
|
|
"severity": "severe",
|
|
"medications": "both",
|
|
"prior_conditions": "hypertension"
|
|
},
|
|
"critical_fields": [
|
|
"duration",
|
|
"primary_symptom",
|
|
"severity"
|
|
],
|
|
"required_keys": [
|
|
"primary_symptom",
|
|
"duration",
|
|
"severity"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 3,
|
|
"fields_revealed": [
|
|
"primary_symptom"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 2.2260284423828125
|
|
},
|
|
{
|
|
"seed": 10011,
|
|
"task_id": "hard",
|
|
"scenario_id": "seed10011_medical_intake_hard",
|
|
"family": "medical_intake",
|
|
"request": "I have a problem.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nI have a problem.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"I have a problem.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the specific problem you are facing?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Can you provide more details about the problem?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the context or scenario in which this problem occurs?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Are there any specific symptoms or indicators you would like to mention?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"It's a pain.\", \"questions_remaining\": 2, \"field_revealed\": \"primary_symptom\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Is there any additional information you would like to provide?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "I have a problem.",
|
|
"task_id": "hard",
|
|
"task_title": "High Ambiguity",
|
|
"family": "medical_intake",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the specific problem you are facing?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Can you provide more details about the problem?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the context or scenario in which this problem occurs?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Are there any specific symptoms or indicators you would like to mention?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "It's a pain.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": "primary_symptom",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Is there any additional information you would like to provide?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"primary_symptom": "pain",
|
|
"duration": "1-24 hours",
|
|
"severity": "severe",
|
|
"medications": "both",
|
|
"prior_conditions": "hypertension",
|
|
"age_band": "child"
|
|
},
|
|
"critical_fields": [
|
|
"age_band",
|
|
"duration",
|
|
"primary_symptom",
|
|
"severity"
|
|
],
|
|
"required_keys": [
|
|
"primary_symptom",
|
|
"duration",
|
|
"severity"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"primary_symptom"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.231724739074707
|
|
},
|
|
{
|
|
"seed": 10012,
|
|
"task_id": "easy",
|
|
"scenario_id": "seed10012_meeting_scheduling_easy",
|
|
"family": "meeting_scheduling",
|
|
"request": "Schedule a sync.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSchedule a sync.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Schedule a sync.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date and time of the sync?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Who is participating in the sync?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"whole team.\", \"questions_remaining\": 4, \"field_revealed\": \"participants\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the purpose of the sync?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the length of the sync?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"45 minutes.\", \"questions_remaining\": 2, \"field_revealed\": \"duration_minutes\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the sync?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"webex\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Schedule a sync.",
|
|
"task_id": "easy",
|
|
"task_title": "Mild Ambiguity",
|
|
"family": "meeting_scheduling",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the date and time of the sync?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Who is participating in the sync?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "whole team.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": "participants",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the purpose of the sync?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the length of the sync?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "45 minutes.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": "duration_minutes",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the location of the sync?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"webex\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"participants": "whole team",
|
|
"duration_minutes": 45,
|
|
"time": "afternoon"
|
|
},
|
|
"critical_fields": [
|
|
"duration_minutes",
|
|
"participants",
|
|
"time"
|
|
],
|
|
"required_keys": [
|
|
"participants",
|
|
"date",
|
|
"time"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "webex",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"duration_minutes",
|
|
"participants"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 2.959439277648926
|
|
},
|
|
{
|
|
"seed": 10012,
|
|
"task_id": "medium",
|
|
"scenario_id": "seed10012_meeting_scheduling_medium",
|
|
"family": "meeting_scheduling",
|
|
"request": "Set up a meeting.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSet up a meeting.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Set up a meeting.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date and time of the meeting?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"today.\", \"questions_remaining\": 5, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Who are the attendees?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"whole team.\", \"questions_remaining\": 4, \"field_revealed\": \"participants\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the purpose of the meeting?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the duration of the meeting?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"30 minutes.\", \"questions_remaining\": 2, \"field_revealed\": \"duration_minutes\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the meeting?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Set up a meeting.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "meeting_scheduling",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the date and time of the meeting?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "today.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "date",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Who are the attendees?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "whole team.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": "participants",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the purpose of the meeting?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the duration of the meeting?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "30 minutes.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": "duration_minutes",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the location of the meeting?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"participants": "whole team",
|
|
"date": "today",
|
|
"time": "evening",
|
|
"duration_minutes": 30,
|
|
"platform": "google-meet"
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"duration_minutes",
|
|
"participants",
|
|
"time"
|
|
],
|
|
"required_keys": [
|
|
"participants",
|
|
"date",
|
|
"time"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"date",
|
|
"duration_minutes",
|
|
"participants"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 2.9733023643493652
|
|
},
|
|
{
|
|
"seed": 10012,
|
|
"task_id": "hard",
|
|
"scenario_id": "seed10012_meeting_scheduling_hard",
|
|
"family": "meeting_scheduling",
|
|
"request": "Set up a meeting.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
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"FormatCheckRubric": 0.0
|
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},
|
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"questions_asked": 5,
|
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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:\nSet up a meeting.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Set up a meeting.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date and time of the meeting?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"today.\", \"questions_remaining\": 5, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Who are the attendees?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"whole team.\", \"questions_remaining\": 4, \"field_revealed\": \"participants\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the purpose of the meeting?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the duration of the meeting?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"30 minutes.\", \"questions_remaining\": 2, \"field_revealed\": \"duration_minutes\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the meeting?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Set up a meeting.",
|
|
"task_id": "hard",
|
|
"task_title": "High Ambiguity",
|
|
"family": "meeting_scheduling",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the date and time of the meeting?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "today.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "date",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Who are the attendees?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "whole team.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": "participants",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the purpose of the meeting?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the duration of the meeting?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "30 minutes.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": "duration_minutes",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the location of the meeting?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"participants": "whole team",
|
|
"date": "today",
|
|
"time": "evening",
|
|
"duration_minutes": 30,
|
|
"platform": "google-meet"
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"duration_minutes",
|
|
"participants",
|
|
"time"
|
|
],
|
|
"required_keys": [
|
|
"participants",
|
|
"date",
|
|
"time"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"date",
|
|
"duration_minutes",
|
|
"participants"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 2.987744092941284
|
|
},
|
|
{
|
|
"seed": 10013,
|
|
"task_id": "easy",
|
|
"scenario_id": "seed10013_support_triage_easy",
|
|
"family": "support_triage",
|
|
"request": "I need help with an order.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nI need help with an order.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"I need help with an order.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the order number?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Order #7830.\", \"questions_remaining\": 5, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the product or service being ordered?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the expected delivery date?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the customer's name?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the customer's contact information?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "I need help with an order.",
|
|
"task_id": "easy",
|
|
"task_title": "Mild Ambiguity",
|
|
"family": "support_triage",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the order number?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Order #7830.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "order_id",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the product or service being ordered?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the expected delivery date?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the customer's name?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the customer's contact information?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
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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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},
|
|
"expected_profile": {
|
|
"order_id": "#7830",
|
|
"refund_or_replace": "store-credit",
|
|
"item_issue": "late"
|
|
},
|
|
"critical_fields": [
|
|
"item_issue",
|
|
"order_id",
|
|
"refund_or_replace"
|
|
],
|
|
"required_keys": [
|
|
"order_id",
|
|
"item_issue",
|
|
"refund_or_replace"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
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"order_id"
|
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]
|
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}
|
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}
|
|
],
|
|
"elapsed_s": 2.9234373569488525
|
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},
|
|
{
|
|
"seed": 10013,
|
|
"task_id": "medium",
|
|
"scenario_id": "seed10013_support_triage_medium",
|
|
"family": "support_triage",
|
|
"request": "I need help with an order.",
|
|
"final_score": 0.0,
|
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"score_breakdown": {
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"FormatCheckRubric": 0.0
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},
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"questions_asked": 5,
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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 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"I need help with an order.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the order number?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Order #7830.\", \"questions_remaining\": 5, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the product or service being ordered?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the expected delivery date?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the customer's name?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the customer's contact information?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Please reach me by chat.\", \"questions_remaining\": 1, \"field_revealed\": \"channel_preferred\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
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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": "I need help with an order.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "support_triage",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the order number?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Order #7830.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "order_id",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the product or service being ordered?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the expected delivery date?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
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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": {
|
|
"question": "What is the customer's name?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
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},
|
|
{
|
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"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the customer's contact information?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Please reach me by chat.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": "channel_preferred",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"order_id": "#7830",
|
|
"item_issue": "never-arrived",
|
|
"refund_or_replace": "store-credit",
|
|
"urgency": "medium",
|
|
"channel_preferred": "chat"
|
|
},
|
|
"critical_fields": [
|
|
"item_issue",
|
|
"order_id",
|
|
"refund_or_replace",
|
|
"urgency"
|
|
],
|
|
"required_keys": [
|
|
"order_id",
|
|
"item_issue",
|
|
"refund_or_replace"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"channel_preferred",
|
|
"order_id"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 2.9074926376342773
|
|
},
|
|
{
|
|
"seed": 10013,
|
|
"task_id": "hard",
|
|
"scenario_id": "seed10013_support_triage_hard",
|
|
"family": "support_triage",
|
|
"request": "I need help with an order.",
|
|
"final_score": 0.0,
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"score_breakdown": {
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"FormatCheckRubric": 0.0
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},
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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 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"I need help with an order.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"support_triage\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the order number?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"Order #7830.\", \"questions_remaining\": 5, \"field_revealed\": \"order_id\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the customer's name?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the customer's name?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the customer's name?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the customer's name?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I don't really know \\u2014 does it matter?\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "I need help with an order.",
|
|
"task_id": "hard",
|
|
"task_title": "High Ambiguity",
|
|
"family": "support_triage",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the order number?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "Order #7830.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "order_id",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the customer's name?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
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|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the customer's name?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the customer's name?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the customer's name?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I don't really know \u2014 does it matter?",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"order_id": "#7830",
|
|
"item_issue": "never-arrived",
|
|
"refund_or_replace": "store-credit",
|
|
"urgency": "medium",
|
|
"channel_preferred": "chat"
|
|
},
|
|
"critical_fields": [
|
|
"item_issue",
|
|
"order_id",
|
|
"refund_or_replace",
|
|
"urgency"
|
|
],
|
|
"required_keys": [
|
|
"order_id",
|
|
"item_issue",
|
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"refund_or_replace"
|
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],
|
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"submitted_plan": {
|
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"stack": "python+fastapi",
|
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"scale": "1k users"
|
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},
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"parse_error": null,
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"questions_asked": 5,
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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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"elapsed_s": 2.875108480453491
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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()."
|
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},
|
|
{
|
|
"role": "assistant",
|
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"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Set up a meeting.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date and time of the meeting?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
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},
|
|
{
|
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"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Who are the participants?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"whole team.\", \"questions_remaining\": 4, \"field_revealed\": \"participants\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
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"role": "assistant",
|
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"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the purpose of the meeting?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the duration of the meeting?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the location of the meeting?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
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"trace": [
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{
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"reward": 0.0,
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"done": false,
|
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"result": {
|
|
"request": "Set up a meeting.",
|
|
"task_id": "easy",
|
|
"task_title": "Mild Ambiguity",
|
|
"family": "meeting_scheduling",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
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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 date and time of the meeting?"
|
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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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"field_revealed": null,
|
|
"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": "Who are the participants?"
|
|
},
|
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"reward": 0.05,
|
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"done": false,
|
|
"result": {
|
|
"answer": "whole team.",
|
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|
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"field_revealed": "participants",
|
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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 purpose of the meeting?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
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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": "What is the duration of the meeting?"
|
|
},
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"done": false,
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"result": {
|
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"answer": "No preference, you choose.",
|
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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 location of the meeting?"
|
|
},
|
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"reward": 0.02,
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"done": false,
|
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"result": {
|
|
"answer": "No preference, you choose.",
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"field_revealed": null,
|
|
"duplicate": false,
|
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"over_cap": false
|
|
}
|
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},
|
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{
|
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"step": 6,
|
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"tool": "propose_plan",
|
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"args": {
|
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"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
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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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"FormatCheckRubric": 0.0
|
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},
|
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"expected_profile": {
|
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"time": "flexible",
|
|
"participants": "whole team"
|
|
},
|
|
"critical_fields": [
|
|
"participants",
|
|
"time"
|
|
],
|
|
"required_keys": [
|
|
"participants",
|
|
"date",
|
|
"time"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
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|
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"fields_revealed": [
|
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"participants"
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]
|
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}
|
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}
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],
|
|
"elapsed_s": 2.943586826324463
|
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},
|
|
{
|
|
"seed": 10014,
|
|
"task_id": "medium",
|
|
"scenario_id": "seed10014_meeting_scheduling_medium",
|
|
"family": "meeting_scheduling",
|
|
"request": "Get a call on the calendar.",
|
|
"final_score": 0.0,
|
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"score_breakdown": {
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"FormatCheckRubric": 0.0
|
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},
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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:\nGet a call on the calendar.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Get a call on the calendar.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What time would you like to schedule the call?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"morning.\", \"questions_remaining\": 5, \"field_revealed\": \"time\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Where would you like to have the call?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Do you prefer a video call or a voice call?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Is there a specific location you prefer for the call?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"webhook\\\", \\\"scale\\\": \\\"1000 users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Get a call on the calendar.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "meeting_scheduling",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What time would you like to schedule the call?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "morning.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "time",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Where would you like to have the call?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
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|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Do you prefer a video call or a voice call?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
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|
|
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|
|
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|
|
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|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Is there a specific location you prefer for the call?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
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|
|
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|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"webhook\", \"scale\": \"1000 users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"participants": "just me and X",
|
|
"date": "next week",
|
|
"time": "morning",
|
|
"platform": "phone"
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"participants",
|
|
"time"
|
|
],
|
|
"required_keys": [
|
|
"participants",
|
|
"date",
|
|
"time"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "webhook",
|
|
"scale": "1000 users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 4,
|
|
"fields_revealed": [
|
|
"time"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 2.7122974395751953
|
|
},
|
|
{
|
|
"seed": 10014,
|
|
"task_id": "hard",
|
|
"scenario_id": "seed10014_meeting_scheduling_hard",
|
|
"family": "meeting_scheduling",
|
|
"request": "Get a call on the calendar.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
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|
"questions_asked": 5,
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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:\nGet a call on the calendar.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Get a call on the calendar.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What time would you like to schedule the call?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"flexible.\", \"questions_remaining\": 5, \"field_revealed\": \"time\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Who should be invited to the call?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"external client.\", \"questions_remaining\": 4, \"field_revealed\": \"participants\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the purpose of the call?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred communication method (email, phone, etc.)?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred meeting duration (e.g., 30 minutes, 1 hour)?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"30 minutes.\", \"questions_remaining\": 1, \"field_revealed\": \"duration_minutes\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"calendar_scheduling\\\", \\\"scale\\\": \\\"1 call\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Get a call on the calendar.",
|
|
"task_id": "hard",
|
|
"task_title": "High Ambiguity",
|
|
"family": "meeting_scheduling",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What time would you like to schedule the call?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "flexible.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "time",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Who should be invited to the call?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "external client.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": "participants",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the purpose of the call?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the preferred communication method (email, phone, etc.)?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the preferred meeting duration (e.g., 30 minutes, 1 hour)?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "30 minutes.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": "duration_minutes",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"calendar_scheduling\", \"scale\": \"1 call\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"participants": "external client",
|
|
"date": "today",
|
|
"time": "flexible",
|
|
"platform": "google-meet",
|
|
"duration_minutes": 30
|
|
},
|
|
"critical_fields": [
|
|
"date",
|
|
"duration_minutes",
|
|
"participants",
|
|
"time"
|
|
],
|
|
"required_keys": [
|
|
"participants",
|
|
"date",
|
|
"time"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "calendar_scheduling",
|
|
"scale": "1 call"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"duration_minutes",
|
|
"participants",
|
|
"time"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.3149445056915283
|
|
},
|
|
{
|
|
"seed": 10015,
|
|
"task_id": "easy",
|
|
"scenario_id": "seed10015_medical_intake_easy",
|
|
"family": "medical_intake",
|
|
"request": "Something's off with my health.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSomething's off with my health.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Something's off with my health.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What specific symptoms are you experiencing?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 5, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Are there any other symptoms you are experiencing?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Have you been experiencing any persistent or worsening symptoms?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Have you experienced any changes in your energy levels or appetite?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Have you experienced any changes in your sleep patterns?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Something's off with my health.",
|
|
"task_id": "easy",
|
|
"task_title": "Mild Ambiguity",
|
|
"family": "medical_intake",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What specific symptoms are you experiencing?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Are there any other symptoms you are experiencing?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Have you been experiencing any persistent or worsening symptoms?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Have you experienced any changes in your energy levels or appetite?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Have you experienced any changes in your sleep patterns?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"age_band": "teen",
|
|
"duration": "chronic"
|
|
},
|
|
"critical_fields": [
|
|
"age_band",
|
|
"duration"
|
|
],
|
|
"required_keys": [
|
|
"primary_symptom",
|
|
"duration",
|
|
"severity"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": []
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.1195743083953857
|
|
},
|
|
{
|
|
"seed": 10015,
|
|
"task_id": "medium",
|
|
"scenario_id": "seed10015_medical_intake_medium",
|
|
"family": "medical_intake",
|
|
"request": "Something's off with my health.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSomething's off with my health.\n\nYou have 10 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Something's off with my health.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What specific symptoms are you experiencing?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"It's a nausea.\", \"questions_remaining\": 5, \"field_revealed\": \"primary_symptom\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Are there any other symptoms you would like to mention?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"It's a nausea.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": true, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the duration of the nausea?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"About chronic.\", \"questions_remaining\": 3, \"field_revealed\": \"duration\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Is the nausea accompanied by any other physical symptoms?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"It's a nausea.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": true, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the frequency of the nausea?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Something's off with my health.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "medical_intake",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What specific symptoms are you experiencing?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "It's a nausea.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "primary_symptom",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Are there any other symptoms you would like to mention?"
|
|
},
|
|
"reward": -0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "It's a nausea.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": true,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the duration of the nausea?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "About chronic.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": "duration",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Is the nausea accompanied by any other physical symptoms?"
|
|
},
|
|
"reward": -0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "It's a nausea.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": true,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the frequency of the nausea?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"primary_symptom": "nausea",
|
|
"duration": "chronic",
|
|
"severity": "moderate",
|
|
"medications": "otc"
|
|
},
|
|
"critical_fields": [
|
|
"duration",
|
|
"primary_symptom",
|
|
"severity"
|
|
],
|
|
"required_keys": [
|
|
"primary_symptom",
|
|
"duration",
|
|
"severity"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"duration",
|
|
"primary_symptom"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.037672281265259
|
|
},
|
|
{
|
|
"seed": 10015,
|
|
"task_id": "hard",
|
|
"scenario_id": "seed10015_medical_intake_hard",
|
|
"family": "medical_intake",
|
|
"request": "Something's off with my health.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 5,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nSomething's off with my health.\n\nYou have 12 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Something's off with my health.\", \"task_id\": \"hard\", \"task_title\": \"High Ambiguity\", \"family\": \"medical_intake\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What specific symptoms are you experiencing?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"It's a fever.\", \"questions_remaining\": 5, \"field_revealed\": \"primary_symptom\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Do you have any other symptoms besides the fever?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"It's a fever.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": true, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the duration of the fever?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"About chronic.\", \"questions_remaining\": 3, \"field_revealed\": \"duration\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Is the fever accompanied by any other signs or symptoms?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"It's a fever.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": true, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the temperature of the fever?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"I'm not sure about that, sorry.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Something's off with my health.",
|
|
"task_id": "hard",
|
|
"task_title": "High Ambiguity",
|
|
"family": "medical_intake",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What specific symptoms are you experiencing?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "It's a fever.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "primary_symptom",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Do you have any other symptoms besides the fever?"
|
|
},
|
|
"reward": -0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "It's a fever.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": true,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the duration of the fever?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "About chronic.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": "duration",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Is the fever accompanied by any other signs or symptoms?"
|
|
},
|
|
"reward": -0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "It's a fever.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": true,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 5,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the temperature of the fever?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "I'm not sure about that, sorry.",
|
|
"questions_remaining": 1,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 6,
|
|
"tool": "propose_plan",
|
|
"args": {
|
|
"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
|
},
|
|
"reward": 0.0,
|
|
"done": true,
|
|
"result": {
|
|
"type": "resolution",
|
|
"score": 0.0,
|
|
"breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"expected_profile": {
|
|
"primary_symptom": "fever",
|
|
"duration": "chronic",
|
|
"severity": "mild",
|
|
"medications": "otc",
|
|
"prior_conditions": "none",
|
|
"age_band": "child"
|
|
},
|
|
"critical_fields": [
|
|
"age_band",
|
|
"duration",
|
|
"primary_symptom",
|
|
"severity"
|
|
],
|
|
"required_keys": [
|
|
"primary_symptom",
|
|
"duration",
|
|
"severity"
|
|
],
|
|
"submitted_plan": {
|
|
"stack": "python+fastapi",
|
|
"scale": "1k users"
|
|
},
|
|
"parse_error": null,
|
|
"questions_asked": 5,
|
|
"fields_revealed": [
|
|
"duration",
|
|
"primary_symptom"
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"elapsed_s": 3.045093059539795
|
|
},
|
|
{
|
|
"seed": 10016,
|
|
"task_id": "easy",
|
|
"scenario_id": "seed10016_meeting_scheduling_easy",
|
|
"family": "meeting_scheduling",
|
|
"request": "Get a call on the calendar.",
|
|
"final_score": 0.0,
|
|
"score_breakdown": {
|
|
"FormatCheckRubric": 0.0
|
|
},
|
|
"questions_asked": 4,
|
|
"format_pass": null,
|
|
"parse_error": null,
|
|
"messages": [
|
|
{
|
|
"role": "system",
|
|
"content": "You are a helpful assistant that books and plans things for users.\nWhen you receive a request, you may not have all the information needed.\nYou can:\n1. ASK clarifying questions using the ask_question(question) tool (max 6 total)\n2. PROPOSE a final plan using propose_plan(plan) when you have enough info\n3. GET the task description again using get_task_info()\n\nRESPOND WITH EXACTLY ONE TOOL CALL PER TURN:\nTOOL: tool_name\nARGS: {\"arg1\": \"value1\"}\n\nExamples:\nTOOL: ask_question\nARGS: {\"question\": \"What is your budget?\"}\n\nTOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}\n\nTOOL: get_task_info\nARGS: {}\n\nBe efficient: ask only what you NEED, then propose a plan.\nDo NOT include preferences in the plan that you weren't told about.\n"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "USER REQUEST:\nGet a call on the calendar.\n\nYou have 8 steps. Available tools: ask_question(question), propose_plan(plan), get_task_info()."
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"request\": \"Get a call on the calendar.\", \"task_id\": \"easy\", \"task_title\": \"Mild Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What time would you like to make the call?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"evening.\", \"questions_remaining\": 5, \"field_revealed\": \"time\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Where would you like to make the call?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Who would like to be the caller?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"just me and X.\", \"questions_remaining\": 3, \"field_revealed\": \"participants\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"Do you want to include any other participants?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"just me and X.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": true, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
|
{
|
|
"step": 0,
|
|
"tool": "get_task_info",
|
|
"args": {},
|
|
"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Get a call on the calendar.",
|
|
"task_id": "easy",
|
|
"task_title": "Mild Ambiguity",
|
|
"family": "meeting_scheduling",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What time would you like to make the call?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "evening.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "time",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Where would you like to make the call?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 3,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Who would like to be the caller?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "just me and X.",
|
|
"questions_remaining": 3,
|
|
"field_revealed": "participants",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 4,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "Do you want to include any other participants?"
|
|
},
|
|
"reward": -0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "just me and X.",
|
|
"questions_remaining": 2,
|
|
"field_revealed": null,
|
|
"duplicate": true,
|
|
"over_cap": false
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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": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
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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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"participants": "just me and X",
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"time": "evening",
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"duration_minutes": 90
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},
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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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"required_keys": [
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"participants",
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"date",
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"time"
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],
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"submitted_plan": {
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"stack": "python+fastapi",
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"scale": "1k users"
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},
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"parse_error": null,
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"questions_asked": 4,
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"fields_revealed": [
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"participants",
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]
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}
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}
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],
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"elapsed_s": 2.6570355892181396
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},
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{
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"seed": 10016,
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"task_id": "medium",
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"scenario_id": "seed10016_meeting_scheduling_medium",
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"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": 5,
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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:\nSchedule a sync.\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",
|
|
"content": "TOOL: get_task_info\nARGS: {}"
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},
|
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{
|
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"role": "user",
|
|
"content": "{\"request\": \"Schedule a sync.\", \"task_id\": \"medium\", \"task_title\": \"Moderate Ambiguity\", \"family\": \"meeting_scheduling\", \"questions_remaining\": 6, \"instructions\": \"Ask clarifying questions via ask_question(question) \\u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about.\"}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the date and time of the sync?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"this week.\", \"questions_remaining\": 5, \"field_revealed\": \"date\", \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the time zone for the sync?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 4, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the frequency of the sync?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 3, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the participant limit for the sync?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 2, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: ask_question\nARGS: {\"question\": \"What is the preferred method of communication for the sync?\"}"
|
|
},
|
|
{
|
|
"role": "user",
|
|
"content": "{\"answer\": \"No preference, you choose.\", \"questions_remaining\": 1, \"field_revealed\": null, \"duplicate\": false, \"over_cap\": false}"
|
|
},
|
|
{
|
|
"role": "assistant",
|
|
"content": "TOOL: propose_plan\nARGS: {\"plan\": \"{\\\"stack\\\": \\\"python+fastapi\\\", \\\"scale\\\": \\\"1k users\\\"}\"}"
|
|
}
|
|
],
|
|
"trace": [
|
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{
|
|
"step": 0,
|
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"tool": "get_task_info",
|
|
"args": {},
|
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"reward": 0.0,
|
|
"done": false,
|
|
"result": {
|
|
"request": "Schedule a sync.",
|
|
"task_id": "medium",
|
|
"task_title": "Moderate Ambiguity",
|
|
"family": "meeting_scheduling",
|
|
"questions_remaining": 6,
|
|
"instructions": "Ask clarifying questions via ask_question(question) \u2014 you have a 6-question budget. Then submit your final plan via propose_plan(plan) where plan is a JSON string object containing the required keys for the task family. Avoid hallucinating values for fields you never asked about."
|
|
}
|
|
},
|
|
{
|
|
"step": 1,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the date and time of the sync?"
|
|
},
|
|
"reward": 0.05,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "this week.",
|
|
"questions_remaining": 5,
|
|
"field_revealed": "date",
|
|
"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
|
{
|
|
"step": 2,
|
|
"tool": "ask_question",
|
|
"args": {
|
|
"question": "What is the time zone for the sync?"
|
|
},
|
|
"reward": 0.02,
|
|
"done": false,
|
|
"result": {
|
|
"answer": "No preference, you choose.",
|
|
"questions_remaining": 4,
|
|
"field_revealed": null,
|
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"duplicate": false,
|
|
"over_cap": false
|
|
}
|
|
},
|
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{
|
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"step": 3,
|
|
"tool": "ask_question",
|
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"args": {
|
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"question": "What is the frequency of the sync?"
|
|
},
|
|
"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": 4,
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"tool": "ask_question",
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"args": {
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"question": "What is the participant limit for the sync?"
|
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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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}
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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 preferred method of communication for the sync?"
|
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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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"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": "propose_plan",
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"args": {
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"plan": "{\"stack\": \"python+fastapi\", \"scale\": \"1k users\"}"
|
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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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"FormatCheckRubric": 0.0
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},
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"expected_profile": {
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"participants": "just me and X",
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"date": "this week",
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"time": "evening",
|
|
"duration_minutes": 30,
|
|
"platform": "google-meet"
|
|
},
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|
"critical_fields": [
|
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"date",
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"duration_minutes",
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"participants",
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],
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"required_keys": [
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"participants",
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],
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"submitted_plan": {
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"stack": "python+fastapi",
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"scale": "1k users"
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},
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"parse_error": null,
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]
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}
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}
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],
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"elapsed_s": 3.0925228595733643
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}
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]
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} |