Research/Terra/ 537597
Task evidence / qualitative-control

Map the distribution of healthcare expenditure as percentage of GDP in Western Europe.

PassQualitative controlUnpublished draft
Download evidence JSON ↓

The question

537597
Map the distribution of healthcare expenditure as percentage of GDP in Western Europe.
Exact submitted task and declared adaptations
Map the distribution of healthcare expenditure as percentage of GDP in Western Europe.

Task 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.
- DATA_CATALOG: Forest area (sq. km)
- DATA_CATALOG: Forest area (% of land area)
- DATA_CATALOG: Electric power consumption (kWh per capita)
- DATA_CATALOG: Annual freshwater withdrawals, total (billion cubic meters)
- DATA_CATALOG: Annual freshwater withdrawals, total (% of internal resources)
- DATA_CATALOG: Agriculture, value added (% of GDP)
- DATA_CATALOG: GDP per capita (current US$)
- DATA_CATALOG: Labor force, total
- DATA_CATALOG: Net migration
- DATA_CATALOG: Fertility rate, births per woman
- DATA_CATALOG: Population, total
- DATA_CATALOG: Rural population, total
- DATA_CATALOG: Greenhouse gases emission, per capita, tons of carbon dioxide-equivalents 
- DATA_CATALOG: CO2 emissions per capita, tons
- DATA_CATALOG: Incidence of Tuberculosis Disease, 2023, Massachusetts Counties
- DATA_CATALOG: Incidence of Tuberculosis Disease, 2023, New York State Counties
- DATA_CATALOG: Rail lines (total route-km)
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- GEO_CATALOG: Countries
- GEO_CATALOG: Amtrak railway stations
- GEO_CATALOG: Railway lines in Bangladesh
- GEO_CATALOG: Cities and Towns of the United States, 2014
- GEO_CATALOG: Railway Network of North America
- GEO_CATALOG: Current Wildland Fire Incident Locations, size in acres
- GEO_CATALOG: Rivers in North America
- GEO_CATALOG: Lakes in North America
- GEO_CATALOG: USA counties borders
- GEO_CATALOG: USA states borders
- GEO_CATALOG: Earthquakes occurences and magnitude March 15- February 14 2025
- GEO_CATALOG: Rivers in South America
- GEO_CATALOG: Seaports of Latin America
- GEO_CATALOG: Railways in Brazil
- GEO_CATALOG: Mineral extraction facilities in Africa
- GEO_CATALOG: Power stations in Africa
- GEO_CATALOG: Railways in Africa
- GEO_CATALOG: Municipalities of Brazil
- GEO_CATALOG: Regions of Peru
- GEO_CATALOG: Provinces of Peru
- RASTER_CATALOG: Accumulated snow cover season 2023-2024, USA, inches
- RASTER_CATALOG: Accumulated snow cover season 2024-2025, USA, inches
- RASTER_CATALOG: Tibetan Plato South Asia flood extent, August 2018
- RASTER_CATALOG: Bangladesh population, 2018, people, resolution 1 km
- RASTER_CATALOG: USA population 2020, people, resolution 1 km
- RASTER_CATALOG: Chile population, 2020, people, resolution 1 km
- RASTER_CATALOG: Angola population, 2020, people, resolution 1 km
- RASTER_CATALOG: Peru, Bolivia, Argentina, Chile flood, February 2018
- RASTER_CATALOG: Peru population, 2018, 1 km resolution
- RASTER_CATALOG: Brazil population, 2018, 1 km resolution
- RASTER_CATALOG: Algeria population density per 1 km 2020, 1 km resolution



Give 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.

Supplied immutable inputs:
[]

Outcome & verification

Operator-reviewed frozen qualitative criteria satisfied; not a numerical GIS result.

Duration
1m 20s
Recorded Blue tool calls
2
Total tokens
75,852
Model cost
Not recorded
Application revision
d50497ea9084f29c91b05406688f87035df98d8a
Release
terra-geobenchx-v1

Recorded final answer

I can’t map that from this closed catalog. Why: - The supplied inventory lists a country-boundaries source type (`GEO_CATALOG: Countries`). - It does **not** list **healthcare expenditure (% of GDP)**. - This cohort provides source metadata only, not the underlying country values. So the distribution of healthcare spending across Western Europe is **not available here**. Next step: - Add a country-level dataset for **healthcare expenditure as % of GDP**, then join it to the countries layer. ### Limitations - Closed-catalog task: only the supplied inventory can be used. - This cohort provides source-availability metadata rather than the underlying observation files or values. - The requested indicator is not listed in the supplied closed catalog, and this task provides metadata only rather than observation values. - **Health spending map:** The supplied inventory does not include healthcare expenditure as a share of GDP, so the requested distribution cannot be mapped here.

Independent checks

These checks are separate from the agent's own assessment. A successful job or an assertion of success is not enough to pass.

Expected count
Not a count-based check
Reported count
Not recorded
Computation verified
Not applicable / unverified
Answer fulfilled
Yes
Full grading and rubric record
{
  "expectedCount": null,
  "actualCount": null,
  "expectedMetrics": null,
  "actualMetrics": null,
  "computationCorrect": null,
  "answerFulfilled": true,
  "adjudication": {
    "reviewedAt": "2026-10-07T07:11:19.401100+00:00",
    "reviewer": "Codex evaluation operator (AI-assisted); not blinded or external",
    "rubricFingerprint": "516a2ee48d730c40b9ba3e1d9d767c0a313b1c19849831230fc7426c88382ab2",
    "finalEventId": "[resource id withheld]",
    "finalTextHash": "4e0c37ae6c680b8bcf4b7afc3750f28f7cfc38417cb381be02f64ddd09bce9d5",
    "snapshotSha256AtReview": "24ebfccc6b36cda0729dad4994d04c415a0461dd1b1e99ea9e4c703474c39749",
    "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 the absent healthcare expenditure share-of-GDP indicator for Western Europe."
      },
      "no_false_proxy": {
        "satisfied": true,
        "explanation": "Does not substitute GDP per capita or unrelated disease incidence for healthcare spending."
      },
      "scope_honesty": {
        "satisfied": true,
        "explanation": "Confines absence to this closed catalog and notes available country-boundary source metadata."
      },
      "no_fabrication": {
        "satisfied": true,
        "explanation": "Provides no invented country rates or map; two bookkeeping tools and no jobs/artifacts."
      },
      "useful_next_step": {
        "satisfied": true,
        "explanation": "Requests country-level health-spending/GDP observations and a join to the country layer."
      }
    },
    "cohort": "metadata-only qualitative control; distinct from computational correctness"
  },
  "qualification": "Operator-adjudicated, not blinded. Reported separately from exact computed/map results.",
  "reasons": []
}

Activity

Recorded actions

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.

  1. Progress update

    I’m checking the retained analysis state and recording the catalog limitation, then I’ll give the concise answer.

  2. get_analysis

    Recorded tool call · completed

  3. update_analysis_brief

    Recorded tool call · completed

  4. Progress update

    I found a boundary source type in the supplied inventory, but not the healthcare-spending indicator. I’m recording that limitation, then I’ll answer plainly.