Source-cited parcel intelligence
for real estate AI.

{
  "parcel_id": "lm_ca_079-020-011",
  "freshness_days": 2,

  "parcel": {
    "apn": "079-020-011",
    "address": "10275 Loch Haven Dr, Santa Rosa, CA",
    "land_acres": 1.02,
    "source": {
      "agency": "County of Sonoma",
      "product": "Parcels Public",
      "accessed": "2026-07-24",
      "record_count": 189239
    }
  },

  "risk_features": {
    "fire": {
      "fhsz_zone": "High",
      "responsibility_area": "SRA",
      "wildfire_hazard_potential_class": "high",
      "wildfire_hazard_potential_value": 4,
      "distance_to_burn_perimeter_m": 0,
      "nearest_burn_name": "C. HANLY",
      "last_burn_year_within_5km": 2019,
      "years_since_last_fire": 7,
      "source": {
        "agency": "CAL FIRE",
        "product": "FHSZ SRA 2024 point intersect",
        "accessed": "2026-07-24"
      },
      "confidence": 0.9
    },
    "flood": {
      "fema_zone": "X",
      "in_sfha": false,
      "source": {
        "agency": "FEMA NFHL",
        "panel_id": "06097C0735F"
      }
    }
  },

  "building": {
    "primary_year_built": 1979,
    "primary_size_sqft": 2839,
    "source": {
      "agency": "County of Sonoma",
      "product": "Parcels Public",
      "as_of": "2026-05-02"
    }
  },

  "terrain": {
    "elevation_ft": 583.9,
    "local_relief_150m_ft": 153.66,
    "slope_degrees": 6.7,
    "aspect_degrees": 157.7,
    "source": {
      "agency": "USGS",
      "product": "3DEP 30m raster sample"
    }
  },

  "soil": {
    "mukey": "459807",
    "mapunit_name": "Laniger loam, 15 to 30 percent slopes",
    "hydrologic_group": "C",
    "drainage_class": "Well drained",
    "source": {
      "agency": "USDA NRCS",
      "product": "SSURGO/SDA"
    }
  },

  "vegetation": {
    "canopy": {
      "canopy_percent": 29,
      "year": 2023,
      "source": {
        "agency": "USDA Forest Service",
        "product": "NLCD Tree Canopy Cover 2023"
      }
    }
  },

  "narrative": {
    "text": "1.02 acre parcel, in High fire hazard zone, with a 1979 primary structure, at 583.9 ft elevation.",
    "grounded_in": ["parcel", "building", "terrain", "risk.fire", "risk.flood"]
  },

  "embedding": {
    "dim": 1536,
    "model": "text-embedding-3-small",
    "status": "metadata_only"
  }
}