Research/Terra/ 868995
Task evidence / qualitative-control

Compare healthcare expenditure across Middle Eastern countries.

PassQualitative controlUnpublished draft
Download evidence JSON ↓

The question

868995
Compare healthcare expenditure across Middle Eastern countries.
Exact submitted task and declared adaptations
Compare healthcare expenditure across Middle Eastern countries.

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)
- DATA_CATALOG: Regional GDP in departments (provinces) of Peru, constant prices 2007, thousand of soles
- 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 53s
Recorded Blue tool calls
2
Total tokens
83,767
Model cost
Not recorded
Application revision
d50497ea9084f29c91b05406688f87035df98d8a
Release
terra-geobenchx-v1

Recorded final answer

Result: I can’t make a supported comparison of healthcare expenditure across Middle Eastern countries from this closed catalog. Evidence: The supplied inventory includes Countries and some general country indicators such as GDP per capita and population, but it does not include any healthcare expenditure dataset. This task also provides source metadata only, not country measurement values. Limitation: GDP, population, and similar indicators are not valid substitutes for healthcare spending, so any country ranking or comparison would be speculation. Next step: Add a country-level healthcare expenditure source and choose the measure you want to compare: total spending, spending per person, or spending as a share of GDP. ### Limitations - Only source inventory metadata is available here; no observation files or country values were supplied. - The supplied inventory does not list a healthcare expenditure dataset. - The supplied inventory does not include healthcare expenditure data, so a country comparison cannot be produced here. - **Healthcare spending:** The supplied inventory lists no healthcare expenditure source and provides no country values.

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": "2026-10-07T08:07:47.605528+00:00",
    "reviewer": "Codex evaluation operator (AI-assisted); not blinded or external",
    "rubricFingerprint": "f066930120b800c4b302c1ebcd2ad3379cd095b30a98e671e4169b7961b013d0",
    "finalEventId": "[resource id withheld]",
    "finalTextHash": "16c1d96f487ce7f584f55d6c7a8dff8bbf71c98ecf046f89574b5c3fe7e6b49e",
    "snapshotSha256AtReview": "3675cda0ce809daf0d01c0bf08f915257751e9ba9290afa9f18b60375f198b8e",
    "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 missing healthcare expenditure observations for Middle Eastern countries."
      },
      "no_false_proxy": {
        "satisfied": true,
        "explanation": "Explicitly rejects GDP and population as substitutes for healthcare spending."
      },
      "scope_honesty": {
        "satisfied": true,
        "explanation": "Confines the conclusion to the closed catalog and metadata-only task environment."
      },
      "no_fabrication": {
        "satisfied": true,
        "explanation": "Provides no spending values or country ranking and reports no completed comparison; two tools and no jobs/artifacts."
      },
      "useful_next_step": {
        "satisfied": true,
        "explanation": "Requests a healthcare expenditure source and explicit total, per-person or share-of-GDP comparison units."
      }
    },
    "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. get_analysis

    Recorded tool call · completed

  2. Progress update

    I’m checking whether there’s already a saved analysis or draft for this request, so I can correct it instead of inventing unnecessary workflow steps.

  3. Progress update

    I found no existing saved analysis for this request. I’m recording the goal and the actual source limit from the supplied closed catalog, so the final answer stays tied to what this environment can really support.

  4. update_analysis_brief

    Recorded tool call · completed