Visualize deforestation rates within 100km of major African highways?
The question
772258Visualize deforestation rates within 100km of major African highways?
Exact submitted task and declared adaptations
Visualize deforestation rates within 100km of major African highways? 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 52s
- Recorded Blue tool calls
- 4
- Total tokens
- 182,721
- Model cost
- Not recorded
- Application revision
- d50497ea9084f29c91b05406688f87035df98d8a
- Release
- terra-geobenchx-v1
Recorded final answer
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": "2026-10-07T07:55:07.243203+00:00",
"reviewer": "Codex evaluation operator (AI-assisted); not blinded or external",
"rubricFingerprint": "1328375c7ef68652e84bf573919451072286b7c17dc5751aeb43b2c22d0a9e96",
"finalEventId": "[resource id withheld]",
"finalTextHash": "8c15050e96babe633b6a7efc13221dc72eac57426b35725f6f57e0cdf8594656",
"snapshotSha256AtReview": "3af496ab9c0bee533fe39e69dfe02a9c6a397904a855cb2df80f71ce360da4a4",
"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 African highway geometry and spatial deforestation/forest-change observations needed for 100-km road buffers."
},
"no_false_proxy": {
"satisfied": true,
"explanation": "Explicitly rejects substituting African railways or country forest totals for the requested highway-buffer deforestation."
},
"scope_honesty": {
"satisfied": true,
"explanation": "Confines absence to the closed catalog and distinguishes source listings from confirmed observations."
},
"no_fabrication": {
"satisfied": true,
"explanation": "Claims no supported map or measured deforestation rate; four completed calls and no jobs/artifacts."
},
"useful_next_step": {
"satisfied": true,
"explanation": "Requests African major-highway geometry and spatial forest-change data before carrying out the 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 actionsRecorded 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.
get_analysis
Recorded tool call · completed
Progress update
I’m checking the retained analysis context and then I’ll record a brief that matches what this catalog can and cannot support.
Progress update
I’m searching the closed catalog for three things together: forest-change evidence, major-road evidence, and African boundaries. That will tell me whether a true highway-buffer deforestation map is feasible here.
search_catalog
Recorded tool call · completed
Progress update
I found no direct forest-change or highway candidates in the first pass. I’m doing one focused check for the closest listed proxies from the supplied inventory: forest area, railways in Africa, and countries.
search_catalog
Recorded tool call · completed
update_analysis_brief
Recorded tool call · completed
Progress update
I’ve recorded the analytical goal and the hard data gaps. The catalog search found no direct forest-change or highway sources, so there is no feasible map to run from this environment alone.