dataset_info.json

{
  "avg_num_chunks": 9.705,
  "avg_num_turns": 9.705,
  "build_stats": {
    "candidate_rows_before_limit": 215796,
    "cleaned_dialogues": 40201,
    "constructed_samples": 216519,
    "filtered_dialogues": 77,
    "raw_dialogues": 40278,
    "released_rows": 30000,
    "safety_filtered_reason_distribution": {
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      "explicit_criminal_instruction": 340,
      "financial_context": 8,
      "illegal_drug_sale_or_purchase": 5,
      "medical_or_health_context": 23,
      "mild_violence_or_conflict_context": 27,
      "self_harm_or_suicide": 3,
      "sexual_or_adult_content": 7,
      "weapons_or_violent_threat": 279
    },
    "safety_filtered_rows": 723
  },
  "category_distribution": {
    "daily_dialogue": 10000,
    "task_oriented_dialogue": 20000
  },
  "dataset_name": "LifeMultiTurnStreamingCoT",
  "domain_category_distribution": {
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    "education_career": 2288,
    "finance_business": 180,
    "food_dining": 1262,
    "general_daily_life": 2881,
    "health_wellness": 221,
    "home_services": 226,
    "hospitality_lodging": 404,
    "personal_schedule": 688,
    "shopping_retail": 527,
    "social_relationship": 1984,
    "technology_support": 193,
    "travel_transportation": 18942
  },
  "domain_distribution": {
    "cooking": 1026,
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    "daily_advice": 722,
    "emotional_support": 131,
    "fitness": 229,
    "health_routine": 221,
    "home": 538,
    "other_life": 2584,
    "personal_finance": 135,
    "schedule": 2902,
    "shopping": 1317,
    "social_planning": 412,
    "study": 1058,
    "travel": 18530
  },
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  "explicit_streaming_reasoning_rows": 30000,
  "grounding_flag_distribution": {
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    "suspicious_numeric_slot": 432,
    "weak_slot_evidence": 1625
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  "high_quality_eval_rows": 3384,
  "high_quality_percentage": 0.5908,
  "high_quality_rows": 17723,
  "high_quality_split_rows": 17723,
  "high_quality_train_rows": 14339,
  "intent_category_distribution": {
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    "confirmation_clarification": 2710,
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    "emotional_support": 232,
    "information_request": 6242,
    "instruction_following": 26,
    "negotiation_decision": 139,
    "planning_coordination": 1460,
    "problem_solving": 440,
    "recommendation": 739,
    "small_talk": 1013
  },
  "quality_flag_distribution": {
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    "deep_reasoning_too_long": 2,
    "excessive_repetition": 442,
    "financial_context": 624,
    "fragment_answer": 2611,
    "generic_answer": 359,
    "generic_number_misread_as_budget": 432,
    "grounding_issue": 432,
    "low_information_answer": 5011,
    "low_taxonomy_confidence": 2881,
    "medical_or_health_context": 327,
    "mild_violence_or_conflict_context": 307,
    "off_topic_answer": 581,
    "premature_respond": 4693,
    "repeated_turns": 442,
    "sensitive_content": 1257,
    "suspicious_numeric_slot": 432,
    "target_leakage": 176,
    "too_many_turns": 262,
    "too_short_answer": 2759,
    "too_short_average_turn": 8,
    "weak_final_state": 8951,
    "weak_slot_evidence": 1625,
    "weak_target_answer": 2759
  },
  "quality_tier_distribution": {
    "bronze": 7505,
    "drop": 4772,
    "gold": 12479,
    "silver": 5244
  },
  "safety_category_distribution": {
    "safe": 28743,
    "sensitive": 1257
  },
  "safety_flag_distribution": {
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    "medical_or_health_context": 327,
    "mild_violence_or_conflict_context": 307
  },
  "scenario_category_distribution": {
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    "banking_support": 210,
    "customer_complaint": 218,
    "family_conversation": 600,
    "flight_booking": 9926,
    "food_ordering": 18,
    "friend_conversation": 456,
    "general_conversation": 3288,
    "home_repair": 101,
    "hotel_booking": 1557,
    "hotel_search": 184,
    "insurance_support": 95,
    "job_interview": 104,
    "medical_assistance": 291,
    "movie_ticketing": 218,
    "music_search": 141,
    "restaurant_booking": 1890,
    "restaurant_search": 819,
    "schedule_planning": 646,
    "school_life": 853,
    "shopping_assistance": 393,
    "taxi_booking": 1109,
    "technical_support": 453,
    "train_booking": 4317,
    "travel_planning": 253,
    "workplace_conversation": 1405
  },
  "slot_repair_applied_rows": 15233,
  "source_distribution": {
    "DailyDialog": 10000,
    "MultiWOZ": 10000,
    "Taskmaster": 10000
  },
  "streaming_reasoning_confidence_distribution": {
    "high": 201954,
    "medium": 89194
  },
  "streaming_reasoning_quality_distribution": {
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    "usable": 15233
  },
  "suppressed_slot_name_distribution": {
    "budget": 36322
  },
  "suppressed_slot_reason_distribution": {
    "generic_number_misread_as_budget": 36309,
    "percent_misread_as_budget": 13
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  "target_answer_flag_distribution": {
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    "fragment_answer": 2611,
    "generic_answer": 350,
    "low_information_answer": 5011,
    "off_topic_answer": 581,
    "too_short_answer": 2759
  },
  "target_answer_quality_distribution": {
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    "strong": 15129,
    "usable": 6819,
    "weak": 4128
  },
  "taxonomy_confidence_distribution": {
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    "low": 2881,
    "medium": 6613
  },
  "total_rows": 30000,
  "train_rows": 24211,
  "unknown_other_ratio": 0.0,
  "version": "v0.4",
  "version_label": "v0.4 — Explicit Streaming Reasoning Release"
}