Source-cited parcel intelligence
for real estate AI.

{
  "parcel_id": "lm_06097_079-020-011",
  "freshness_days": 17,

  "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",
      "as_of": "2026-05-02"
    }
  },

  "risk_features": {
    "fire": {
      "fhsz_zone": "High",
      "responsibility_area": "SRA",
      "source": {
        "agency": "CAL FIRE",
        "product": "SRA Fire Hazard Severity Zones",
        "effective": "2024-04-01"
      },
      "confidence": 0.95
    },
    "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": 589,
    "local_relief_150m_ft": 85,
    "source": {
      "agency": "USGS",
      "product": "3DEP 1m DEM"
    }
  },

  "narrative": {
    "text": "This 1.02-acre rural residential parcel is in CAL FIRE's High SRA Fire Hazard Severity Zone, with a 1979 primary structure and 589-foot USGS 3DEP elevation.",
    "grounded_in": ["parcel", "building", "terrain", "risk.fire"]
  },

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