{
  "schema_version": "bctl-destination-api@2.0.0",
  "snapshot_id": "bctl-destinations-d6dbaa162546bba3e2a4",
  "edition": "editorial-destination-catalog",
  "catalog_version": "2026-10-29",
  "official_results_released": false,
  "scope_notice": "An editorial research destination catalog, not a best-city ranking or official Civometra quarterly result. Projected urban-footprint context is separate from municipal statistics, reviewed guides and V1 index evidence.",
  "rights_notice": "Source acknowledgement and the original publisher terms apply. This API grants no new rights over third-party measurements. BestCityToLive owns its original editorial selection, code and derivations, not the underlying JRC or U.S. Census Bureau observations.",
  "research": {
    "schema_version": "urban-fabric-context@1.0.0",
    "status": "source-context-not-index-input",
    "reviewed_at": "2026-10-30",
    "source": {
      "publisher": "European Commission, Joint Research Centre",
      "dataset_url": "https://data.jrc.ec.europa.eu/dataset/1a338be6-7eaf-480c-9664-3a8ade88cbcd",
      "doi": "10.2905/1a338be6-7eaf-480c-9664-3a8ade88cbcd",
      "edition": "GHS-UCDB R2024A V1.2",
      "nominal_footprint_period": "2025",
      "readme_data_last_update": "2026-05-15",
      "edition_notice": "The archive filename, Version field and update log identify V1.2. The unchanged publisher readme also retains older V1.1 alternative-name and document-version strings.",
      "frames": {
        "infrastructures": {
          "theme": "INFRASTRUCTURES",
          "original_url": "https://jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/GHSL/GHS_UCDB_GLOBE_R2024A/GHS_UCDB_THEME_GLOBE_R2024A/GHS_UCDB_THEME_INFRASTRUCTURES_GLOBE_R2024A/V1-2/GHS_UCDB_THEME_INFRASTRUCTURES_GLOBE_R2024A_V1_2.zip",
          "archive_url": "/data/source-frames/ghsl-ucdb-infrastructures-v1_2-c4424aff23a4.zip",
          "sha256": "c4424aff23a443ec6136f29985df7dcd4abdf2b712607c35204f1273f9682cca",
          "bytes": 8539674,
          "retrieved_at": "2026-10-30T01:17:19.864226+00:00",
          "last_modified": "Tue, 19 May 2026 14:29:06 GMT",
          "csv_member": "GHS_UCDB_THEME_INFRASTRUCTURES_GLOBE_R2024A.csv",
          "csv_member_sha256": "ded414728840585d0d412d8fc73a6e03f5d5e5c65651c1d79bdc60365e2dbe37",
          "csv_member_bytes": 1961274,
          "factsheet_member": "GHS_UCDB_THEME_INFRASTRUCTURES_GLOBE_R2024A.pdf",
          "manual_member": "GHSL_UCDB_R2024_V1_2.pdf",
          "readme_member": "readme_V1_2.txt"
        },
        "sdg": {
          "theme": "SDG",
          "original_url": "https://jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/GHSL/GHS_UCDB_GLOBE_R2024A/GHS_UCDB_THEME_GLOBE_R2024A/GHS_UCDB_THEME_SDG_GLOBE_R2024A/V1-2/GHS_UCDB_THEME_SDG_GLOBE_R2024A_V1_2.zip",
          "archive_url": "/data/source-frames/ghsl-ucdb-sdg-v1_2-967d7b048a69.zip",
          "sha256": "967d7b048a69ca5a2d72779eb3bb5b451407badf1304cfcf90ff748704d46f94",
          "bytes": 15462608,
          "retrieved_at": "2026-10-30T01:17:22.796964+00:00",
          "last_modified": "Tue, 19 May 2026 14:29:14 GMT",
          "csv_member": "GHS_UCDB_THEME_SDG_GLOBE_R2024A.csv",
          "csv_member_sha256": "37cf7b7a5e26a53606b79d376f8482cc7f782c030500af7f283d2a1bc2a04ab0",
          "csv_member_bytes": 5421615,
          "factsheet_member": "GHS_UCDB_THEME_SDG_GLOBE_R2024A.pdf",
          "manual_member": "GHSL_UCDB_R2024_V1_2.pdf",
          "readme_member": "readme_V1_2.txt"
        }
      },
      "citation": "Mari Rivero, I., et al. (2024). GHS-UCDB R2024A — GHS Urban Centre Database 2025. European Commission, Joint Research Centre (JRC). Version 1.2. doi:10.2905/1a338be6-7eaf-480c-9664-3a8ade88cbcd.",
      "rights": {
        "name": "Creative Commons Attribution 4.0 International",
        "identifier": "CC-BY-4.0",
        "url": "https://creativecommons.org/licenses/by/4.0/",
        "publisher_conditions_url": "https://human-settlement.emergency.copernicus.eu/GHSLhowToCite.php",
        "attribution": "European Commission, Joint Research Centre, GHS-UCDB R2024A V1.2. Original feature-provider credits are retained in the definitions and unchanged source archives.",
        "changes_notice": "BestCityToLive selected 250 destinations, joined shared source footprints, converted mapped road density units and added interpretation. Original archives and raw source literals are unchanged. No publisher endorsement is implied.",
        "warranty_notice": "The publisher supplies the data as is. Completeness and fitness for a particular use are not guaranteed."
      },
      "upstream_credits": [
        "UN-Habitat Global Urban Indicators Database 2024; USGS Landsat NDVI; JRC GHS-POP and GHS-BUILT-S R2023A.",
        "Overture Maps Foundation; European Commission, Joint Research Centre.",
        "CISI: Nirandjan et al. (2022), doi:10.1038/s41597-022-01218-4.",
        "Land consumption and population growth: JRC GHSL; Melchiorri et al. (2019), doi:10.3390/ijgi8020096."
      ]
    },
    "definitions": {
      "high_greenness_2025": {
        "label": "Modeled greenness exposure",
        "period": "2025",
        "unit": "percent of urban-centre population",
        "description": "The publisher estimates the share of population living in areas classified as having high greenness. Its method combines a 300-metre buffer of built-up cells, three-year average satellite NDVI, population grids and thresholds that vary by agro-ecological zone.",
        "qualification": "This measures modeled exposure to vegetation. It does not measure access to public parks, public ownership, tree-canopy cover, walking routes or how green every neighborhood feels. The source factsheet does not specify the exact three-year NDVI calendar window. The 2025 population is projected; the footprint is the 2025 morphological urban centre.",
        "method_version": "V1.2. The publisher reports an algorithm bug fix relative to V1.0; earlier edition values should not be mixed.",
        "upstream_credits": "UN-Habitat Global Urban Indicators Database 2024; USGS Landsat NDVI; JRC GHS-POP and GHS-BUILT-S R2023A.",
        "uncertainty": "No source confidence interval is provided in this thematic table. Model, mapping and threshold uncertainty remains.",
        "scoring_direction": null,
        "source_field": "SD_POP_HGR_2025",
        "source_theme": "SDG",
        "period_kind": "nominal modeled epoch with projected population denominator",
        "ndvi_calendar_window": null,
        "ndvi_window_years": 3,
        "confidence_interval": null,
        "mapping_completeness": null,
        "threshold_notice": "Thresholds vary by agro-ecological zone and were estimated from a 700-city sample.",
        "numerator_notice": "The thematic table supplies the modeled percentage, not a separate high-greenness population count. No count is invented from the rounded percentage."
      },
      "mapped_road_density_2024": {
        "label": "Mapped road density",
        "period": "2024",
        "unit": "km of mapped roads per km2 of urban-centre area",
        "description": "Mapped road length inside the urban-centre footprint, divided by that footprint’s area. The road source is Overture Maps, accessed by the publisher on 24 July 2024. Source units are m/m2; the displayed unit conversion multiplies by 1000.",
        "qualification": "This describes the intensity of the mapped road network. It does not measure walkability, transit frequency, congestion, road quality or road safety. More road density is not automatically better. The mapped roads refer to 2024 and the common urban-centre boundary to 2025.",
        "uncertainty": "No source confidence interval or mapping-completeness estimate is provided for these city records.",
        "scoring_direction": null,
        "source_field": "IN_ROA_DEN_2024",
        "source_theme": "INFRASTRUCTURES",
        "source_unit": "m/m2",
        "conversion_factor": 1000,
        "source_accessed_at": "2024-07-24",
        "footprint_period": "2025",
        "confidence_interval": null,
        "mapping_completeness": null,
        "rounding_notice": "The published density is retained. Road length divided by the published footprint area reproduces it within source CSV rounding, not necessarily as an exact equality.",
        "upstream_credits": "Overture Maps Foundation; European Commission, Joint Research Centre."
      }
    },
    "summary": {
      "destinations": 250,
      "distinct_source_footprints": 246,
      "displayed_context_fields": 2,
      "source_columns": 46,
      "source_cells": 11500,
      "distinct_physical_feature_cells": 11316,
      "numeric_source_cells": 11341,
      "publisher_censored_cells": 159,
      "ambiguous_period_fields": [
        "SD_LUE_LCR_2000_1990",
        "SD_LUE_PGR_2000_1990"
      ],
      "ambiguous_period_cells": 500,
      "native_invalid_geometry_destinations": 10,
      "ranking_inputs": 0,
      "official_results_released": false
    },
    "scope_notice": "The source geography is a fixed 2025 morphological urban-centre footprint, not a municipality or functional metropolitan area. Destinations sharing a footprint repeat the same contextual measurements; they are not independent city estimates. These records are not approved inputs to Civometra V1 or V2 and produce no ranking or quarterly results.",
    "research_notice": "The research download retains 46 related source columns and 11,500 destination cells, not 46 independent livability indicators. Shared footprints, historical epochs, common inputs and derived ratios repeat information. Censored and ambiguous-period fields are retained explicitly. None of these records is admitted to a global ranking.",
    "links": {
      "full_json": "/data/urban-fabric-context.json",
      "csv": "/data/urban-fabric-context.csv"
    },
    "records": [
      {
        "destination_id": "bctl:abu-dhabi",
        "slug": "abu-dhabi",
        "source_urban_centre_id": "325",
        "source_name": "Abu Dhabi",
        "shared_destination_ids": [],
        "high_greenness_2025": {
          "value": 0.510646737,
          "raw_literal": "0.510646737",
          "unit": "percent",
          "source_field": "SD_POP_HGR_2025",
          "population_denominator": {
            "source_field": "GC_POP_TOT_2025",
            "raw_literal": "508975.565",
            "meaning": "Projected population within the fixed 2025 urban-centre footprint, GHS-POP R2023A. Not a current census count."
          },
          "period": "2025",
          "confidence_interval": null,
          "mapping_completeness": null,
          "physical_measurement_id": "ghsl-ucdb2025:325:SD_POP_HGR_2025",
          "source_archive_sha256": "967d7b048a69ca5a2d72779eb3bb5b451407badf1304cfcf90ff748704d46f94",
          "source_url": "https://jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/GHSL/GHS_UCDB_GLOBE_R2024A/GHS_UCDB_THEME_GLOBE_R2024A/GHS_UCDB_THEME_SDG_GLOBE_R2024A/V1-2/GHS_UCDB_THEME_SDG_GLOBE_R2024A_V1_2.zip",
          "source_retrieved_at": "2026-10-30T01:17:22.796964+00:00",
          "ndvi_calendar_window": null
        },
        "mapped_road_density_2024": {
          "value": 20.433723,
          "unit": "km/km2",
          "source_field": "IN_ROA_DEN_2024",
          "source_value": 0.020433723,
          "raw_literal": "0.020433723",
          "source_unit": "m/m2",
          "conversion": "Source road density multiplied by 1000.",
          "mapped_road_length_m": {
            "source_field": "IN_ROA_LEN_2024",
            "value": 2186408.336,
            "raw_literal": "2186408.336"
          },
          "footprint_area_km2": {
            "source_field": "GC_UCA_KM2_2025",
            "raw_literal": "107"
          },
          "period": "2024",
          "confidence_interval": null,
          "mapping_completeness": null,
          "physical_measurement_id": "ghsl-ucdb2025:325:IN_ROA_DEN_2024",
          "source_archive_sha256": "c4424aff23a443ec6136f29985df7dcd4abdf2b712607c35204f1273f9682cca",
          "source_url": "https://jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/GHSL/GHS_UCDB_GLOBE_R2024A/GHS_UCDB_THEME_GLOBE_R2024A/GHS_UCDB_THEME_INFRASTRUCTURES_GLOBE_R2024A/V1-2/GHS_UCDB_THEME_INFRASTRUCTURES_GLOBE_R2024A_V1_2.zip",
          "source_retrieved_at": "2026-10-30T01:17:19.864226+00:00"
        },
        "city_slug": "abu-dhabi",
        "city_name": "Abu Dhabi",
        "country": {
          "iso2": "AE",
          "name": "United Arab Emirates"
        },
        "geometry_valid": true,
        "scope_notice": "The source geography is a fixed 2025 morphological urban-centre footprint, not a municipality or functional metropolitan area. Destinations sharing a footprint repeat the same contextual measurements; they are not independent city estimates. These records are not approved inputs to Civometra V1 or V2 and produce no ranking or quarterly results.",
        "area_km2": 107,
        "population_projected_2025": 508975.565,
        "ranking_eligible": false,
        "index_geography_approved": false,
        "admitted_to_v1": false,
        "admitted_to_v2": false,
        "official_results_released": false
      },
      {
        "destination_id": "bctl:abuja",
        "slug": "abuja",
        "source_urban_centre_id": "7471",
        "source_name": "Abuja",
        "shared_destination_ids": [],
        "high_greenness_2025": {
          "value": 0.20953055,
          "raw_literal": "0.20953055",
          "unit": "percent",
          "source_field": "SD_POP_HGR_2025",
          "population_denominator": {
            "source_field": "GC_POP_TOT_2025",
            "raw_literal": "1322229.41",
            "meaning": "Projected population within the fixed 2025 urban-centre footprint, GHS-POP R2023A. Not a current census count."
          },
          "period": "2025",
          "confidence_interval": null,
          "mapping_completeness": null,
          "physical_measurement_id": "ghsl-ucdb2025:7471:SD_POP_HGR_2025",
          "source_archive_sha256": "967d7b048a69ca5a2d72779eb3bb5b451407badf1304cfcf90ff748704d46f94",
          "source_url": "https://jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/GHSL/GHS_UCDB_GLOBE_R2024A/GHS_UCDB_THEME_GLOBE_R2024A/GHS_UCDB_THEME_SDG_GLOBE_R2024A/V1-2/GHS_UCDB_THEME_SDG_GLOBE_R2024A_V1_2.zip",
          "source_retrieved_at": "2026-10-30T01:17:22.796964+00:00",
          "ndvi_calendar_window": null
        },
        "mapped_road_density_2024": {
          "value": 13.344446,
          "unit": "km/km2",
          "source_field": "IN_ROA_DEN_2024",
          "source_value": 0.013344446,
          "raw_literal": "0.013344446",
          "source_unit": "m/m2",
          "conversion": "Source road density multiplied by 1000.",
          "mapped_road_length_m": {
            "source_field": "IN_ROA_LEN_2024",
            "value": 4256878.276,
            "raw_literal": "4256878.276"
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          "footprint_area_km2": {
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            "raw_literal": "319"
          },
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          "confidence_interval": null,
          "mapping_completeness": null,
          "physical_measurement_id": "ghsl-ucdb2025:7471:IN_ROA_DEN_2024",
          "source_archive_sha256": "c4424aff23a443ec6136f29985df7dcd4abdf2b712607c35204f1273f9682cca",
          "source_url": "https://jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/GHSL/GHS_UCDB_GLOBE_R2024A/GHS_UCDB_THEME_GLOBE_R2024A/GHS_UCDB_THEME_INFRASTRUCTURES_GLOBE_R2024A/V1-2/GHS_UCDB_THEME_INFRASTRUCTURES_GLOBE_R2024A_V1_2.zip",
          "source_retrieved_at": "2026-10-30T01:17:19.864226+00:00"
        },
        "city_slug": "abuja",
        "city_name": "Abuja",
        "country": {
          "iso2": "NG",
          "name": "Nigeria"
        },
        "geometry_valid": true,
        "scope_notice": "The source geography is a fixed 2025 morphological urban-centre footprint, not a municipality or functional metropolitan area. Destinations sharing a footprint repeat the same contextual measurements; they are not independent city estimates. These records are not approved inputs to Civometra V1 or V2 and produce no ranking or quarterly results.",
        "area_km2": 319,
        "population_projected_2025": 1322229.41,
        "ranking_eligible": false,
        "index_geography_approved": false,
        "admitted_to_v1": false,
        "admitted_to_v2": false,
        "official_results_released": false
      },
      {
        "destination_id": "bctl:accra",
        "slug": "accra",
        "source_urban_centre_id": "3175",
        "source_name": "Accra",
        "shared_destination_ids": [],
        "high_greenness_2025": {
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          "raw_literal": "0.569598274",
          "unit": "percent",
          "source_field": "SD_POP_HGR_2025",
          "population_denominator": {
            "source_field": "GC_POP_TOT_2025",
            "raw_literal": "5890466.043",
            "meaning": "Projected population within the fixed 2025 urban-centre footprint, GHS-POP R2023A. Not a current census count."
          },
          "period": "2025",
          "confidence_interval": null,
          "mapping_completeness": null,
          "physical_measurement_id": "ghsl-ucdb2025:3175:SD_POP_HGR_2025",
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          "source_url": "https://jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/GHSL/GHS_UCDB_GLOBE_R2024A/GHS_UCDB_THEME_GLOBE_R2024A/GHS_UCDB_THEME_SDG_GLOBE_R2024A/V1-2/GHS_UCDB_THEME_SDG_GLOBE_R2024A_V1_2.zip",
          "source_retrieved_at": "2026-10-30T01:17:22.796964+00:00",
          "ndvi_calendar_window": null
        },
        "mapped_road_density_2024": {
          "value": 14.099438,
          "unit": "km/km2",
          "source_field": "IN_ROA_DEN_2024",
          "source_value": 0.014099438,
          "raw_literal": "0.014099438",
          "source_unit": "m/m2",
          "conversion": "Source road density multiplied by 1000.",
          "mapped_road_length_m": {
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            "value": 15805469.52,
            "raw_literal": "15805469.52"
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          "footprint_area_km2": {
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            "raw_literal": "1121"
          },
          "period": "2024",
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          "mapping_completeness": null,
          "physical_measurement_id": "ghsl-ucdb2025:3175:IN_ROA_DEN_2024",
          "source_archive_sha256": "c4424aff23a443ec6136f29985df7dcd4abdf2b712607c35204f1273f9682cca",
          "source_url": "https://jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/GHSL/GHS_UCDB_GLOBE_R2024A/GHS_UCDB_THEME_GLOBE_R2024A/GHS_UCDB_THEME_INFRASTRUCTURES_GLOBE_R2024A/V1-2/GHS_UCDB_THEME_INFRASTRUCTURES_GLOBE_R2024A_V1_2.zip",
          "source_retrieved_at": "2026-10-30T01:17:19.864226+00:00"
        },
        "city_slug": "accra",
        "city_name": "Accra",
        "country": {
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          "name": "Ghana"
        },
        "geometry_valid": true,
        "scope_notice": "The source geography is a fixed 2025 morphological urban-centre footprint, not a municipality or functional metropolitan area. Destinations sharing a footprint repeat the same contextual measurements; they are not independent city estimates. These records are not approved inputs to Civometra V1 or V2 and produce no ranking or quarterly results.",
        "area_km2": 1121,
        "population_projected_2025": 5890466.043,
        "ranking_eligible": false,
        "index_geography_approved": false,
        "admitted_to_v1": false,
        "admitted_to_v2": false,
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      },
      {
        "destination_id": "bctl:addis-ababa",
        "slug": "addis-ababa",
        "source_urban_centre_id": "5862",
        "source_name": "Addis Ababa",
        "shared_destination_ids": [],
        "high_greenness_2025": {
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          "raw_literal": "1.68974224",
          "unit": "percent",
          "source_field": "SD_POP_HGR_2025",
          "population_denominator": {
            "source_field": "GC_POP_TOT_2025",
            "raw_literal": "7280462.518",
            "meaning": "Projected population within the fixed 2025 urban-centre footprint, GHS-POP R2023A. Not a current census count."
          },
          "period": "2025",
          "confidence_interval": null,
          "mapping_completeness": null,
          "physical_measurement_id": "ghsl-ucdb2025:5862:SD_POP_HGR_2025",
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          "source_url": "https://jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/GHSL/GHS_UCDB_GLOBE_R2024A/GHS_UCDB_THEME_GLOBE_R2024A/GHS_UCDB_THEME_SDG_GLOBE_R2024A/V1-2/GHS_UCDB_THEME_SDG_GLOBE_R2024A_V1_2.zip",
          "source_retrieved_at": "2026-10-30T01:17:22.796964+00:00",
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        },
        "mapped_road_density_2024": {
          "value": 16.890662,
          "unit": "km/km2",
          "source_field": "IN_ROA_DEN_2024",
          "source_value": 0.016890662,
          "raw_literal": "0.016890662",
          "source_unit": "m/m2",
          "conversion": "Source road density multiplied by 1000.",
          "mapped_road_length_m": {
            "source_field": "IN_ROA_LEN_2024",
            "value": 7854157.922,
            "raw_literal": "7854157.922"
          },
          "footprint_area_km2": {
            "source_field": "GC_UCA_KM2_2025",
            "raw_literal": "465"
          },
          "period": "2024",
          "confidence_interval": null,
          "mapping_completeness": null,
          "physical_measurement_id": "ghsl-ucdb2025:5862:IN_ROA_DEN_2024",
          "source_archive_sha256": "c4424aff23a443ec6136f29985df7dcd4abdf2b712607c35204f1273f9682cca",
          "source_url": "https://jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/GHSL/GHS_UCDB_GLOBE_R2024A/GHS_UCDB_THEME_GLOBE_R2024A/GHS_UCDB_THEME_INFRASTRUCTURES_GLOBE_R2024A/V1-2/GHS_UCDB_THEME_INFRASTRUCTURES_GLOBE_R2024A_V1_2.zip",
          "source_retrieved_at": "2026-10-30T01:17:19.864226+00:00"
        },
        "city_slug": "addis-ababa",
        "city_name": "Addis Ababa",
        "country": {
          "iso2": "ET",
          "name": "Ethiopia"
        },
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          "source_unit": "m/m2",
          "conversion": "Source road density multiplied by 1000.",
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          "source_retrieved_at": "2026-10-30T01:17:19.864226+00:00"
        },
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        "city_name": "Busan",
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          "name": "South Korea"
        },
        "geometry_valid": false,
        "scope_notice": "The source geography is a fixed 2025 morphological urban-centre footprint, not a municipality or functional metropolitan area. Destinations sharing a footprint repeat the same contextual measurements; they are not independent city estimates. These records are not approved inputs to Civometra V1 or V2 and produce no ranking or quarterly results. The native publisher geometry fails validity checks; it is retained unchanged. This context does not grant municipal boundary approval.",
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          },
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        "city_name": "Cairo",
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        "geometry_valid": true,
        "scope_notice": "The source geography is a fixed 2025 morphological urban-centre footprint, not a municipality or functional metropolitan area. Destinations sharing a footprint repeat the same contextual measurements; they are not independent city estimates. These records are not approved inputs to Civometra V1 or V2 and produce no ranking or quarterly results.",
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        "scope_notice": "The source geography is a fixed 2025 morphological urban-centre footprint, not a municipality or functional metropolitan area. Destinations sharing a footprint repeat the same contextual measurements; they are not independent city estimates. These records are not approved inputs to Civometra V1 or V2 and produce no ranking or quarterly results.",
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        "geometry_valid": true,
        "scope_notice": "The source geography is a fixed 2025 morphological urban-centre footprint, not a municipality or functional metropolitan area. Destinations sharing a footprint repeat the same contextual measurements; they are not independent city estimates. These records are not approved inputs to Civometra V1 or V2 and produce no ranking or quarterly results.",
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        "scope_notice": "The source geography is a fixed 2025 morphological urban-centre footprint, not a municipality or functional metropolitan area. Destinations sharing a footprint repeat the same contextual measurements; they are not independent city estimates. These records are not approved inputs to Civometra V1 or V2 and produce no ranking or quarterly results.",
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        },
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        "scope_notice": "The source geography is a fixed 2025 morphological urban-centre footprint, not a municipality or functional metropolitan area. Destinations sharing a footprint repeat the same contextual measurements; they are not independent city estimates. These records are not approved inputs to Civometra V1 or V2 and produce no ranking or quarterly results. The native publisher geometry fails validity checks; it is retained unchanged. This context does not grant municipal boundary approval.",
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        },
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          "source_unit": "m/m2",
          "conversion": "Source road density multiplied by 1000.",
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        },
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          },
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        "scope_notice": "The source geography is a fixed 2025 morphological urban-centre footprint, not a municipality or functional metropolitan area. Destinations sharing a footprint repeat the same contextual measurements; they are not independent city estimates. These records are not approved inputs to Civometra V1 or V2 and produce no ranking or quarterly results.",
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        },
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}
