{ "releaseId": "terra-geobenchx-v1", "taskId": "252796", "question": "Show the distribution of GDP per capita across different world regions.", "submittedPrompt": "Show the distribution of GDP per capita across different world regions.\n\nTask conventions: Use the frozen country polygons and World Bank NY.GDP.PCAP.CD 2023 column, in current USD per capita. Use the published World Bank regional aggregates already present in the frozen table, not individual country values or a mean/sum computed from countries. Join original country geometry REGION_WB to table Country Name exactly. This selects the seven published all-income regional aggregates; Antarctica has no corresponding value and remains unknown. 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. The reporting regions are the supplied World Bank REGION_WB groups. Every original country polygon carries its region’s published value; retain original boundaries and IDs rather than inventing regional geometry. This does not mean the country itself has that value. The five-quantile display classification operates on those original feature rows, so its breaks reflect repeated regional values; this is only a display convention, not population weighting or recomputation of the regional statistic. Label the map and answer as regional aggregates.\n\n\n\nAdd 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.\n\nDelivery 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.\n\nSupplied immutable inputs:\n[\n {\n \"name\": \"World Bank country boundaries\",\n \"edition\": \"GeoBenchX harmonized names\",\n \"units\": {},\n \"collectionId\": \"blue-generated--[resource id withheld]\",\n \"itemId\": \"[resource id withheld]\",\n \"assetKey\": \"data\"\n },\n {\n \"name\": \"GDP per capita\",\n \"edition\": \"Frozen WDI; current US dollars by year\",\n \"units\": {\n \"2023\": \"current USD per capita\",\n \"2020\": \"current USD per capita\",\n \"2022\": \"current USD per capita\"\n },\n \"collectionId\": \"blue-generated--[resource id withheld]\",\n \"itemId\": \"[resource id withheld]\",\n \"assetKey\": \"data\"\n }\n]", "finalAnswer": "Done. The map now shows the published World Bank regional GDP per capita aggregates for 2023 on the original country polygons, in current USD per capita. It covers 250 country polygons with known regional values, and 1 Antarctica polygon is shown as No data.\n\nThe requested five quantiles collapsed to four legend classes because repeated regional values share the same breakpoints in this frozen dataset. The legend shows numeric bounds and a neutral No data class.\n\nImportant limitation: this is a regional-aggregate display repeated across country polygons, not each country’s own GDP per capita.\n\nSources: frozen World Bank country boundaries and frozen World Bank WDI NY.GDP.PCAP.CD 2023, retrieved in Blue on 2026-10-07.\n\n### Limitations\n\n- This map repeats each reporting region’s published aggregate across its member country polygons; it does not show each country’s own GDP per capita.\n- Antarctica has no corresponding published value in this convention, and any nonmatching identifiers or missing measurements remain unknown.\n- The mapped value is the World Bank reporting region’s published 2023 aggregate repeated across country polygons; it is not a country-level GDP per capita estimate.\n- The requested five quantiles collapse to four display classes in this frozen dataset because repeated regional values reduce distinct quantile breaks.", "checks": { "expectedCount": 250, "actualCount": 250, "expectedMetrics": null, "actualMetrics": null, "computationCorrect": true, "answerFulfilled": true, "adjudication": null, "qualification": null, "reasons": [] }, "activity": [ { "at": "2026-10-07T06:17:53.610199Z", "title": "Progress update", "detail": "I’m checking the frozen inputs and the processor options first, then I’ll test the exact join and quantile method on a small private run before saving the production workflow." }, { "at": "2026-10-07T06:17:58.709317Z", "title": "get_analysis", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:17:58.737369Z", "title": "get_map_context", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:17:58.775948Z", "title": "get_collection", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:17:59.699479Z", "title": "get_collection", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:18:07.280363Z", "title": "get_item", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:18:07.627966Z", "title": "get_item", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:18:17.659923Z", "title": "inspect_artifact", "detail": "Recorded tool call · failed" }, { "at": "2026-10-07T06:18:17.683573Z", "title": "inspect_artifact", "detail": "Recorded tool call · failed" }, { "at": "2026-10-07T06:18:19.496644Z", "title": "Progress update", "detail": "I found the exact fields we need: `REGION_WB` on the frozen country polygons and `Country Name` plus `2023` on the frozen GDP table. Now I’m checking the published regional rows and testing the join/classification logic before I save the full workflow." }, { "at": "2026-10-07T06:18:25.526658Z", "title": "get_collection", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:18:25.806367Z", "title": "get_collection", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:18:31.113982Z", "title": "list_processors", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:18:31.131372Z", "title": "list_processors", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:18:31.999062Z", "title": "list_processors", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:19:03.776329Z", "title": "update_analysis_brief", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:19:09.917452Z", "title": "describe_processors", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:19:10.269631Z", "title": "describe_processors", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:19:14.834806Z", "title": "describe_processors", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:19:15.294558Z", "title": "get_tool_help", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:19:23.065269Z", "title": "get_tool_help", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:19:23.114594Z", "title": "get_tool_help", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:19:23.362806Z", "title": "Progress update", "detail": "I have the exact join and classification processors. Next I’m running the smallest representative test: join all country polygons to the frozen 2023 regional rows, then classify the joined value into quantiles and inspect whether unknowns, repeated values, and legend classes behave the way the task requires." }, { "at": "2026-10-07T06:19:23.761610Z", "title": "get_tool_help", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:19:31.864357Z", "title": "get_tool_help", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:19:32.109659Z", "title": "get_tool_help", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:19:32.743995Z", "title": "get_tool_help", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:19:37.110388Z", "title": "get_tool_help", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:20:01.046223Z", "title": "run_trial", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:24:03.120908Z", "title": "Progress update", "detail": "The private test succeeded. It kept all 251 country features, matched 250 through the exact regional join, left Antarctica unknown, and the requested five quantiles collapsed to four display classes because repeated regional values share breakpoints. I’m now saving the tested full-world method as the production workflow and then I’ll run it, inspect the final artifact, and bind the map layer." }, { "at": "2026-10-07T06:24:04.557105Z", "title": "get_trial_report", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:24:04.747296Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:24:04.967106Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:25:16.650447Z", "title": "Progress update", "detail": "I found one material issue to confirm before I publish the final layer: the classifier summary reports four classes after tied-value collapse, which is expected, but its boundary note needs a quick value-level check because your convention requires break values to enter the upper class. I’m checking the actual class assignments on rows at the break values now, then I’ll save and run the final workflow." }, { "at": "2026-10-07T06:25:16.781245Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:25:16.858528Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:25:16.906136Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:25:53.281613Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:25:53.659336Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:25:53.773703Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:25:53.870014Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:27:23.961136Z", "title": "Progress update", "detail": "I’m finishing the value-level check at the class breaks. If the break values land in the upper class, the tested method is ready exactly as requested; otherwise I’ll correct it before I publish the map layer." }, { "at": "2026-10-07T06:27:24.081704Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:27:24.104667Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:27:24.170887Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:29:26.621603Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:29:27.015662Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:29:27.051874Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:29:36.068422Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:29:41.912495Z", "title": "read_evidence", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:29:48.621193Z", "title": "read_evidence", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:30:04.412242Z", "title": "get_tool_help", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:30:26.740240Z", "title": "Progress update", "detail": "The method is confirmed now: exact join coverage is 250 matched countries plus 1 unknown Antarctica, repeated regional values collapse the requested five quantiles to four display classes, and break values do go into the upper class. I’m recording that trial judgment, then I’ll save and run the final workflow from this tested computation." }, { "at": "2026-10-07T06:30:26.772325Z", "title": "assess_trial", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:30:28.120489Z", "title": "update_analysis_brief", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:30:35.643939Z", "title": "get_tool_help", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:30:36.022608Z", "title": "get_tool_help", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:30:47.319283Z", "title": "Progress update", "detail": "I’ve got a tested method for the full world already, so I’m saving that exact computation as the production workflow now. If validation passes, I’ll run it without changing the science, then inspect the delivered artifact and map layer." }, { "at": "2026-10-07T06:30:57.144359Z", "title": "propose_workflow", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:31:14.678045Z", "title": "execute_workflow", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:32:50.633165Z", "title": "Progress update", "detail": "The final workflow finished. I’m inspecting the delivered output and binding it to the map now, then I’ll record the accepted result with the exact artifact selection and layer ID." }, { "at": "2026-10-07T06:33:02.636539Z", "title": "get_workflow_run", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:33:04.173554Z", "title": "inspect_workflow_results", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:33:05.420339Z", "title": "list_map_layers", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:33:57.715944Z", "title": "Progress update", "detail": "I’ve confirmed the final layer is on the map. I’m doing the last bounded inspection now: the delivered country artifact, the Antarctica unknown row, and the final legend summary, then I’ll record the accepted result object." }, { "at": "2026-10-07T06:33:57.756453Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:33:57.772713Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:33:59.212835Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:34:47.239646Z", "title": "Progress update", "detail": "I’m just verifying the final legend and the single No data case now so the accepted result reflects the actual delivered layer, not just the earlier trial." }, { "at": "2026-10-07T06:34:47.279774Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:34:47.295392Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:34:50.361276Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:35:28.085423Z", "title": "update_analysis_brief", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:35:49.019265Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:35:49.032624Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:35:49.036312Z", "title": "Progress update", "detail": "I’m verifying the break values directly on the delivered layer now so the final assessment is based on the finished map artifact itself, not just the matching trial copy." }, { "at": "2026-10-07T06:35:50.600248Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:38:15.094506Z", "title": "assess_result", "detail": "Recorded tool call · failed" }, { "at": "2026-10-07T06:38:45.183726Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:38:46.038579Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:38:46.076973Z", "title": "inspect_artifact", "detail": "Recorded tool call · completed" }, { "at": "2026-10-07T06:39:00.675805Z", "title": "Progress update", "detail": "I’ve got the completed break-value inspections queued from the delivered layer. I’m fetching those exact receipts now so the final acceptance check is based entirely on the finished map artifact." }, { "at": "2026-10-07T06:39:15.618197Z", "title": "assess_result", "detail": "Recorded tool call · completed" } ], "workflow": [ { "title": "Quantile choropleth classes", "description": "Recorded vector-classify · succeeded" }, { "title": "Frozen country polygons", "description": "Recorded source · succeeded" }, { "title": "Regional GDP per capita 2023 choropleth", "description": "Recorded output · succeeded" }, { "title": "Frozen GDP per capita table", "description": "Recorded source · succeeded" }, { "title": "Join regional aggregate GDP values", "description": "Recorded table-attribute-join · succeeded" }, { "title": "Quantile choropleth classes", "description": "Recorded vector-classify · succeeded" }, { "title": "Frozen country polygons", "description": "Recorded source · succeeded" }, { "title": "Frozen GDP per capita table", "description": "Recorded source · succeeded" }, { "title": "Join regional aggregate GDP values", "description": "Recorded table-attribute-join · succeeded" }, { "title": "Join regional aggregate GDP values", "description": "Recorded output · succeeded" }, { "title": "Quantile choropleth classes", "description": "Recorded output · succeeded" }, { "title": "Quantile choropleth classes", "description": "Recorded output · succeeded" } ], "previews": [], "activityDisclosure": "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.", "artifacts": [ { "sha256": "d2eba1307030ec9521b10481373aaf1bb69d0609d4d88acac074d634d97af9ad", "bytes": 8404920, "finishedAt": "2026-10-07T06:20:32.649172+00:00" }, { "sha256": "18ce25b448f6b5a314e9d5dd91cefdbd54b1703becb9c687208c7c02acfa1d18", "bytes": 169677, "finishedAt": "2026-10-07T06:20:32.649172+00:00" }, { "sha256": "e0a279e4eb772c43cdc8243b7c0bb07e61ecb9185cb0958591d1c9767b51e628", "bytes": 8414417, "finishedAt": "2026-10-07T06:21:17.800779+00:00" }, { "sha256": "2ab0f9336fdbabbd46eb4ca114c17666068f4e13ac333e644b1faf1c2a29ae66", "bytes": 8415095, "finishedAt": "2026-10-07T06:22:56.271903+00:00" }, { "sha256": "e0a279e4eb772c43cdc8243b7c0bb07e61ecb9185cb0958591d1c9767b51e628", "bytes": 8414417, "finishedAt": "2026-10-07T06:32:16.800984+00:00" }, { "sha256": "2ab0f9336fdbabbd46eb4ca114c17666068f4e13ac333e644b1faf1c2a29ae66", "bytes": 8415095, "finishedAt": "2026-10-07T06:32:33.876275+00:00" } ], "snapshotSha256": "298dd10410ced9ef772677143a9d3839808c13c2ae45cd59ed866fb62f4a0c36", "investigations": [ { "at": "2026-10-07T06:20:01.046223Z", "tool": "run_trial", "status": "completed", "verdict": null, "findings": null, "limitations": null, "next_action": null, "question": "Does the full-world exact REGION_WB to Country Name left join on the frozen inputs preserve every country polygon and benchmark_row_id, leave unmatched countries unknown, and produce a valid five-quantile choropleth from the published 2023 regional aggregate values?" }, { "at": "2026-10-07T06:30:26.772325Z", "tool": "assess_trial", "status": "completed", "verdict": "sufficient", "findings": "The full-world left join preserved all 251 original country features and benchmark_row_id values. Join diagnostics showed 250 matched country features tied to 7 published World Bank regional aggregate rows and 1 unmatched feature, Antarctica, which remained unknown. The joined 2023 values ranged from 1,636.80874120826 to 78,675.4809268757 current USD per capita with 1 null. Quantile classification requested 5 classes but correctly collapsed to 4 because repeated regional values reduced distinct quantile breaks. Value-level inspection showed the reported break values 10,681.7330935615, 12,927.6838082962, and 29,483.4414501406 were assigned to classes 2, 3, and 4 respectively, so break-equal values enter the upper class as required.", "limitations": [ "This method maps published regional aggregates onto country polygons for display; it does not estimate country-level GDP per capita.", "Because the display classification operates on repeated regional values across country rows, the requested five quantiles collapse to four classes in this frozen dataset." ], "next_action": "Save the tested computation as the final workflow, execute it, inspect the final artifact and map binding, and assess the delivered result.", "question": null }, { "at": "2026-10-07T06:38:15.094506Z", "tool": "assess_result", "status": "failed", "verdict": "sufficient", "findings": "Final delivery succeeded. The resulting country artifact contains all 251 original country polygons and benchmark_row_id values, with 250 known published 2023 World Bank regional GDP per capita values and 1 unknown Antarctica row. The exact REGION_WB to Country Name left join matched 250 country features to 7 published regional aggregate rows and left Antarctica unmatched as unknown. The final artifact exposes the numeric 2023 field and the gdp_pc_class field. The requested five quantiles correctly collapsed to four classes because repeated regional values share breakpoints in this frozen dataset, while class 0 remains the distinct No data category. The final layer is bound to map layer [resource id withheld].", "limitations": [ "The mapped value is the World Bank reporting region’s published 2023 aggregate repeated across country polygons; it is not a country-level GDP per capita estimate.", "The requested five quantiles collapse to four display classes in this frozen dataset because repeated regional values reduce distinct quantile breaks." ], "next_action": null, "question": null }, { "at": "2026-10-07T06:39:15.618197Z", "tool": "assess_result", "status": "completed", "verdict": "sufficient", "findings": "Final delivery succeeded. The resulting country artifact retains all 251 original country polygons and benchmark_row_id values. It carries 250 known published 2023 World Bank regional GDP per capita values and 1 unknown Antarctica row. The exact REGION_WB to Country Name left join matched 250 country features to 7 published regional aggregate rows. The final artifact exposes the numeric 2023 field and the gdp_pc_class field. The requested five quantiles correctly collapsed to four classes because repeated regional values share breakpoints in this frozen dataset, and the finished layer is bound to map layer [resource id withheld].", "limitations": [ "The mapped value is the World Bank reporting region’s published 2023 aggregate repeated across country polygons; it is not a country-level GDP per capita estimate.", "The requested five quantiles collapse to four display classes in this frozen dataset because repeated regional values reduce distinct quantile breaks." ], "next_action": null, "question": null } ] }