{
  "contract_version": "ha-native-tool-calling-v2",
  "home_assistant_schema_branch": "2026.7.4",
  "home_assistant_schema_retrieved": "2026-08-01",
  "native_tool_source": "homeassistant/helpers/llm.py + homeassistant/components/homeassistant/llm.py",
  "home_assistant_source_sha256": "8b93332eedb63b96ed78dc1bc29ea772de737135e9c8e62b316d24b94bbfa1e4",
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    "HassCancelTimer",
    "HassClimateSetTemperature",
    "HassHumidifierMode",
    "HassHumidifierSetpoint",
    "HassLightSet",
    "HassListAddItem",
    "HassMediaNext",
    "HassMediaPause",
    "HassMediaUnpause",
    "HassPauseTimer",
    "HassSetPosition",
    "HassSetVolume",
    "HassStartTimer",
    "HassToggle",
    "HassTurnOff",
    "HassTurnOn",
    "HassUnpauseTimer",
    "HassVacuumReturnToBase",
    "HassVacuumStart"
  ],
  "dataset": "Home-Assistant-Requests-V5.1-Native-Strict",
  "source_dataset": "acon96/Home-Assistant-Requests-V2",
  "seed": 3407,
  "selection": {
    "train_per_tool": 800,
    "eval_per_tool": 80,
    "max_entities_in_static_context": 8,
    "ha_intents_max_per_tool": 300,
    "official_conformance_holdouts": true,
    "fill_readiness_gaps": true
  },
  "counts": {
    "train": 4992,
    "validation": 708,
    "test": 803
  },
  "native_tool_call_counts": {
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    "HassCancelTimer": 454,
    "HassClimateSetTemperature": 145,
    "HassHumidifierMode": 146,
    "HassHumidifierSetpoint": 146,
    "HassLightSet": 681,
    "HassListAddItem": 145,
    "HassMediaNext": 185,
    "HassMediaPause": 185,
    "HassMediaUnpause": 190,
    "HassPauseTimer": 145,
    "HassSetPosition": 146,
    "HassSetVolume": 146,
    "HassStartTimer": 146,
    "HassToggle": 339,
    "HassTurnOff": 557,
    "HassTurnOn": 418,
    "HassUnpauseTimer": 145,
    "HassVacuumReturnToBase": 259,
    "HassVacuumStart": 149
  },
  "public_sources": [
    {
      "dataset": "enfuse/joint-intent-slot-smarthome",
      "revision": "39056ca057ae92d71fb7a272f7960567e55dca70",
      "license": "Apache-2.0",
      "raw_rows": 2016,
      "unique_texts": 1200,
      "accepted_unique": 890,
      "unmappable_rows": 314,
      "conflicting_texts": 124,
      "tool_counts": {
        "GetLiveContext": 160,
        "HassClimateSetTemperature": 45,
        "HassLightSet": 442,
        "HassTurnOff": 158,
        "HassTurnOn": 85
      },
      "split_policy": "train-only",
      "contract_accepted": 890,
      "contract_rejected": 0
    },
    {
      "dataset": "home-assistant/intents",
      "revision": "35466626accc5699203fc20a1af470ff173a7893",
      "license": "CC-BY-4.0",
      "attribution": "Home Assistant intents contributors",
      "raw_target_sentences": 5251,
      "unique_texts": 5145,
      "contract_candidates": 3140,
      "accepted_unique": 3065,
      "selected": 1474,
      "max_per_tool": 300,
      "conflicting_texts": 2,
      "rejection_reasons": {
        "entity_domain_mismatch": 67,
        "entity_name_required": 355,
        "invalid_slot_value": 12,
        "unsupported_slots": 1677
      },
      "tool_counts": {
        "HassClimateSetTemperature": 99,
        "HassListAddItem": 237,
        "HassPauseTimer": 247,
        "HassSetPosition": 117,
        "HassSetVolume": 230,
        "HassStartTimer": 300,
        "HassUnpauseTimer": 244
      },
      "selected_languages": {
        "ar": 32,
        "bg": 38,
        "ca": 40,
        "cs": 40,
        "cy": 9,
        "da": 35,
        "de": 239,
        "de-CH": 32,
        "el": 30,
        "en": 34,
        "es": 35,
        "fi": 37,
        "fr": 62,
        "ga": 6,
        "gl": 47,
        "gu": 4,
        "he": 11,
        "hi": 4,
        "hr": 36,
        "hu": 34,
        "is": 2,
        "it": 44,
        "lb": 2,
        "lt": 2,
        "nb": 32,
        "ne": 33,
        "nl": 58,
        "pl": 28,
        "pt": 34,
        "pt-BR": 6,
        "ro": 26,
        "ru": 22,
        "sk": 32,
        "sl": 32,
        "sr": 31,
        "sr-Latn": 31,
        "sv": 28,
        "th": 114,
        "uk": 12,
        "vi": 6,
        "zh-CN": 37,
        "zh-HK": 24,
        "zh-TW": 33
      },
      "split_policy": "trusted-conformance-holdout-first",
      "contract_accepted": 1474,
      "contract_rejected": 0,
      "split_allocation": {
        "policy": "trusted-conformance-holdout-first",
        "margin": 2,
        "allocated": {
          "train": {
            "HassClimateSetTemperature": 55,
            "HassListAddItem": 100,
            "HassPauseTimer": 100,
            "HassSetPosition": 73,
            "HassSetVolume": 101,
            "HassStartTimer": 101,
            "HassUnpauseTimer": 100
          },
          "validation": {
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            "HassListAddItem": 22,
            "HassPauseTimer": 22,
            "HassSetPosition": 22,
            "HassSetVolume": 22,
            "HassStartTimer": 22,
            "HassUnpauseTimer": 22
          },
          "test": {
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            "HassListAddItem": 22,
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            "HassSetPosition": 22,
            "HassSetVolume": 22,
            "HassStartTimer": 22,
            "HassUnpauseTimer": 22
          }
        },
        "unallocated": 536
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    "margin": 2,
    "generated_rows": {
      "train": 1414,
      "validation": 356,
      "test": 409
    },
    "generated_tool_rows": {
      "train": {
        "HassHumidifierMode": 101,
        "HassHumidifierSetpoint": 101,
        "HassSetPosition": 26
      },
      "validation": {
        "GetLiveContext": 20,
        "HassHumidifierMode": 22,
        "HassHumidifierSetpoint": 22,
        "HassLightSet": 22,
        "HassMediaNext": 15,
        "HassMediaPause": 17,
        "HassMediaUnpause": 17,
        "HassTurnOn": 11,
        "HassVacuumReturnToBase": 11,
        "HassVacuumStart": 3
      },
      "test": {
        "GetLiveContext": 50,
        "HassHumidifierMode": 22,
        "HassHumidifierSetpoint": 22,
        "HassLightSet": 22,
        "HassMediaNext": 9,
        "HassMediaPause": 9,
        "HassMediaUnpause": 8,
        "HassTurnOn": 15,
        "HassVacuumStart": 3
      }
    },
    "generated_direct_rows": {
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      "train": 1062,
      "validation": 168
    },
    "generated_multi_call_rows": {
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      "train": 124,
      "validation": 28
    }
  },
  "rejected_sample_count": 5793,
  "training_readiness": {
    "ready": true,
    "failures": [],
    "splits": {
      "train": {
        "rows": 4992,
        "direct_rows": 1402,
        "multi_call_rows": 202,
        "tool_call_counts": {
          "GetLiveContext": 164,
          "HassCancelTimer": 348,
          "HassClimateSetTemperature": 101,
          "HassHumidifierMode": 102,
          "HassHumidifierSetpoint": 102,
          "HassLightSet": 570,
          "HassListAddItem": 101,
          "HassMediaNext": 141,
          "HassMediaPause": 141,
          "HassMediaUnpause": 146,
          "HassPauseTimer": 101,
          "HassSetPosition": 102,
          "HassSetVolume": 102,
          "HassStartTimer": 102,
          "HassToggle": 289,
          "HassTurnOff": 497,
          "HassTurnOn": 307,
          "HassUnpauseTimer": 101,
          "HassVacuumReturnToBase": 209,
          "HassVacuumStart": 105
        }
      },
      "validation": {
        "rows": 708,
        "direct_rows": 202,
        "multi_call_rows": 32,
        "tool_call_counts": {
          "GetLiveContext": 22,
          "HassCancelTimer": 51,
          "HassClimateSetTemperature": 22,
          "HassHumidifierMode": 22,
          "HassHumidifierSetpoint": 22,
          "HassLightSet": 50,
          "HassListAddItem": 22,
          "HassMediaNext": 22,
          "HassMediaPause": 22,
          "HassMediaUnpause": 22,
          "HassPauseTimer": 22,
          "HassSetPosition": 22,
          "HassSetVolume": 22,
          "HassStartTimer": 22,
          "HassToggle": 26,
          "HassTurnOff": 33,
          "HassTurnOn": 50,
          "HassUnpauseTimer": 22,
          "HassVacuumReturnToBase": 22,
          "HassVacuumStart": 22
        }
      },
      "test": {
        "rows": 803,
        "direct_rows": 252,
        "multi_call_rows": 42,
        "tool_call_counts": {
          "GetLiveContext": 52,
          "HassCancelTimer": 55,
          "HassClimateSetTemperature": 22,
          "HassHumidifierMode": 22,
          "HassHumidifierSetpoint": 22,
          "HassLightSet": 61,
          "HassListAddItem": 22,
          "HassMediaNext": 22,
          "HassMediaPause": 22,
          "HassMediaUnpause": 22,
          "HassPauseTimer": 22,
          "HassSetPosition": 22,
          "HassSetVolume": 22,
          "HassStartTimer": 22,
          "HassToggle": 24,
          "HassTurnOff": 27,
          "HassTurnOn": 61,
          "HassUnpauseTimer": 22,
          "HassVacuumReturnToBase": 28,
          "HassVacuumStart": 22
        }
      }
    }
  },
  "notes": [
    "V2 rows filtered for official native tools, valid JSON arguments, and train_on_turn.",
    "System personas removed; only grounded Home Assistant policy and short exposed context retained.",
    "GetLiveContext added using the official homeassistant integration schema.",
    "Licensed public augmentation is opt-in and pinned by revision.",
    "Official conformance holdouts and deficit-only fixtures are explicit opt-ins.",
    "Track B native tool calling is intentionally separate from ha-action-v3."
  ]
}