Show public education spending across Scandinavian nations.
The question
646908Show public education spending across Scandinavian nations.
Exact submitted task and declared adaptations
Show public education spending across Scandinavian nations. 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 57s
- Recorded Blue tool calls
- 6
- Total tokens
- 210,556
- 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": "2026-10-07T07:34:58.324718+00:00",
"reviewer": "Codex evaluation operator (AI-assisted); not blinded or external",
"rubricFingerprint": "4b797fbf8a0c3b528dd43656cc2e84ee37b8abb41b1b950a169b79a3f9a133b6",
"finalEventId": "[resource id withheld]",
"finalTextHash": "6db96c95cd8b46422f7d46d6b3620a2b66111683f44212e825e332333146c4d1",
"snapshotSha256AtReview": "80dcc8f9e8a3af363d3ccaf1ef643a3ff1c5f5d00aec921a20d4fae057ad5181",
"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 public education spending for Denmark, Norway and Sweden, with the broader Nordic interpretation separately acknowledged."
},
"no_false_proxy": {
"satisfied": true,
"explanation": "Does not substitute GDP, labor force or other national indicators for education expenditure."
},
"scope_honesty": {
"satisfied": true,
"explanation": "Limits the conclusion to the supplied catalog while acknowledging country geography and context indicators."
},
"no_fabrication": {
"satisfied": true,
"explanation": "Claims no spending values or map; a failed assessment call and help reads produced no jobs/artifacts."
},
"useful_next_step": {
"satisfied": true,
"explanation": "Requests a country-level public education spending table joined to country boundaries."
}
},
"cohort": "metadata-only qualitative control; distinct from computational correctness"
},
"qualification": "Operator-adjudicated, not blinded. Reported separately from exact computed/map results.",
"reasons": []
}Recorded investigation findings
The agent's reported hypotheses and assessments, retained as evidence of its process—not independent proof that the answer is correct. Failed calls retain their requested verdict, not an accepted assessment.
assess_result · failed · requested assessment: sufficient
Within the supplied closed catalog, a public education spending comparison for Scandinavian nations cannot be produced because the listed sources do not include an education spending measure. The supported result is a concise statement of that limitation.
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.
Progress update
I’m checking the retained Blue analysis state and the available Blue tools so I can record this result properly before answering.
Progress update
I found the Blue tools. Next I’m checking whether this request already has a retained brief or findings, then I’ll record the closed-catalog result and answer plainly.
get_analysis
Recorded tool call · completed
Progress update
There is no retained brief yet. I’m saving a minimal brief that records the actual outcome here: the catalog list supports country geography, but not the requested education-spending measure.
update_analysis_brief
Recorded tool call · completed
Progress update
I’ve recorded the requested result and its limitation. I’m marking the result as complete in this closed-catalog setting: the supported outcome is a clear statement that the needed spending measure is not present.
assess_result
Recorded tool call · failed
get_tool_help
Recorded tool call · completed
Progress update
The result assessment needs one more required argument than the compact schema showed. I’m checking the exact assess_result help so I can record it correctly instead of guessing.
Progress update
The compact schema still doesn’t show that extra field, so I’m checking the tool example once before deciding whether to skip the formal result assessment and just deliver the ordinary-language answer.
get_tool_help
Recorded tool call · completed
Progress update
There are no workflows or trial outputs to inspect here, but I’m checking the retained artifact list once so the final answer clearly separates delivered work from unsupported requirements.
get_analysis
Recorded tool call · completed