Research/Terra/ 606612
Task evidence / qualitative-control

Show sustainable agriculture adoption in African countries.

PassQualitative controlUnpublished draft
Download evidence JSON ↓

The question

606612
Show sustainable agriculture adoption in African countries.
Exact submitted task and declared adaptations
Show sustainable agriculture adoption in African 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 43s
Recorded Blue tool calls
2
Total tokens
84,834
Model cost
Not recorded
Application revision
d50497ea9084f29c91b05406688f87035df98d8a
Release
terra-geobenchx-v1

Recorded final answer

**What I can say:** I can tell from the supplied catalog inventory that it does **not** support a defensible country-by-country view of sustainable agriculture adoption in Africa. The listed sources include **Countries** and broad context indicators like **Agriculture, value added (% of GDP)**, **Forest area**, **Annual freshwater withdrawals**, and emissions measures, but none of them directly measures adoption of sustainable farming practices. **What remains unanswered:** Which African countries have higher or lower sustainable agriculture adoption. This task provides source metadata, not country measurements, and no direct adoption dataset is listed. To answer the question, the catalog would need a country-level adoption source, or a clearly defined proxy method agreed in advance. ### Limitations - This task provides catalog inventory metadata rather than observation files or retrieved country measurements. - The supplied inventory does not list a dataset that directly measures sustainable agriculture adoption in African countries. - A defensible country-by-country adoption comparison cannot be produced from this inventory because it lacks a direct adoption measure. - **Sustainable farming adoption:** The inventory has no direct adoption dataset and provides metadata only, not 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": "2026-10-07T07:30:32.037257+00:00",
    "reviewer": "Codex evaluation operator (AI-assisted); not blinded or external",
    "rubricFingerprint": "e14e58cda7d8591d8d43713b2ca7b0f300e542ea0df13d03e71bb06122e96315",
    "finalEventId": "[resource id withheld]",
    "finalTextHash": "b7c0368fa587baaca7973c2e7e0684320cab8ab47df68ddac781c9ba400c7da7",
    "snapshotSha256AtReview": "4b309d2992a657c59ef380d310ac6c84bb6206f2d506805b6cf161e2f2b7adb4",
    "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 country-level observations of sustainable farming adoption across Africa."
      },
      "no_false_proxy": {
        "satisfied": true,
        "explanation": "Explains that agricultural GDP, forest, withdrawal and emissions indicators are context, not direct adoption measurements."
      },
      "scope_honesty": {
        "satisfied": true,
        "explanation": "Limits the statement to the supplied catalog and its metadata-only information environment."
      },
      "no_fabrication": {
        "satisfied": true,
        "explanation": "Names no high/low-adoption countries and claims no completed computation; two bookkeeping calls and no jobs/artifacts."
      },
      "useful_next_step": {
        "satisfied": true,
        "explanation": "Requests a country-level adoption source or a clearly defined, separately agreed proxy method."
      }
    },
    "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 the retained analysis state and then I’ll record this closed-catalog result without adding any new data beyond the supplied inventory.

  3. Progress update

    I found no retained brief for this request. I’m recording the analytical goal and the actual limitation from the supplied inventory: no direct adoption measure is available here.

  4. update_analysis_brief

    Recorded tool call · completed