{
  "releaseId": "terra-geobenchx-v1",
  "taskId": "727667",
  "question": "Make a heatmap of population density in areas with active wildfires in USA",
  "submittedPrompt": "Make a heatmap of population density in areas with active wildfires in USA\n\nTask conventions: This is a closed-catalog task. The complete original GeoBenchX source inventory is listed below; it describes available source types, not actual measurements. Do not supplement it with live data or claim numerical evidence from general knowledge. General knowledge may be used for definitions and explanation. Answer the original question as far as this information environment supports, accurately distinguishing observations, inference and uncertainty. This source-availability/control cohort supplies catalog metadata rather than the observation files and is reported separately from computational tasks.\n- DATA_CATALOG: Forest area (sq. km)\n- DATA_CATALOG: Forest area (% of land area)\n- DATA_CATALOG: Electric power consumption (kWh per capita)\n- DATA_CATALOG: Annual freshwater withdrawals, total (billion cubic meters)\n- DATA_CATALOG: Annual freshwater withdrawals, total (% of internal resources)\n- DATA_CATALOG: Agriculture, value added (% of GDP)\n- DATA_CATALOG: GDP per capita (current US$)\n- DATA_CATALOG: Labor force, total\n- DATA_CATALOG: Net migration\n- DATA_CATALOG: Fertility rate, births per woman\n- DATA_CATALOG: Population, total\n- DATA_CATALOG: Rural population, total\n- DATA_CATALOG: Greenhouse gases emission, per capita, tons of carbon dioxide-equivalents \n- DATA_CATALOG: CO2 emissions per capita, tons\n- DATA_CATALOG: Incidence of Tuberculosis Disease, 2023, Massachusetts Counties\n- DATA_CATALOG: Incidence of Tuberculosis Disease, 2023, New York State Counties\n- DATA_CATALOG: Rail lines (total route-km)\n- DATA_CATALOG: Regional GDP in departments (provinces) of Peru, constant prices 2007, thousand of soles\n- GEO_CATALOG: Countries\n- GEO_CATALOG: Amtrak railway stations\n- GEO_CATALOG: Railway lines in Bangladesh\n- GEO_CATALOG: Cities and Towns of the United States, 2014\n- GEO_CATALOG: Railway Network of North America\n- GEO_CATALOG: Current Wildland Fire Incident Locations, size in acres\n- GEO_CATALOG: Rivers in North America\n- GEO_CATALOG: Lakes in North America\n- GEO_CATALOG: USA counties borders\n- GEO_CATALOG: USA states borders\n- GEO_CATALOG: Earthquakes occurences and magnitude March 15- February 14 2025\n- GEO_CATALOG: Rivers in South America\n- GEO_CATALOG: Seaports of Latin America\n- GEO_CATALOG: Railways in Brazil\n- GEO_CATALOG: Mineral extraction facilities in Africa\n- GEO_CATALOG: Power stations in Africa\n- GEO_CATALOG: Railways in Africa\n- GEO_CATALOG: Municipalities of Brazil\n- GEO_CATALOG: Regions of Peru\n- GEO_CATALOG: Provinces of Peru\n- RASTER_CATALOG: Accumulated snow cover season 2023-2024, USA, inches\n- RASTER_CATALOG: Accumulated snow cover season 2024-2025, USA, inches\n- RASTER_CATALOG: Tibetan Plato South Asia flood extent, August 2018\n- RASTER_CATALOG: Bangladesh population, 2018, people, resolution 1 km\n- RASTER_CATALOG: USA population 2020, people, resolution 1 km\n- RASTER_CATALOG: Chile population, 2020, people, resolution 1 km\n- RASTER_CATALOG: Angola population, 2020, people, resolution 1 km\n- RASTER_CATALOG: Peru, Bolivia, Argentina, Chile flood, February 2018\n- RASTER_CATALOG: Peru population, 2018, 1 km resolution\n- RASTER_CATALOG: Brazil population, 2018, 1 km resolution\n- RASTER_CATALOG: Algeria population density per 1 km 2020, 1 km resolution\n\n\n\nGive a concise ordinary-language answer. No artificial count, result artifact, workflow or map is required when the answer does not warrant one. Do not invent observations or claim an analysis was run.\n\nSupplied immutable inputs:\n[]",
  "finalAnswer": "I couldn’t produce the heatmap here.\n\nI checked the closed catalog, and this run did not return usable collections for the listed wildfire and population sources — “Current Wildland Fire Incident Locations, size in acres” and “USA population 2020, people, resolution 1 km.” The wildfire source name also suggests incident locations with acreage, not confirmed fire perimeters, so the fire-area method would still need to be stated.\n\nNext step: provide the actual closed-catalog wildfire layer and population raster, then map the population grid inside wildfire areas, or inside a clearly defined incident-area proxy if only fire points are available.\n\n### Limitations\n\n- The closed-catalog searches in this run returned no usable wildfire, population, or U.S. boundary collections.\n- The user-supplied inventory names source types only; it does not provide the underlying observation files or map-ready artifacts in this environment.\n- Not yet confirmed because the closed catalog in this run did not return usable wildfire or population collections.\n- **Wildfires:** This run returned no usable wildfire collection, and the source inventory suggests incident locations with acreage rather than confirmed fire perimeters.\n- **Population:** This run returned no usable population collection, so the heatmap cannot be produced or verified here.",
  "checks": {
    "expectedCount": null,
    "actualCount": null,
    "expectedMetrics": null,
    "actualMetrics": null,
    "computationCorrect": null,
    "answerFulfilled": true,
    "adjudication": {
      "reviewedAt": "2026-10-07T07:51:51.128789+00:00",
      "reviewer": "Codex evaluation operator (AI-assisted); not blinded or external",
      "rubricFingerprint": "3c781e60a9d025ea9014f0337edbc879b4d2dd7d67fb49f7aa075b13269402b0",
      "finalEventId": "[resource id withheld]",
      "finalTextHash": "3f27f573006ee503f594e14a0d6798f26fc85328106d3a70c471c634649559a0",
      "snapshotSha256AtReview": "06ff4c80fedc3947ab59f3da6376942aebd30852d226937af7c23580db0e4007",
      "evidenceReviewed": [
        "Complete accepted final answer",
        "Recorded tool names, statuses and outputs relevant to claimed work",
        "Recorded workflow/job/artifact presence",
        "Frozen source inventory, task environment and case-specific rubric"
      ],
      "criteria": {
        "specific_obstacle": {
          "satisfied": true,
          "explanation": "Identifies unavailable wildfire/population observations and distinguishes incident points with acreage from confirmed fire perimeters."
        },
        "no_false_proxy": {
          "satisfied": true,
          "explanation": "Does not treat incident locations or acreage as measured fire footprints; any incident-area proxy is explicitly a separately defined method."
        },
        "scope_honesty": {
          "satisfied": true,
          "explanation": "Limits the absence to the closed catalog searches and metadata-only source listings."
        },
        "no_fabrication": {
          "satisfied": true,
          "explanation": "Clearly says no heatmap was produced; four completed discovery/brief calls and no jobs/artifacts."
        },
        "useful_next_step": {
          "satisfied": true,
          "explanation": "Requests the actual wildfire and population layers and an explicit area/perimeter method before calculating population within them."
        }
      },
      "cohort": "metadata-only qualitative control; distinct from computational correctness"
    },
    "qualification": "Operator-adjudicated, not blinded. Reported separately from exact computed/map results.",
    "reasons": []
  },
  "activity": [
    {
      "at": "2026-10-07T07:46:17.827924Z",
      "title": "Progress update",
      "detail": "I’m checking the catalog entries that could support this map, then I’ll confirm whether this environment actually has the usable layers or only the source listings."
    },
    {
      "at": "2026-10-07T07:46:18.145011Z",
      "title": "search_catalog",
      "detail": "Recorded tool call · completed"
    },
    {
      "at": "2026-10-07T07:46:23.255200Z",
      "title": "Progress update",
      "detail": "The first catalog lookup returned no usable collections, so I’m doing one broader check without technical filters before I call this a source-access limit."
    },
    {
      "at": "2026-10-07T07:46:23.686440Z",
      "title": "search_catalog",
      "detail": "Recorded tool call · completed"
    },
    {
      "at": "2026-10-07T07:46:30.560835Z",
      "title": "get_analysis",
      "detail": "Recorded tool call · completed"
    },
    {
      "at": "2026-10-07T07:46:58.810476Z",
      "title": "update_analysis_brief",
      "detail": "Recorded tool call · completed"
    },
    {
      "at": "2026-10-07T07:47:08.406089Z",
      "title": "Progress update",
      "detail": "I’ve recorded the requested map result and the observed catalog-access limit. I’m now giving you the direct answer from what this environment actually supports."
    }
  ],
  "workflow": [],
  "previews": [],
  "activityDisclosure": "Recorded observable actions only, not private reasoning. Raw payloads, geometry, private links and credentials are omitted; full evidence is retained privately. Activity/workflow lists bounded at 500 entries.",
  "artifacts": [],
  "snapshotSha256": "72b147ee82f900dcff55a55c9c12d0ed6ba48e8f8e51128f80f15f3a61c18eba",
  "investigations": []
}