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sidecars/bangkok_dengue/bangkok_dengue_s0001_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
+  "schema_version": "vectoros-chip-sidecar-v0.2",
+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
+  "run_id": "vectoros_vector_100k_simsat_20260506",
+  "chip_id": "bangkok_dengue_s0001_label_positive_jitter",
+  "aoi_id": "bangkok_dengue",
+  "split": "train",
+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
+  "chip_size_km": 5.0,
+  "pixels": 512,
+  "center": {
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+    "lat": 13.840037620485688
+  },
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+    13.81755458033772,
+    100.51267424262642,
+    13.862520660633656
+  ],
+  "panel_order": [
+    "top_left: SimSat Sentinel-2 true-color RGB",
+    "top_right: SimSat Sentinel-2 false color NIR-red-green",
+    "bottom_left: Mapbox satellite context",
+    "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
+  ],
+  "image_packet": {
+    "path": "image_packets/bangkok_dengue/bangkok_dengue_s0001_label_positive_jitter_packet.png",
+    "sha256": "c371e9aac09456e088470a3cfd62350fbf3e0a337d27bc5f855b88691ed2d9ce",
+    "width": 1024,
+    "height": 1024
+  },
+  "source_assets": {
+    "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
+    "simsat_raw_dir": "simsat_raw/bangkok_dengue/bangkok_dengue_s0001_label_positive_jitter",
+    "sentinel_rgb": "simsat_raw/bangkok_dengue/bangkok_dengue_s0001_label_positive_jitter/sentinel_rgb.png",
+    "sentinel_false_color": "simsat_raw/bangkok_dengue/bangkok_dengue_s0001_label_positive_jitter/sentinel_false_color_nir_red_green.png",
+    "sentinel_bands": "simsat_raw/bangkok_dengue/bangkok_dengue_s0001_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
+    "sentinel_metadata": "simsat_raw/bangkok_dengue/bangkok_dengue_s0001_label_positive_jitter/sentinel_metadata.json",
+    "mapbox_satellite": "simsat_raw/bangkok_dengue/bangkok_dengue_s0001_label_positive_jitter/mapbox_satellite.png",
+    "mapbox_metadata": "simsat_raw/bangkok_dengue/bangkok_dengue_s0001_label_positive_jitter/mapbox_metadata.json",
+    "source_layers": {
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+      "population_worldpop": "data/raw/worldpop/bangkok_thailand/bangkok_worldpop_2020_100m_arcgis.tif",
+      "jrc_gsw": {
+        "occurrence": "data/raw/jrc_gsw/bangkok_thailand/bangkok_gsw_occurrence_v1_4_2021.tif",
+        "seasonality": "data/raw/jrc_gsw/bangkok_thailand/bangkok_gsw_seasonality_v1_4_2021.tif",
+        "transitions": "data/raw/jrc_gsw/bangkok_thailand/bangkok_gsw_transitions_v1_4_2021.tif",
+        "extent": "data/raw/jrc_gsw/bangkok_thailand/bangkok_gsw_extent_v1_4_2021.tif"
+      },
+      "osm": {
+        "health_facilities": "data/raw/osm/bangkok_thailand/osm_health_facilities_bangkok.overpass.json",
+        "major_roads": "data/raw/osm/bangkok_thailand/osm_major_roads_bangkok.overpass.json",
+        "schools_waterpoints": "data/raw/osm/bangkok_thailand/osm_schools_waterpoints_bangkok.overpass.json",
+        "urban_landuse": "data/raw/osm/bangkok_thailand/osm_urban_landuse_bangkok.overpass.json",
+        "water_surface": "data/raw/osm/bangkok_thailand/osm_water_surface_bangkok.overpass.json",
+        "waterways": "data/raw/osm/bangkok_thailand/osm_waterways_bangkok.overpass.json"
+      },
+      "labels": {
+        "gbif_vector": [
+          "data/raw/map_gbif/bangkok_thailand/gbif_aedes_bangkok_occurrences.csv"
+        ]
+      }
+    },
+    "aoi_manifest": "data/manifests/bangkok_dengue_manifest.md",
+    "simsat_provider_repo": "SimSat"
+  },
+  "quality": {
+    "evidence_packet_available": true,
+    "sentinel_available": true,
+    "mapbox_available": true,
+    "sentinel_cloud_cover_percent": 0.000886,
+    "sentinel_datetime": "2025-12-03T03:54:42Z",
+    "sentinel_source": "sentinel-2a",
+    "mapbox_target_visible": true,
+    "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
+    "sampling_strategy": "label_positive_jitter",
+    "packet_std": 57.8672,
+    "repair_attempts": 0
+  },
+  "numeric_features": {
+    "raster_stats": {
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+        "min": 0.0,
+        "max": 0.0,
+        "mean": 0.0,
+        "median": 0.0,
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+      "jrc_gsw_transitions": {
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+      "jrc_gsw_extent": {
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+      }
+    },
+    "osm_counts": {
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+      "major_roads": 4670,
+      "schools_waterpoints": 71,
+      "urban_landuse": 3901,
+      "water_surface": 7,
+      "waterways": 41
+    },
+    "label_counts": {
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+      "disease_label": 0,
+      "intermediate_host_label": 0,
+      "disease_aggregate": 0
+    }
+  },
+  "label_quality": {
+    "tier": "weak_label_positive",
+    "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
+  },
+  "license_flags": {
+    "mapbox_redistribution": "user_verified_for_project_use",
+    "sentinel_2": "copernicus_sentinel_open_data",
+    "open_data_layers": "source_specific_open_terms_apply",
+    "weak_labels": "presence_and_survey_biased"
+  },
+  "sampling": {
+    "sample_type": "label_positive_jitter",
+    "sampler_version": "stratified-v0.1"
+  }
+}

sidecars/bangkok_dengue/bangkok_dengue_s0003_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
+  "schema_version": "vectoros-chip-sidecar-v0.2",
+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
+  "run_id": "vectoros_vector_100k_simsat_20260506",
+  "chip_id": "bangkok_dengue_s0003_label_positive_jitter",
+  "aoi_id": "bangkok_dengue",
+  "split": "train",
+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
+  "chip_size_km": 5.0,
+  "pixels": 512,
+  "center": {
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+    "lat": 13.752986253142012
+  },
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+    13.730503212994044,
+    100.55316997147531,
+    13.77546929328998
+  ],
+  "panel_order": [
+    "top_left: SimSat Sentinel-2 true-color RGB",
+    "top_right: SimSat Sentinel-2 false color NIR-red-green",
+    "bottom_left: Mapbox satellite context",
+    "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
+  ],
+  "image_packet": {
+    "path": "image_packets/bangkok_dengue/bangkok_dengue_s0003_label_positive_jitter_packet.png",
+    "sha256": "f6b7cdbacccee75e9330b5f7719716953ec437099f7aa3392cce533c22fb8b9b",
+    "width": 1024,
+    "height": 1024
+  },
+  "source_assets": {
+    "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
+    "simsat_raw_dir": "simsat_raw/bangkok_dengue/bangkok_dengue_s0003_label_positive_jitter",
+    "sentinel_rgb": "simsat_raw/bangkok_dengue/bangkok_dengue_s0003_label_positive_jitter/sentinel_rgb.png",
+    "sentinel_false_color": "simsat_raw/bangkok_dengue/bangkok_dengue_s0003_label_positive_jitter/sentinel_false_color_nir_red_green.png",
+    "sentinel_bands": "simsat_raw/bangkok_dengue/bangkok_dengue_s0003_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
+    "sentinel_metadata": "simsat_raw/bangkok_dengue/bangkok_dengue_s0003_label_positive_jitter/sentinel_metadata.json",
+    "mapbox_satellite": "simsat_raw/bangkok_dengue/bangkok_dengue_s0003_label_positive_jitter/mapbox_satellite.png",
+    "mapbox_metadata": "simsat_raw/bangkok_dengue/bangkok_dengue_s0003_label_positive_jitter/mapbox_metadata.json",
+    "source_layers": {
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+      "land_cover_worldcover": "data/raw/esa_worldcover/bangkok_thailand/bangkok_worldcover_2021_v200_map.tif",
+      "population_worldpop": "data/raw/worldpop/bangkok_thailand/bangkok_worldpop_2020_100m_arcgis.tif",
+      "jrc_gsw": {
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+        "seasonality": "data/raw/jrc_gsw/bangkok_thailand/bangkok_gsw_seasonality_v1_4_2021.tif",
+        "transitions": "data/raw/jrc_gsw/bangkok_thailand/bangkok_gsw_transitions_v1_4_2021.tif",
+        "extent": "data/raw/jrc_gsw/bangkok_thailand/bangkok_gsw_extent_v1_4_2021.tif"
+      },
+      "osm": {
+        "health_facilities": "data/raw/osm/bangkok_thailand/osm_health_facilities_bangkok.overpass.json",
+        "major_roads": "data/raw/osm/bangkok_thailand/osm_major_roads_bangkok.overpass.json",
+        "schools_waterpoints": "data/raw/osm/bangkok_thailand/osm_schools_waterpoints_bangkok.overpass.json",
+        "urban_landuse": "data/raw/osm/bangkok_thailand/osm_urban_landuse_bangkok.overpass.json",
+        "water_surface": "data/raw/osm/bangkok_thailand/osm_water_surface_bangkok.overpass.json",
+        "waterways": "data/raw/osm/bangkok_thailand/osm_waterways_bangkok.overpass.json"
+      },
+      "labels": {
+        "gbif_vector": [
+          "data/raw/map_gbif/bangkok_thailand/gbif_aedes_bangkok_occurrences.csv"
+        ]
+      }
+    },
+    "aoi_manifest": "data/manifests/bangkok_dengue_manifest.md",
+    "simsat_provider_repo": "SimSat"
+  },
+  "quality": {
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+    "sentinel_available": true,
+    "mapbox_available": true,
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+    "sentinel_datetime": "2025-12-03T03:54:42Z",
+    "sentinel_source": "sentinel-2a",
+    "mapbox_target_visible": true,
+    "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
+    "sampling_strategy": "label_positive_jitter",
+    "packet_std": 59.8567,
+    "repair_attempts": 0
+  },
+  "numeric_features": {
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+      "disease_aggregate": 0
+    }
+  },
+  "label_quality": {
+    "tier": "weak_label_positive",
+    "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
+  },
+  "license_flags": {
+    "mapbox_redistribution": "user_verified_for_project_use",
+    "sentinel_2": "copernicus_sentinel_open_data",
+    "open_data_layers": "source_specific_open_terms_apply",
+    "weak_labels": "presence_and_survey_biased"
+  },
+  "sampling": {
+    "sample_type": "label_positive_jitter",
+    "sampler_version": "stratified-v0.1"
+  }
+}

sidecars/bangkok_dengue/bangkok_dengue_s0005_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
+  "schema_version": "vectoros-chip-sidecar-v0.2",
+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
+  "run_id": "vectoros_vector_100k_simsat_20260506",
+  "chip_id": "bangkok_dengue_s0005_label_positive_jitter",
+  "aoi_id": "bangkok_dengue",
+  "split": "train",
+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
+  "chip_size_km": 5.0,
+  "pixels": 512,
+  "center": {
+    "lon": 100.51789641122168,
+    "lat": 13.7391296435118
+  },
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+    100.54104170423791,
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+  ],
+  "panel_order": [
+    "top_left: SimSat Sentinel-2 true-color RGB",
+    "top_right: SimSat Sentinel-2 false color NIR-red-green",
+    "bottom_left: Mapbox satellite context",
+    "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
+  ],
+  "image_packet": {
+    "path": "image_packets/bangkok_dengue/bangkok_dengue_s0005_label_positive_jitter_packet.png",
+    "sha256": "2aa1f1210e3503c833f7a1a71596fc677484ab8fc56c23d3584182c14d8d9245",
+    "width": 1024,
+    "height": 1024
+  },
+  "source_assets": {
+    "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
+    "simsat_raw_dir": "simsat_raw/bangkok_dengue/bangkok_dengue_s0005_label_positive_jitter",
+    "sentinel_rgb": "simsat_raw/bangkok_dengue/bangkok_dengue_s0005_label_positive_jitter/sentinel_rgb.png",
+    "sentinel_false_color": "simsat_raw/bangkok_dengue/bangkok_dengue_s0005_label_positive_jitter/sentinel_false_color_nir_red_green.png",
+    "sentinel_bands": "simsat_raw/bangkok_dengue/bangkok_dengue_s0005_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
+    "sentinel_metadata": "simsat_raw/bangkok_dengue/bangkok_dengue_s0005_label_positive_jitter/sentinel_metadata.json",
+    "mapbox_satellite": "simsat_raw/bangkok_dengue/bangkok_dengue_s0005_label_positive_jitter/mapbox_satellite.png",
+    "mapbox_metadata": "simsat_raw/bangkok_dengue/bangkok_dengue_s0005_label_positive_jitter/mapbox_metadata.json",
+    "source_layers": {
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+      "land_cover_worldcover": "data/raw/esa_worldcover/bangkok_thailand/bangkok_worldcover_2021_v200_map.tif",
+      "population_worldpop": "data/raw/worldpop/bangkok_thailand/bangkok_worldpop_2020_100m_arcgis.tif",
+      "jrc_gsw": {
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+        "seasonality": "data/raw/jrc_gsw/bangkok_thailand/bangkok_gsw_seasonality_v1_4_2021.tif",
+        "transitions": "data/raw/jrc_gsw/bangkok_thailand/bangkok_gsw_transitions_v1_4_2021.tif",
+        "extent": "data/raw/jrc_gsw/bangkok_thailand/bangkok_gsw_extent_v1_4_2021.tif"
+      },
+      "osm": {
+        "health_facilities": "data/raw/osm/bangkok_thailand/osm_health_facilities_bangkok.overpass.json",
+        "major_roads": "data/raw/osm/bangkok_thailand/osm_major_roads_bangkok.overpass.json",
+        "schools_waterpoints": "data/raw/osm/bangkok_thailand/osm_schools_waterpoints_bangkok.overpass.json",
+        "urban_landuse": "data/raw/osm/bangkok_thailand/osm_urban_landuse_bangkok.overpass.json",
+        "water_surface": "data/raw/osm/bangkok_thailand/osm_water_surface_bangkok.overpass.json",
+        "waterways": "data/raw/osm/bangkok_thailand/osm_waterways_bangkok.overpass.json"
+      },
+      "labels": {
+        "gbif_vector": [
+          "data/raw/map_gbif/bangkok_thailand/gbif_aedes_bangkok_occurrences.csv"
+        ]
+      }
+    },
+    "aoi_manifest": "data/manifests/bangkok_dengue_manifest.md",
+    "simsat_provider_repo": "SimSat"
+  },
+  "quality": {
+    "evidence_packet_available": true,
+    "sentinel_available": true,
+    "mapbox_available": true,
+    "sentinel_cloud_cover_percent": 0.000886,
+    "sentinel_datetime": "2025-12-03T03:54:42Z",
+    "sentinel_source": "sentinel-2a",
+    "mapbox_target_visible": true,
+    "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
+    "sampling_strategy": "label_positive_jitter",
+    "packet_std": 58.7496,
+    "repair_attempts": 0
+  },
+  "numeric_features": {
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+      "schools_waterpoints": 217,
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+      "water_surface": 131,
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+    },
+    "label_counts": {
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+      "disease_label": 0,
+      "intermediate_host_label": 0,
+      "disease_aggregate": 0
+    }
+  },
+  "label_quality": {
+    "tier": "weak_label_positive",
+    "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
+  },
+  "license_flags": {
+    "mapbox_redistribution": "user_verified_for_project_use",
+    "sentinel_2": "copernicus_sentinel_open_data",
+    "open_data_layers": "source_specific_open_terms_apply",
+    "weak_labels": "presence_and_survey_biased"
+  },
+  "sampling": {
+    "sample_type": "label_positive_jitter",
+    "sampler_version": "stratified-v0.1"
+  }
+}

sidecars/bangkok_dengue/bangkok_dengue_s0006_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
+  "schema_version": "vectoros-chip-sidecar-v0.2",
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+    "sentinel_bands": "simsat_raw/bangkok_dengue/bangkok_dengue_s0006_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0007_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
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+    "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
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+    "sentinel_metadata": "simsat_raw/bangkok_dengue/bangkok_dengue_s0007_label_positive_jitter/sentinel_metadata.json",
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+        "extent": "data/raw/jrc_gsw/bangkok_thailand/bangkok_gsw_extent_v1_4_2021.tif"
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+        "schools_waterpoints": "data/raw/osm/bangkok_thailand/osm_schools_waterpoints_bangkok.overpass.json",
+        "urban_landuse": "data/raw/osm/bangkok_thailand/osm_urban_landuse_bangkok.overpass.json",
+        "water_surface": "data/raw/osm/bangkok_thailand/osm_water_surface_bangkok.overpass.json",
+        "waterways": "data/raw/osm/bangkok_thailand/osm_waterways_bangkok.overpass.json"
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+    "sampler_version": "stratified-v0.1"
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0008_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
+  "schema_version": "vectoros-chip-sidecar-v0.2",
+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
+  "run_id": "vectoros_vector_100k_simsat_20260506",
+  "chip_id": "bangkok_dengue_s0008_label_positive_jitter",
+  "aoi_id": "bangkok_dengue",
+  "split": "train",
+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
+  "chip_size_km": 5.0,
+  "pixels": 512,
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+    "bottom_left: Mapbox satellite context",
+    "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
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+    "sentinel_rgb": "simsat_raw/bangkok_dengue/bangkok_dengue_s0008_label_positive_jitter/sentinel_rgb.png",
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+    "sentinel_metadata": "simsat_raw/bangkok_dengue/bangkok_dengue_s0008_label_positive_jitter/sentinel_metadata.json",
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+    "mapbox_metadata": "simsat_raw/bangkok_dengue/bangkok_dengue_s0008_label_positive_jitter/mapbox_metadata.json",
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+        "schools_waterpoints": "data/raw/osm/bangkok_thailand/osm_schools_waterpoints_bangkok.overpass.json",
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+        "water_surface": "data/raw/osm/bangkok_thailand/osm_water_surface_bangkok.overpass.json",
+        "waterways": "data/raw/osm/bangkok_thailand/osm_waterways_bangkok.overpass.json"
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+        ]
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+    "aoi_manifest": "data/manifests/bangkok_dengue_manifest.md",
+    "simsat_provider_repo": "SimSat"
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+  },
+  "label_quality": {
+    "tier": "weak_label_positive",
+    "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
+  },
+  "license_flags": {
+    "mapbox_redistribution": "user_verified_for_project_use",
+    "sentinel_2": "copernicus_sentinel_open_data",
+    "open_data_layers": "source_specific_open_terms_apply",
+    "weak_labels": "presence_and_survey_biased"
+  },
+  "sampling": {
+    "sample_type": "label_positive_jitter",
+    "sampler_version": "stratified-v0.1"
+  }
+}

sidecars/bangkok_dengue/bangkok_dengue_s0010_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
+  "schema_version": "vectoros-chip-sidecar-v0.2",
+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
+  "run_id": "vectoros_vector_100k_simsat_20260506",
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0011_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+    "sentinel_metadata": "simsat_raw/bangkok_dengue/bangkok_dengue_s0011_label_positive_jitter/sentinel_metadata.json",
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+        "extent": "data/raw/jrc_gsw/bangkok_thailand/bangkok_gsw_extent_v1_4_2021.tif"
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+        "schools_waterpoints": "data/raw/osm/bangkok_thailand/osm_schools_waterpoints_bangkok.overpass.json",
+        "urban_landuse": "data/raw/osm/bangkok_thailand/osm_urban_landuse_bangkok.overpass.json",
+        "water_surface": "data/raw/osm/bangkok_thailand/osm_water_surface_bangkok.overpass.json",
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0012_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
+  "schema_version": "vectoros-chip-sidecar-v0.2",
+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
+  "run_id": "vectoros_vector_100k_simsat_20260506",
+  "chip_id": "bangkok_dengue_s0012_label_positive_jitter",
+  "aoi_id": "bangkok_dengue",
+  "split": "train",
+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
+  "chip_size_km": 5.0,
+  "pixels": 512,
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+    "bottom_left: Mapbox satellite context",
+    "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
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+    "sentinel_rgb": "simsat_raw/bangkok_dengue/bangkok_dengue_s0012_label_positive_jitter/sentinel_rgb.png",
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+    "sentinel_metadata": "simsat_raw/bangkok_dengue/bangkok_dengue_s0012_label_positive_jitter/sentinel_metadata.json",
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+        "extent": "data/raw/jrc_gsw/bangkok_thailand/bangkok_gsw_extent_v1_4_2021.tif"
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+        "schools_waterpoints": "data/raw/osm/bangkok_thailand/osm_schools_waterpoints_bangkok.overpass.json",
+        "urban_landuse": "data/raw/osm/bangkok_thailand/osm_urban_landuse_bangkok.overpass.json",
+        "water_surface": "data/raw/osm/bangkok_thailand/osm_water_surface_bangkok.overpass.json",
+        "waterways": "data/raw/osm/bangkok_thailand/osm_waterways_bangkok.overpass.json"
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+    "aoi_manifest": "data/manifests/bangkok_dengue_manifest.md",
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+  "label_quality": {
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+    "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
+  },
+  "license_flags": {
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+    "sentinel_2": "copernicus_sentinel_open_data",
+    "open_data_layers": "source_specific_open_terms_apply",
+    "weak_labels": "presence_and_survey_biased"
+  },
+  "sampling": {
+    "sample_type": "label_positive_jitter",
+    "sampler_version": "stratified-v0.1"
+  }
+}

sidecars/bangkok_dengue/bangkok_dengue_s0013_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
+  "schema_version": "vectoros-chip-sidecar-v0.2",
+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
+  "run_id": "vectoros_vector_100k_simsat_20260506",
+  "chip_id": "bangkok_dengue_s0013_label_positive_jitter",
+  "aoi_id": "bangkok_dengue",
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0014_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+        "water_surface": "data/raw/osm/bangkok_thailand/osm_water_surface_bangkok.overpass.json",
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0015_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+  "chip_id": "bangkok_dengue_s0015_label_positive_jitter",
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+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
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+        "waterways": "data/raw/osm/bangkok_thailand/osm_waterways_bangkok.overpass.json"
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+    "open_data_layers": "source_specific_open_terms_apply",
+    "weak_labels": "presence_and_survey_biased"
+  },
+  "sampling": {
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+    "sampler_version": "stratified-v0.1"
+  }
+}

sidecars/bangkok_dengue/bangkok_dengue_s0017_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
+  "schema_version": "vectoros-chip-sidecar-v0.2",
+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
+  "run_id": "vectoros_vector_100k_simsat_20260506",
+  "chip_id": "bangkok_dengue_s0017_label_positive_jitter",
+  "aoi_id": "bangkok_dengue",
+  "split": "train",
+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0018_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0019_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
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+    "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
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+    "open_data_layers": "source_specific_open_terms_apply",
+    "weak_labels": "presence_and_survey_biased"
+  },
+  "sampling": {
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+    "sampler_version": "stratified-v0.1"
+  }
+}

sidecars/bangkok_dengue/bangkok_dengue_s0021_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
+  "schema_version": "vectoros-chip-sidecar-v0.2",
+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
+  "run_id": "vectoros_vector_100k_simsat_20260506",
+  "chip_id": "bangkok_dengue_s0021_label_positive_jitter",
+  "aoi_id": "bangkok_dengue",
+  "split": "train",
+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
+  "chip_size_km": 5.0,
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0022_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0023_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+  "sampling": {
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+    "sampler_version": "stratified-v0.1"
+  }
+}

sidecars/bangkok_dengue/bangkok_dengue_s0024_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
+  "schema_version": "vectoros-chip-sidecar-v0.2",
+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
+  "run_id": "vectoros_vector_100k_simsat_20260506",
+  "chip_id": "bangkok_dengue_s0024_label_positive_jitter",
+  "aoi_id": "bangkok_dengue",
+  "split": "train",
+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
+  "chip_size_km": 5.0,
+  "pixels": 512,
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sidecars/bangkok_dengue/bangkok_dengue_s0025_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0026_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0027_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
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+  "chip_id": "bangkok_dengue_s0027_label_positive_jitter",
+  "aoi_id": "bangkok_dengue",
+  "split": "train",
+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
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sidecars/bangkok_dengue/bangkok_dengue_s0028_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0029_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0030_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
+  "schema_version": "vectoros-chip-sidecar-v0.2",
+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
+  "run_id": "vectoros_vector_100k_simsat_20260506",
+  "chip_id": "bangkok_dengue_s0030_label_positive_jitter",
+  "aoi_id": "bangkok_dengue",
+  "split": "train",
+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
+  "chip_size_km": 5.0,
+  "pixels": 512,
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sidecars/bangkok_dengue/bangkok_dengue_s0031_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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sidecars/bangkok_dengue/bangkok_dengue_s0033_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0034_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
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+  "chip_id": "bangkok_dengue_s0034_label_positive_jitter",
+  "aoi_id": "bangkok_dengue",
+  "split": "train",
+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
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sidecars/bangkok_dengue/bangkok_dengue_s0036_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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sidecars/bangkok_dengue/bangkok_dengue_s0037_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0038_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+  "run_id": "vectoros_vector_100k_simsat_20260506",
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+  "aoi_id": "bangkok_dengue",
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+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0040_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+        "schools_waterpoints": "data/raw/osm/bangkok_thailand/osm_schools_waterpoints_bangkok.overpass.json",
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0042_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
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+  "chip_id": "bangkok_dengue_s0042_label_positive_jitter",
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+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
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+    "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
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+        "major_roads": "data/raw/osm/bangkok_thailand/osm_major_roads_bangkok.overpass.json",
+        "schools_waterpoints": "data/raw/osm/bangkok_thailand/osm_schools_waterpoints_bangkok.overpass.json",
+        "urban_landuse": "data/raw/osm/bangkok_thailand/osm_urban_landuse_bangkok.overpass.json",
+        "water_surface": "data/raw/osm/bangkok_thailand/osm_water_surface_bangkok.overpass.json",
+        "waterways": "data/raw/osm/bangkok_thailand/osm_waterways_bangkok.overpass.json"
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+    "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
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+    "sentinel_2": "copernicus_sentinel_open_data",
+    "open_data_layers": "source_specific_open_terms_apply",
+    "weak_labels": "presence_and_survey_biased"
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+  "sampling": {
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+    "sampler_version": "stratified-v0.1"
+  }
+}

sidecars/bangkok_dengue/bangkok_dengue_s0043_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
+  "schema_version": "vectoros-chip-sidecar-v0.2",
+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
+  "run_id": "vectoros_vector_100k_simsat_20260506",
+  "chip_id": "bangkok_dengue_s0043_label_positive_jitter",
+  "aoi_id": "bangkok_dengue",
+  "split": "train",
+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
+  "chip_size_km": 5.0,
+  "pixels": 512,
+  "center": {
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+    "top_right: SimSat Sentinel-2 false color NIR-red-green",
+    "bottom_left: Mapbox satellite context",
+    "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
+  ],
+  "image_packet": {
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0044_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0045_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0046_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
+  "schema_version": "vectoros-chip-sidecar-v0.2",
+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
+  "run_id": "vectoros_vector_100k_simsat_20260506",
+  "chip_id": "bangkok_dengue_s0046_label_positive_jitter",
+  "aoi_id": "bangkok_dengue",
+  "split": "train",
+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
+  "chip_size_km": 5.0,
+  "pixels": 512,
+  "center": {
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+    "bottom_left: Mapbox satellite context",
+    "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
+  ],
+  "image_packet": {
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0047_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+        "schools_waterpoints": "data/raw/osm/bangkok_thailand/osm_schools_waterpoints_bangkok.overpass.json",
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+        "water_surface": "data/raw/osm/bangkok_thailand/osm_water_surface_bangkok.overpass.json",
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0048_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
+  "run_id": "vectoros_vector_100k_simsat_20260506",
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+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
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+        "major_roads": "data/raw/osm/bangkok_thailand/osm_major_roads_bangkok.overpass.json",
+        "schools_waterpoints": "data/raw/osm/bangkok_thailand/osm_schools_waterpoints_bangkok.overpass.json",
+        "urban_landuse": "data/raw/osm/bangkok_thailand/osm_urban_landuse_bangkok.overpass.json",
+        "water_surface": "data/raw/osm/bangkok_thailand/osm_water_surface_bangkok.overpass.json",
+        "waterways": "data/raw/osm/bangkok_thailand/osm_waterways_bangkok.overpass.json"
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+    "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
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+    "open_data_layers": "source_specific_open_terms_apply",
+    "weak_labels": "presence_and_survey_biased"
+  },
+  "sampling": {
+    "sample_type": "label_positive_jitter",
+    "sampler_version": "stratified-v0.1"
+  }
+}

sidecars/bangkok_dengue/bangkok_dengue_s0049_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
+  "schema_version": "vectoros-chip-sidecar-v0.2",
+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
+  "run_id": "vectoros_vector_100k_simsat_20260506",
+  "chip_id": "bangkok_dengue_s0049_label_positive_jitter",
+  "aoi_id": "bangkok_dengue",
+  "split": "train",
+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
+  "chip_size_km": 5.0,
+  "pixels": 512,
+  "center": {
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+  "panel_order": [
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+    "top_right: SimSat Sentinel-2 false color NIR-red-green",
+    "bottom_left: Mapbox satellite context",
+    "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
+  ],
+  "image_packet": {
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0050_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0051_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
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+  "sampling": {
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+  }
+}

sidecars/bangkok_dengue/bangkok_dengue_s0052_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
+  "schema_version": "vectoros-chip-sidecar-v0.2",
+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
+  "run_id": "vectoros_vector_100k_simsat_20260506",
+  "chip_id": "bangkok_dengue_s0052_label_positive_jitter",
+  "aoi_id": "bangkok_dengue",
+  "split": "train",
+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
+  "chip_size_km": 5.0,
+  "pixels": 512,
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+    "top_right: SimSat Sentinel-2 false color NIR-red-green",
+    "bottom_left: Mapbox satellite context",
+    "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
+  ],
+  "image_packet": {
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0055_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+        "water_surface": "data/raw/osm/bangkok_thailand/osm_water_surface_bangkok.overpass.json",
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0056_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
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+        "schools_waterpoints": "data/raw/osm/bangkok_thailand/osm_schools_waterpoints_bangkok.overpass.json",
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+    "open_data_layers": "source_specific_open_terms_apply",
+    "weak_labels": "presence_and_survey_biased"
+  },
+  "sampling": {
+    "sample_type": "label_positive_jitter",
+    "sampler_version": "stratified-v0.1"
+  }
+}

sidecars/bangkok_dengue/bangkok_dengue_s0057_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
+  "schema_version": "vectoros-chip-sidecar-v0.2",
+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
+  "run_id": "vectoros_vector_100k_simsat_20260506",
+  "chip_id": "bangkok_dengue_s0057_label_positive_jitter",
+  "aoi_id": "bangkok_dengue",
+  "split": "train",
+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
+  "chip_size_km": 5.0,
+  "pixels": 512,
+  "center": {
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+    "top_right: SimSat Sentinel-2 false color NIR-red-green",
+    "bottom_left: Mapbox satellite context",
+    "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
+  ],
+  "image_packet": {
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0059_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+        "water_surface": "data/raw/osm/bangkok_thailand/osm_water_surface_bangkok.overpass.json",
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+}

sidecars/bangkok_dengue/bangkok_dengue_s0060_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
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+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
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+        "schools_waterpoints": "data/raw/osm/bangkok_thailand/osm_schools_waterpoints_bangkok.overpass.json",
+        "urban_landuse": "data/raw/osm/bangkok_thailand/osm_urban_landuse_bangkok.overpass.json",
+        "water_surface": "data/raw/osm/bangkok_thailand/osm_water_surface_bangkok.overpass.json",
+        "waterways": "data/raw/osm/bangkok_thailand/osm_waterways_bangkok.overpass.json"
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+    "weak_labels": "presence_and_survey_biased"
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+  "sampling": {
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+    "sampler_version": "stratified-v0.1"
+  }
+}

sidecars/bangkok_dengue/bangkok_dengue_s0061_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
+  "schema_version": "vectoros-chip-sidecar-v0.2",
+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
+  "run_id": "vectoros_vector_100k_simsat_20260506",
+  "chip_id": "bangkok_dengue_s0061_label_positive_jitter",
+  "aoi_id": "bangkok_dengue",
+  "split": "train",
+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
+  "chip_size_km": 5.0,
+  "pixels": 512,
+  "center": {
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+    "top_right: SimSat Sentinel-2 false color NIR-red-green",
+    "bottom_left: Mapbox satellite context",
+    "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
+  ],
+  "image_packet": {
+    "path": "image_packets/bangkok_dengue/bangkok_dengue_s0061_label_positive_jitter_packet.png",
+    "sha256": "c3c39e7b3a4653493c3aef27db3ae90c57f51996cc6089942d9767c6d9f97e6e",
+    "width": 1024,
+    "height": 1024
+  },
+  "source_assets": {
+    "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
+    "simsat_raw_dir": "simsat_raw/bangkok_dengue/bangkok_dengue_s0061_label_positive_jitter",
+    "sentinel_rgb": "simsat_raw/bangkok_dengue/bangkok_dengue_s0061_label_positive_jitter/sentinel_rgb.png",
+    "sentinel_false_color": "simsat_raw/bangkok_dengue/bangkok_dengue_s0061_label_positive_jitter/sentinel_false_color_nir_red_green.png",
+    "sentinel_bands": "simsat_raw/bangkok_dengue/bangkok_dengue_s0061_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
+    "sentinel_metadata": "simsat_raw/bangkok_dengue/bangkok_dengue_s0061_label_positive_jitter/sentinel_metadata.json",
+    "mapbox_satellite": "simsat_raw/bangkok_dengue/bangkok_dengue_s0061_label_positive_jitter/mapbox_satellite.png",
+    "mapbox_metadata": "simsat_raw/bangkok_dengue/bangkok_dengue_s0061_label_positive_jitter/mapbox_metadata.json",
+    "source_layers": {
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+      "land_cover_worldcover": "data/raw/esa_worldcover/bangkok_thailand/bangkok_worldcover_2021_v200_map.tif",
+      "population_worldpop": "data/raw/worldpop/bangkok_thailand/bangkok_worldpop_2020_100m_arcgis.tif",
+      "jrc_gsw": {
+        "occurrence": "data/raw/jrc_gsw/bangkok_thailand/bangkok_gsw_occurrence_v1_4_2021.tif",
+        "seasonality": "data/raw/jrc_gsw/bangkok_thailand/bangkok_gsw_seasonality_v1_4_2021.tif",
+        "transitions": "data/raw/jrc_gsw/bangkok_thailand/bangkok_gsw_transitions_v1_4_2021.tif",
+        "extent": "data/raw/jrc_gsw/bangkok_thailand/bangkok_gsw_extent_v1_4_2021.tif"
+      },
+      "osm": {
+        "health_facilities": "data/raw/osm/bangkok_thailand/osm_health_facilities_bangkok.overpass.json",
+        "major_roads": "data/raw/osm/bangkok_thailand/osm_major_roads_bangkok.overpass.json",
+        "schools_waterpoints": "data/raw/osm/bangkok_thailand/osm_schools_waterpoints_bangkok.overpass.json",
+        "urban_landuse": "data/raw/osm/bangkok_thailand/osm_urban_landuse_bangkok.overpass.json",
+        "water_surface": "data/raw/osm/bangkok_thailand/osm_water_surface_bangkok.overpass.json",
+        "waterways": "data/raw/osm/bangkok_thailand/osm_waterways_bangkok.overpass.json"
+      },
+      "labels": {
+        "gbif_vector": [
+          "data/raw/map_gbif/bangkok_thailand/gbif_aedes_bangkok_occurrences.csv"
+        ]
+      }
+    },
+    "aoi_manifest": "data/manifests/bangkok_dengue_manifest.md",
+    "simsat_provider_repo": "SimSat"
+  },
+  "quality": {
+    "evidence_packet_available": true,
+    "sentinel_available": true,
+    "mapbox_available": true,
+    "sentinel_cloud_cover_percent": 0.000886,
+    "sentinel_datetime": "2025-12-03T03:54:42Z",
+    "sentinel_source": "sentinel-2a",
+    "mapbox_target_visible": true,
+    "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
+    "sampling_strategy": "label_positive_jitter",
+    "packet_std": 59.4251,
+    "repair_attempts": 0
+  },
+  "numeric_features": {
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+        "min": 0.0,
+        "max": 0.0,
+        "mean": 0.0,
+        "median": 0.0,
+        "p90": 0.0
+      },
+      "land_cover_worldcover": {
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+      },
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+        "median": 54.9288,
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+      },
+      "jrc_gsw_occurrence": {
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+      },
+      "jrc_gsw_seasonality": {
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+      },
+      "jrc_gsw_transitions": {
+        "valid_pixels": 0
+      },
+      "jrc_gsw_extent": {
+        "valid_pixels": 0
+      }
+    },
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+      "schools_waterpoints": 24,
+      "urban_landuse": 7936,
+      "water_surface": 16,
+      "waterways": 151
+    },
+    "label_counts": {
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+      "disease_label": 0,
+      "intermediate_host_label": 0,
+      "disease_aggregate": 0
+    }
+  },
+  "label_quality": {
+    "tier": "weak_label_positive",
+    "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
+  },
+  "license_flags": {
+    "mapbox_redistribution": "user_verified_for_project_use",
+    "sentinel_2": "copernicus_sentinel_open_data",
+    "open_data_layers": "source_specific_open_terms_apply",
+    "weak_labels": "presence_and_survey_biased"
+  },
+  "sampling": {
+    "sample_type": "label_positive_jitter",
+    "sampler_version": "stratified-v0.1"
+  }
+}

sidecars/bangkok_dengue/bangkok_dengue_s0062_label_positive_jitter_sidecar.json

@@ -0,0 +1,149 @@
+{
+  "schema_version": "vectoros-chip-sidecar-v0.2",
+  "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
+  "run_id": "vectoros_vector_100k_simsat_20260506",
+  "chip_id": "bangkok_dengue_s0062_label_positive_jitter",
+  "aoi_id": "bangkok_dengue",
+  "split": "train",
+  "disease_module": "dengue_aedes",
+  "primary_disease": "dengue",
+  "country": "Thailand",
+  "name": "Bangkok, Thailand",
+  "timestamp": "2025-12-31T12:00:00Z",
+  "chip_size_km": 5.0,
+  "pixels": 512,
+  "center": {
+    "lon": 100.51879163952361,
+    "lat": 13.752964900510673
+  },
+  "bbox": [
+    100.49564497927756,
+    13.730481860362705,
+    100.54193829976967,
+    13.77544794065864
+  ],
+  "panel_order": [
+    "top_left: SimSat Sentinel-2 true-color RGB",
+    "top_right: SimSat Sentinel-2 false color NIR-red-green",
+    "bottom_left: Mapbox satellite context",
+    "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
+  ],
+  "image_packet": {
+    "path": "image_packets/bangkok_dengue/bangkok_dengue_s0062_label_positive_jitter_packet.png",
+    "sha256": "b36687f3bb4dc0c0044b11f48d3ac5ddee2634ecbaf1c22968c195d109602e42",
+    "width": 1024,
+    "height": 1024
+  },
+  "source_assets": {
+    "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
+    "simsat_raw_dir": "simsat_raw/bangkok_dengue/bangkok_dengue_s0062_label_positive_jitter",
+    "sentinel_rgb": "simsat_raw/bangkok_dengue/bangkok_dengue_s0062_label_positive_jitter/sentinel_rgb.png",
+    "sentinel_false_color": "simsat_raw/bangkok_dengue/bangkok_dengue_s0062_label_positive_jitter/sentinel_false_color_nir_red_green.png",
+    "sentinel_bands": "simsat_raw/bangkok_dengue/bangkok_dengue_s0062_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
+    "sentinel_metadata": "simsat_raw/bangkok_dengue/bangkok_dengue_s0062_label_positive_jitter/sentinel_metadata.json",
+    "mapbox_satellite": "simsat_raw/bangkok_dengue/bangkok_dengue_s0062_label_positive_jitter/mapbox_satellite.png",
+    "mapbox_metadata": "simsat_raw/bangkok_dengue/bangkok_dengue_s0062_label_positive_jitter/mapbox_metadata.json",
+    "source_layers": {
+      "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
+      "land_cover_worldcover": "data/raw/esa_worldcover/bangkok_thailand/bangkok_worldcover_2021_v200_map.tif",
+      "population_worldpop": "data/raw/worldpop/bangkok_thailand/bangkok_worldpop_2020_100m_arcgis.tif",
+      "jrc_gsw": {
+        "occurrence": "data/raw/jrc_gsw/bangkok_thailand/bangkok_gsw_occurrence_v1_4_2021.tif",
+        "seasonality": "data/raw/jrc_gsw/bangkok_thailand/bangkok_gsw_seasonality_v1_4_2021.tif",
+        "transitions": "data/raw/jrc_gsw/bangkok_thailand/bangkok_gsw_transitions_v1_4_2021.tif",
+        "extent": "data/raw/jrc_gsw/bangkok_thailand/bangkok_gsw_extent_v1_4_2021.tif"
+      },
+      "osm": {
+        "health_facilities": "data/raw/osm/bangkok_thailand/osm_health_facilities_bangkok.overpass.json",
+        "major_roads": "data/raw/osm/bangkok_thailand/osm_major_roads_bangkok.overpass.json",
+        "schools_waterpoints": "data/raw/osm/bangkok_thailand/osm_schools_waterpoints_bangkok.overpass.json",
+        "urban_landuse": "data/raw/osm/bangkok_thailand/osm_urban_landuse_bangkok.overpass.json",
+        "water_surface": "data/raw/osm/bangkok_thailand/osm_water_surface_bangkok.overpass.json",
+        "waterways": "data/raw/osm/bangkok_thailand/osm_waterways_bangkok.overpass.json"
+      },
+      "labels": {
+        "gbif_vector": [
+          "data/raw/map_gbif/bangkok_thailand/gbif_aedes_bangkok_occurrences.csv"
+        ]
+      }
+    },
+    "aoi_manifest": "data/manifests/bangkok_dengue_manifest.md",
+    "simsat_provider_repo": "SimSat"
+  },
+  "quality": {
+    "evidence_packet_available": true,
+    "sentinel_available": true,
+    "mapbox_available": true,
+    "sentinel_cloud_cover_percent": 0.000886,
+    "sentinel_datetime": "2025-12-03T03:54:42Z",
+    "sentinel_source": "sentinel-2a",
+    "mapbox_target_visible": true,
+    "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
+    "sampling_strategy": "label_positive_jitter",
+    "packet_std": 58.9301,
+    "repair_attempts": 0
+  },
+  "numeric_features": {
+    "raster_stats": {
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+        "min": 0.0,
+        "max": 0.0,
+        "mean": 0.0,
+        "median": 0.0,
+        "p90": 0.0
+      },
+      "land_cover_worldcover": {
+        "valid_pixels": 0
+      },
+      "population_worldpop": {
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+        "min": 24.7564,
+        "max": 127.7437,
+        "mean": 82.1151,
+        "median": 83.0688,
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+      },
+      "jrc_gsw_occurrence": {
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+      },
+      "jrc_gsw_seasonality": {
+        "valid_pixels": 0
+      },
+      "jrc_gsw_transitions": {
+        "valid_pixels": 0
+      },
+      "jrc_gsw_extent": {
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+      }
+    },
+    "osm_counts": {
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+      "major_roads": 6610,
+      "schools_waterpoints": 220,
+      "urban_landuse": 22184,
+      "water_surface": 164,
+      "waterways": 133
+    },
+    "label_counts": {
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+      "disease_label": 0,
+      "intermediate_host_label": 0,
+      "disease_aggregate": 0
+    }
+  },
+  "label_quality": {
+    "tier": "weak_label_positive",
+    "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
+  },
+  "license_flags": {
+    "mapbox_redistribution": "user_verified_for_project_use",
+    "sentinel_2": "copernicus_sentinel_open_data",
+    "open_data_layers": "source_specific_open_terms_apply",
+    "weak_labels": "presence_and_survey_biased"
+  },
+  "sampling": {
+    "sample_type": "label_positive_jitter",
+    "sampler_version": "stratified-v0.1"
+  }
+}