Research/Terra/ 221611
Task evidence / qualitative-control

Map industrial pollution hotspots in Eastern European cities?

PassQualitative controlUnpublished draft
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The question

221611
Map industrial pollution hotspots in Eastern European cities?
Exact submitted task and declared adaptations
Map industrial pollution hotspots in Eastern European cities?

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: 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
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- GEO_CATALOG: Railways in Brazil
- GEO_CATALOG: Mineral extraction facilities in Africa
- GEO_CATALOG: Power stations in Africa
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- RASTER_CATALOG: Bangladesh population, 2018, people, resolution 1 km
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- 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 12s
Recorded Blue tool calls
3
Total tokens
69,964
Model cost
Not recorded
Application revision
d50497ea9084f29c91b05406688f87035df98d8a
Release
terra-geobenchx-v1

Recorded final answer

I can’t map **industrial pollution hotspots in Eastern European cities** from this source list. What the listed inventory does support: - A **very rough country-level comparison** using **Countries** plus national indicators like **greenhouse gases per capita**, **CO2 emissions per capita**, **electric power consumption**, and **population**. What blocks the requested map: - No **Eastern Europe city boundaries** - No **Eastern Europe industrial facility** layers - No city- or facility-level **pollution measurements** for that region - The only industrial-type facility layers listed are for **Africa**, so they do not answer this question So the unanswered part is the main one: **which Eastern European cities are pollution hotspots**. Next action: - Add **Eastern Europe city geometry** - Add **city- or facility-scale pollution or emissions data** Without those, any hotspot map would be guesswork rather than evidence. ### Limitations - This is a closed-catalog source-availability task based only on the listed inventory, not on observation files or live data access. - Not supported by the listed sources because they provide neither Eastern Europe city geography nor city/facility pollution observations for that region. - **Pollution data:** The listed sources do not show city-level industrial pollution measurements for Eastern Europe. - **City areas:** The listed geography does not include Eastern European city boundaries. - **Industry sites:** The listed facility layers are outside the requested region.

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": "2026-10-07T06:12:38.201464+00:00",
    "reviewer": "Codex evaluation operator (AI-assisted); not blinded or external",
    "rubricFingerprint": "d6e72a804cd97342a422ac27e788392a2c68a526d52fdc0c3143614c3210cd14",
    "finalEventId": "[resource id withheld]",
    "finalTextHash": "dda793d9cbcbd4a5ed886eea373c95217eadf12b4b20dc75ec3d7513b6c0dc05",
    "snapshotSha256AtReview": "e5a894f8fc95c6dbe32283324ba2f8b95062ea91a71a1d81169ae6ca208d4b25",
    "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 Eastern European city/facility-scale industrial pollution measurements and geography."
      },
      "no_false_proxy": {
        "satisfied": true,
        "explanation": "Labels national emissions comparison as a different rough country-level analysis, not city hotspots."
      },
      "scope_honesty": {
        "satisfied": true,
        "explanation": "Restricts the conclusion to the listed inventory and notes industrial source geography is African."
      },
      "no_fabrication": {
        "satisfied": true,
        "explanation": "Reports no hotspot cities, measurements or map; only bookkeeping/help tools and zero jobs/artifacts."
      },
      "useful_next_step": {
        "satisfied": true,
        "explanation": "Specifies Eastern European city geometry and city/facility pollution data needed for the requested map."
      }
    },
    "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, then I’ll record the supported result and its real limits from this closed catalog.

  2. get_analysis

    Recorded tool call · completed

  3. get_tool_help

    Recorded tool call · completed

  4. Progress update

    I’ve confirmed there is no retained workflow or trial here. I’m saving the actual outcome as a source-availability assessment: what this catalog can and cannot support for the requested hotspot map.

  5. update_analysis_brief

    Recorded tool call · completed