Research/Terra/ 523121
Task evidence / country-choropleth

Show me map of electricity consumption in the World

PassComputational taskUnpublished draft
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The question

523121
Show me map of electricity consumption in the World.
Exact submitted task and declared adaptations
Show me map of electricity consumption in the World.

Task conventions: Use the frozen country polygons and World Bank EG.USE.ELEC.KH.PC 2014 column, in kWh per capita. These are country-level indicators, not a subnational surface or a new regional aggregation. Join the supplied ISO_A3 to Country Code exactly. Nonmatching identifiers and missing measurements remain unknown; do not guess them or substitute another year. Retain every original country feature and benchmark_row_id, including unknowns. No data must have a distinct map category, not zero. Create a quantitative choropleth with five quantile classes (fewer only if tied values collapse breaks), a visible legend with numeric bounds and units, and a neutral No data category. Values equal to a class break enter the upper class. Preserve negative and genuine zero values. This fixed classification and year are disclosed evaluation conventions; do not retrieve live replacements.



Add the resulting quantitative country layer to the map and retain an inspectable data artifact containing the original country geometry, benchmark_row_id, numeric value and class. End with one fenced JSON object: {count: countries with a known numeric value, unknown_count: countries without one, coverage_note: string, selection: {collectionId, itemId, assetKey}, value_field: numeric_column_name, class_field: classification_column_name, map_layer_id: delivered_layer_id}. The artifact must include known AND unknown countries, not only the known subset. Explain the year, units, key limitations and legend in the final response.

Delivery format: provide the answer object with all fields specified above as final_response on assess_result, alongside the inspected final artifact_refs. This replaces the JSON-code-block formatting requirement above. Blue attaches your explicit selection to the accepted final answer. Finish with a concise ordinary-language answer agreeing with that selected result; do not duplicate the JSON in chat.

Supplied immutable inputs:
[
  {
    "name": "World Bank country boundaries",
    "edition": "GeoBenchX harmonized names",
    "units": {},
    "collectionId": "blue-generated--[resource id withheld]",
    "itemId": "[resource id withheld]",
    "assetKey": "data"
  },
  {
    "name": "Electric power consumption per capita",
    "edition": "Frozen WDI; use 2014",
    "units": {
      "2014": "kWh per capita"
    },
    "collectionId": "blue-generated--[resource id withheld]",
    "itemId": "[resource id withheld]",
    "assetKey": "data"
  }
]

Outcome & verification

Independent artifact and delivery checks passed.

Duration
14m 30s
Recorded Blue tool calls
49
Total tokens
1,821,793
Model cost
Not recorded
Application revision
d50497ea9084f29c91b05406688f87035df98d8a
Release
terra-geobenchx-v1

Recorded final answer

Done — the 2014 world electricity-use-per-capita choropleth is on your map. It uses the supplied frozen country polygons and the frozen World Bank EG.USE.ELEC.KH.PC 2014 values, in **kWh per capita**. Legend: **five quantile classes** with breaks at **600.51**, **1,856.65**, **3,729.24**, and **6,637.02 kWh per capita**, plus a neutral **No data** class. Coverage: **143** countries have a known 2014 value, and **108** remain **No data** rather than zero. Limitation: this is a **country-level 2014** view only, not a subnational surface or a new regional aggregation. Sources: Blue-hosted immutable **World Bank country boundaries** and frozen **World Bank WDI EG.USE.ELEC.KH.PC 2014** inputs, retrieved **2026-10-07 UTC**; source revisions were not published in the metadata. ### Limitations - This shows country-level 2014 values only. It is not a subnational surface or a new regional aggregation. - Countries with nonmatching identifiers or missing 2014 measurements remain No data. - If repeated world values collapse quantile breaks, the final class count may be fewer than five. - This is a country-level 2014 choropleth only. It does not show subnational consumption or any new regional aggregation. - 108 country features remain No data because the exact ISO_A3 to Country Code join left some unmatched and some matched countries have no frozen 2014 measurement. - The classifier summary text describes boundary inclusion differently from the processor contract, but no final country value equals a reported class break, so the delivered world classes are unaffected. - Country-level polygons only; no subnational detail. - Uses the supplied 2014 field only; no substituted year. - Unmatched identifiers and missing 2014 values remain unknown; no guessed replacements. - Known numeric values are classified by quantiles and unknowns remain a separate No data class. - If repeated world values collapse quantile breaks, fewer than five classes may result.

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
143
Reported count
143
Computation verified
Yes
Answer fulfilled
Yes
Full grading and rubric record
{
  "expectedCount": 143,
  "actualCount": 143,
  "expectedMetrics": null,
  "actualMetrics": null,
  "computationCorrect": true,
  "answerFulfilled": true,
  "adjudication": null,
  "qualification": null,
  "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.

run_trial · completed

Do the supplied frozen snapshots support an exact left join from country ISO_A3 to WDI Country Code and a quantile choropleth on the 2014 value while retaining unknown countries?

assess_trial · completed · assessment: sufficient

The supplied country snapshot exposes ISO_A3 and benchmark_row_id, and the frozen WDI table exposes Country Code plus a numeric 2014 field. A left table join from ISO_A3 to Country Code preserved every tested country and left unmatched or missing values unknown. The classifier produced a numeric class field with 0 for No data and 1-5 for known values, plus quantile breaks and kWh-per-capita legend metadata.

assess_result · failed · requested assessment: sufficient

I produced the requested world country choropleth from the supplied frozen country polygons and the supplied frozen World Bank EG.USE.ELEC.KH.PC 2014 values. The final artifact retains all 251 original country features and benchmark_row_id values, adds numeric field 2014 and class field elec_class, and is displayed on the current map as layer [resource id withheld]. The exact left join matched 217 country features and left 34 unmatched; the final classified output contains 143 countries with known 2014 values and 108 No data countries. The classifier produced five quantile classes for known values with breaks at 600.5074468359913, 1856.6549028846907, 3729.2413629083303 and 6637.020144593491 kWh per capita.

assess_result · completed · assessment: sufficient

I produced the requested world country choropleth from the supplied frozen country polygons and the supplied frozen World Bank EG.USE.ELEC.KH.PC 2014 values. The final artifact retains all 251 original country features and benchmark_row_id values, adds numeric field 2014 and class field elec_class, and is displayed on the current map as layer [resource id withheld]. The exact left join matched 217 country features and left 34 unmatched; the final classified output contains 143 countries with known 2014 values and 108 No data countries. The classifier produced five quantile classes for known values with breaks at 600.5074468359913, 1856.6549028846907, 3729.2413629083303 and 6637.020144593491 kWh per capita.

Recorded workflow

  1. 01

    Classify 2014 electricity values

    Recorded vector-classify · succeeded

  2. 02

    World Bank country boundaries

    Recorded source · succeeded

  3. 03

    World electricity use per person, 2014

    Recorded output · succeeded

  4. 04

    Electric power consumption per capita

    Recorded source · succeeded

  5. 05

    Join 2014 electricity values

    Recorded table-attribute-join · succeeded

  6. 06

    Classify 2014 electricity values

    Recorded vector-classify · succeeded

  7. 07

    Country polygons sample

    Recorded source · succeeded

  8. 08

    Electricity table sample

    Recorded source · succeeded

  9. 09

    Join 2014 electricity values

    Recorded table-attribute-join · succeeded

  10. 10

    Country polygons sample

    Recorded output · succeeded

  11. 11

    Electricity table sample

    Recorded output · succeeded

  12. 12

    Join 2014 electricity values

    Recorded output · succeeded

  13. 13

    Classify 2014 electricity values

    Recorded output · succeeded

  14. 14

    Classify 2014 electricity values

    Recorded output · succeeded

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’ll build the country-level 2014 electricity-use choropleth from the supplied frozen inputs, keep unknown countries in the result, test the exact join/class rules on a small private slice first, then run the full world workflow and add the final layer to your map.

  2. get_collection

    Recorded tool call · completed

  3. get_analysis

    Recorded tool call · completed

  4. get_collection

    Recorded tool call · completed

  5. Progress update

    I found the frozen country polygons and frozen WDI table, and their declared world extents match the expected global coverage. Next I’m checking the exact field names and a sample of values so I can join ISO_A3 to Country Code without guessing anything.

  6. inspect_artifact

    Recorded tool call · failed

  7. inspect_artifact

    Recorded tool call · failed

  8. get_collection

    Recorded tool call · completed

  9. get_collection

    Recorded tool call · completed

  10. update_analysis_brief

    Recorded tool call · completed

  11. Progress update

    I have the analytical goal recorded now. The main remaining uncertainty is mechanical: the exact field names and which supported processors best preserve every country while joining and classifying the supplied 2014 values. I’m discovering those processor schemas next so I can test the real method instead of guessing.

  12. list_processors

    Recorded tool call · completed

  13. list_processors

    Recorded tool call · completed

  14. list_processors

    Recorded tool call · completed

  15. get_tool_help

    Recorded tool call · completed

  16. get_tool_help

    Recorded tool call · completed

  17. describe_processors

    Recorded tool call · completed

  18. describe_processors

    Recorded tool call · completed

  19. get_tool_help

    Recorded tool call · completed

  20. Progress update

    I’ve got the likely processors: a left table join to keep every country, then a quantitative vector classifier that already handles quantiles, upper-inclusive breaks and a separate No data class. I’m running a small Europe-sized private slice now to verify the exact field names, join retention and class behavior before I scale it to the full world.

  21. run_trial

    Recorded tool call · completed

  22. Progress update

    The small test succeeded on the supplied snapshots. It confirmed the exact join keys and that a left join keeps unmatched countries as unknown. One detail still needs checking before I scale up: the classifier summary text describes the class-boundary rule differently from the processor’s documented behavior, so I’m verifying the actual result fields before I save the full-world run.

  23. get_trial_report

    Recorded tool call · completed

  24. assess_trial

    Recorded tool call · completed

  25. get_tool_help

    Recorded tool call · completed

  26. get_tool_help

    Recorded tool call · completed

  27. get_tool_help

    Recorded tool call · completed

  28. get_tool_help

    Recorded tool call · completed

  29. get_tool_help

    Recorded tool call · completed

  30. get_tool_help

    Recorded tool call · completed

  31. get_tool_help

    Recorded tool call · completed

  32. get_tool_help

    Recorded tool call · completed

  33. get_tool_help

    Recorded tool call · completed

  34. Progress update

    The method is ready to scale: exact left join, then quantile classification on the 2014 field, with No data kept separate. I’m saving that tested full-world workflow now, including the fixed year, units and join rules from your instructions.

  35. propose_workflow

    Recorded tool call · completed

  36. execute_workflow

    Recorded tool call · completed

  37. Progress update

    The full-world workflow validates cleanly. I’m running it now, then I’ll inspect the finished country artifact, confirm the class breaks and counts, and add the final choropleth layer to your map.

  38. Progress update

    The world run finished in the background. I’m inspecting the final country dataset and the class summary now, then I’ll bind the verified choropleth layer to your map and record the final result object with the exact counts and layer ID.

  39. inspect_workflow_results

    Recorded tool call · completed

  40. get_tool_help

    Recorded tool call · completed

  41. inspect_artifact

    Recorded tool call · completed

  42. inspect_artifact

    Recorded tool call · completed

  43. list_map_layers

    Recorded tool call · completed

  44. Progress update

    I have the global counts from the final class summary: 143 countries with a known 2014 value and 108 unknowns, with five quantile classes plus a separate No data class. I’m doing one last bounded inspection of the delivered country layer so I can verify the retained fields and finish the final result record cleanly.

  45. get_tool_help

    Recorded tool call · completed

  46. list_map_layers

    Recorded tool call · completed

  47. inspect_artifact

    Recorded tool call · completed

  48. inspect_artifact

    Recorded tool call · completed

  49. inspect_artifact

    Recorded tool call · completed

  50. inspect_artifact

    Recorded tool call · completed

  51. inspect_artifact

    Recorded tool call · completed

  52. inspect_artifact

    Recorded tool call · completed

  53. inspect_artifact

    Recorded tool call · completed

  54. inspect_artifact

    Recorded tool call · completed

  55. inspect_artifact

    Recorded tool call · completed

  56. Progress update

    I’m checking the actual class assignments at the reported break values now. That settles the only remaining ambiguity between the classifier summary text and the processor’s documented boundary rule before I file the final result.

  57. inspect_artifact

    Recorded tool call · completed

  58. assess_result

    Recorded tool call · failed

  59. assess_result

    Recorded tool call · completed

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