Task evidence / qualitative-control
Map the distribution of renewable water resources in arid regions.
The question
459898Map the distribution of renewable water resources in arid regions.
Exact submitted task and declared adaptations
Map the distribution of renewable water resources in arid regions. 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
- 2m 11s
- Recorded Blue tool calls
- 2
- Total tokens
- 79,199
- Model cost
- Not recorded
- Application revision
- d50497ea9084f29c91b05406688f87035df98d8a
- Release
- terra-geobenchx-v1
Recorded final answer
Delivered: I checked the supplied catalog list, and it does **not** support a defensible map of renewable water resources in arid regions.
What I observed from the supplied inventory:
- water-related entries: **“Annual freshwater withdrawals, total”** and **“Annual freshwater withdrawals, total (% of internal resources)”**
- map/context entries: **“Countries”**, **“Rivers in North America”**, **“Rivers in South America”**, and **“Lakes in North America”**
Why that is not enough:
- this environment gives **source availability**, not the underlying measurement files
- I do **not** see a direct dataset for **renewable water resources**
- I do **not** see an **aridity/desert boundary** layer
- **withdrawals** measure water **use**, not renewable water **supply**
- the hydrography layers are regional, not a global arid-regions dataset
So the unanswered requirement is the actual mapping of **renewable water resources within arid regions**.
Next action: add a direct renewable-water-resource dataset and an aridity layer, then join them to country or basin geometry.
### Limitations
- This environment provides source inventory metadata rather than the underlying observation files.
- The supplied inventory does not list a direct renewable-water-resources dataset.
- The supplied inventory does not list an aridity boundary or climate classification layer.
- A defensible map of renewable water resources in arid regions cannot be produced from this inventory alone.
- **Renewable water:** The listed freshwater-withdrawal indicators describe use, not renewable supply.
- **Arid regions:** No aridity layer is listed, so arid regions cannot be separated from non-arid areas.
- **Water context:** These sources give rough context only and do not measure renewable water resources in arid regions.
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": "2026-10-07T08:54:07.760170+00:00",
"reviewer": "Codex evaluation operator (AI-assisted); not blinded or external",
"rubricFingerprint": "791ba3c8ec463d5cc21606eca04112b8d2edae35a8c53718a231a96a1a4accff",
"finalEventId": "[resource id withheld]",
"finalTextHash": "f8c99c111ef2ffbf4e9c1278316d4d25cafef15d2f1d0deeba5f4a35c8857e32",
"snapshotSha256AtReview": "ee68f5b07e93c6f3d0eeb1b6f4638d75addb8dfc7d1d5fe851603bd5c50e992b",
"evidenceReviewed": [
"Complete accepted replacement final answer; not the interrupted original",
"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 aridity geography and direct renewable-water observations; hydrography listings are region-limited."
},
"no_false_proxy": {
"satisfied": true,
"explanation": "Explicitly distinguishes freshwater withdrawals as use, not renewable supply, and does not label countries arid without evidence."
},
"scope_honesty": {
"satisfied": true,
"explanation": "Confines the finding to the supplied metadata-only inventory and distinguishes it from actual observation files."
},
"no_fabrication": {
"satisfied": true,
"explanation": "States the renewable-water map is unanswered; two completed brief/read calls and no jobs/artifacts."
},
"useful_next_step": {
"satisfied": true,
"explanation": "Requests renewable-water measurements plus an aridity layer joined to country or basin geometry."
}
},
"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 recording the actual result of this request as a catalog-support assessment, since the supplied environment does not contain the observations needed for a real water-resource map.
update_analysis_brief
Recorded tool call · completed