Research/Terra/ 811107
Task evidence / qualitative-control

What is the total length of railways in Brazilian states with GDP per capita above national average?

PassQualitative controlUnpublished draft
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The question

811107
What is the total length of railways in Brazilian states with GDP per capita above national average?
Exact submitted task and declared adaptations
What is the total length of railways in Brazilian states with GDP per capita above national average?

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.
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- DATA_CATALOG: Annual freshwater withdrawals, total (% of internal resources)
- DATA_CATALOG: Agriculture, value added (% of GDP)
- DATA_CATALOG: GDP per capita (current US$)
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- DATA_CATALOG: Population, total
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- GEO_CATALOG: Railways in Brazil
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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 36s
Recorded Blue tool calls
4
Total tokens
99,093
Model cost
Not recorded
Application revision
d50497ea9084f29c91b05406688f87035df98d8a
Release
terra-geobenchx-v1

Recorded final answer

Not yet confirmed: I can’t give a supported total from this closed catalog alone. The supplied inventory lists relevant source types — **GDP per capita (current US$)**, **Rail lines (total route-km)**, **Railways in Brazil**, and **Municipalities of Brazil** — but this environment does not expose the actual measurements, and it does not confirm the state-level Brazil GDP and rail-by-state data needed to do the sum. A closed-catalog check here also did not return usable matching collections. Next step: use actual **Brazilian state GDP-per-capita values** plus either **rail length by state** or **Brazil rail geometry with state boundaries**, then sum the railways in states above the national average. Source: supplied GeoBenchX source inventory; closed-catalog search in this environment (retrieved 2026-10-07). ### Limitations - This closed-catalog task provides source-inventory names, not the underlying measurements needed for the calculation. - Not yet confirmed because the environment exposes source inventory names rather than the needed observed values or joinable collections. - **GDP per capita:** I do not have observed Brazilian state GDP-per-capita values or a confirmed state-level GDP source here. - **Railways:** I do not have observed railway lengths by Brazilian state in this environment.

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": "2026-10-07T07:59:35.261561+00:00",
    "reviewer": "Codex evaluation operator (AI-assisted); not blinded or external",
    "rubricFingerprint": "e128dd53e23a070ca1e371070009d394d99c4d13e9c6452f986f82ff5b7c4ddc",
    "finalEventId": "[resource id withheld]",
    "finalTextHash": "2135d0eef584edfb29c62a591ad2900e4db63eb38e5ce844cbb0892d5324cd50",
    "snapshotSha256AtReview": "b0af69288d84149440347ded5a62e701e16640d6ede133b2a76a9aee44ed50dd",
    "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 Brazilian state GDP-per-capita values and rail length by state or matching state geometry."
      },
      "no_false_proxy": {
        "satisfied": true,
        "explanation": "Does not use national GDP or rail totals to select wealthy Brazilian states or invent a summed length."
      },
      "scope_honesty": {
        "satisfied": true,
        "explanation": "Acknowledges relevant source types while distinguishing metadata and unsuccessful catalog discovery from actual measurements."
      },
      "no_fabrication": {
        "satisfied": true,
        "explanation": "Reports no supported total or completed calculation; four completed tools and no jobs/artifacts."
      },
      "useful_next_step": {
        "satisfied": true,
        "explanation": "Specifies state GDP and either state rail totals or rail geometry with state boundaries before summing qualifying states."
      }
    },
    "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. search_catalog

    Recorded tool call · completed

  3. Progress update

    I’m checking whether the closed catalog supports this exactly, and whether the needed geography and GDP detail exist for Brazilian states.

  4. Progress update

    I found no retained work yet. Next I’m checking the closed catalog itself to see whether it has the needed GDP and railway sources at Brazil state level, not just source names.

  5. Progress update

    The first catalog search found no candidates, so I’m doing one broader check using the exact source titles from the closed inventory before I conclude what can and cannot be answered here.

  6. search_catalog

    Recorded tool call · completed

  7. update_analysis_brief

    Recorded tool call · completed