Research/Terra/ 792682
Task evidence / qualitative-control

Display the variation in public education spending across Caribbean nations.

PassQualitative controlUnpublished draft
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The question

792682
Display the variation in public education spending across Caribbean nations.
Exact submitted task and declared adaptations
Display the variation in public education spending across Caribbean nations.

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 38s
Recorded Blue tool calls
4
Total tokens
118,186
Model cost
Not recorded
Application revision
d50497ea9084f29c91b05406688f87035df98d8a
Release
terra-geobenchx-v1

Recorded final answer

I checked the supplied catalog list. **What I can deliver:** Caribbean country boundaries are available through **GEO_CATALOG: Countries**. **What blocks the requested display:** the provided inventory does **not** list any **public education spending** dataset for Caribbean nations. So I can’t truthfully show country-to-country spending variation, rankings, or values in this environment. **Next step:** add a country-level education spending table and join it to the **Countries** layer. Source basis: your closed-catalog inventory lists **GEO_CATALOG: Countries** and does not list a public-education-spending source. ### Limitations - This environment provides source-inventory metadata rather than the underlying observation files. - Any conclusion here is limited to whether the supplied inventory includes the needed measurement, not to actual spending values or country rankings. - The supplied closed catalog inventory includes country geography but no public education spending dataset, so cross-country variation cannot be shown from this environment alone. - **Education spending:** The supplied inventory does not list any public education spending measurement to compare across Caribbean nations. - **Country boundaries:** It does not provide education spending values by itself.

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": "2026-10-07T07:59:35.080340+00:00",
    "reviewer": "Codex evaluation operator (AI-assisted); not blinded or external",
    "rubricFingerprint": "81eb1649a22c6615e4d9f04d4dd7b70fc2970b9e3fec9c4b94083c932e5d8140",
    "finalEventId": "[resource id withheld]",
    "finalTextHash": "8b10edf8b2ba9183e13347d847faaa0dddcfe539c27e71884de814e7edac032b",
    "snapshotSha256AtReview": "50870272e089bcb077b87661483871307e881e4abb64a49539289268140710ef",
    "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 absent public education spending observations for Caribbean countries while acknowledging country geography listings."
      },
      "no_false_proxy": {
        "satisfied": true,
        "explanation": "Does not substitute country boundaries or other economic indicators for education spending."
      },
      "scope_honesty": {
        "satisfied": true,
        "explanation": "Explicitly limits its conclusion to inventory coverage and metadata, not actual values or global availability."
      },
      "no_fabrication": {
        "satisfied": true,
        "explanation": "Gives no country ranking, values or claimed rendered map; a failed assessment and context tools produced no jobs/artifacts."
      },
      "useful_next_step": {
        "satisfied": true,
        "explanation": "Requests a country-level education spending table joined to the Countries layer."
      }
    },
    "cohort": "metadata-only qualitative control; distinct from computational correctness"
  },
  "qualification": "Operator-adjudicated, not blinded. Reported separately from exact computed/map results.",
  "reasons": []
}

Recorded investigation findings

The agent's reported hypotheses and assessments, retained as evidence of its process—not independent proof that the answer is correct. Failed calls retain their requested verdict, not an accepted assessment.

assess_result · failed · requested assessment: sufficient

The supplied closed catalog can support country geography, but it cannot support a display or comparison of public education spending variation across Caribbean nations because that measurement is not present in the inventory.

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 checked the saved analysis state. Next I’m recording the goal and the key limitation from the supplied inventory: country boundaries are listed, but no public-education-spending dataset is.

  3. update_analysis_brief

    Recorded tool call · completed

  4. Progress update

    I’ve recorded the goal and limits. I’m now recording the result assessment: this environment can support country geography, but it cannot support the requested spending comparison because the spending measurement is absent from the supplied catalog list.

  5. assess_result

    Recorded tool call · failed

  6. get_tool_help

    Recorded tool call · completed