Dataset sync from nutonic build

data/test.jsonl

@@ -0,0 +1,5 @@
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000014_g002.png"}, {"type": "text", "text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite imagery and land-cover outputs from the same area in this dataset."}]}, {"role": "assistant", "content": [{"type": "text", "text": "Overhead context imagery (zoom 12.0) centered near 24.90919°, 54.92875°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: AE. Vicinity: Sheikh Zayed Rd - Dubai - United Arab Emirates."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_g002_t0000.png"}, {"type": "text", "text": "The input is satellite imagery (RGB). Describe this imagery in detail, including surface cover and structure where visible."}]}, {"role": "assistant", "content": [{"type": "text", "text": "This satellite imagery is dominated by bare_ground (87.6%), built (2.0%), snow_and_ice (0.1%), and trees (0.0%)."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_g002_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the land cover regions visible in this satellite imagery. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"trees\", \"bbox\": [0.2188, 0.1875, 0.2455, 0.2143]}, {\"label\": \"built\", \"bbox\": [0.1384, 0.3214, 0.3036, 0.4955]}, {\"label\": \"built\", \"bbox\": [0.3616, 0.2768, 0.4688, 0.3304]}, {\"label\": \"built\", \"bbox\": [0.6295, 0.7946, 0.6786, 0.8616]}, {\"label\": \"built\", \"bbox\": [0.5357, 0.6161, 0.5759, 0.6562]}, {\"label\": \"built\", \"bbox\": [0.6696, 0.7455, 0.6964, 0.7768]}, {\"label\": \"built\", \"bbox\": [0.2812, 0.4062, 0.3214, 0.4241]}, {\"label\": \"built\", \"bbox\": [0.308, 0.3795, 0.3348, 0.3929]}, {\"label\": \"bare_ground\", \"bbox\": [0.0, 0.0, 0.9911, 0.9821]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.3348, 0.2946, 0.3661, 0.317]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_g002_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **bare_ground** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **bare_ground** accounts for about 97.5% of valid pixels, showing one or two dominant contiguous patches."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_g002_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the bare ground. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"bare_ground\", \"bbox\": [0.0, 0.0, 0.9911, 0.9821]}]"}]}]}

data/train.jsonl

@@ -1,3 +1,52 @@
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000005_g001.png"}, {"type": "text", "text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite imagery and land-cover outputs from the same area in this dataset."}]}, {"role": "assistant", "content": [{"type": "text", "text": "Overhead context imagery (zoom 12.0) centered near 34.74890°, -106.11536°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: US. Vicinity: 835-891 New Mexico 55, Estancia, NM 87016, USA."}]}]}
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000005_g002.png"}, {"type": "text", "text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite imagery and land-cover outputs from the same area in this dataset."}]}, {"role": "assistant", "content": [{"type": "text", "text": "Overhead context imagery (zoom 12.0) centered near 34.73832°, -106.06401°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: US. Vicinity: 835-891 New Mexico 55, Estancia, NM 87016, USA."}]}]}
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000005_g003.png"}, {"type": "text", "text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite imagery and land-cover outputs from the same area in this dataset."}]}, {"role": "assistant", "content": [{"type": "text", "text": "Overhead context imagery (zoom 12.0) centered near 34.76873°, -106.07105°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: US. Vicinity: 835-891 New Mexico 55, Estancia, NM 87016, USA."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000006.png"}, {"type": "text", "text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite imagery and land-cover outputs from the same area in this dataset."}]}, {"role": "assistant", "content": [{"type": "text", "text": "Overhead context imagery (zoom 12.0) centered near -33.01017°, 17.90989°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: ZA. Vicinity: 17 Maasdam Street, Saldanha 7394, South Africa."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_t0000.png"}, {"type": "text", "text": "The input is satellite imagery (RGB). Describe this imagery in detail, including surface cover and structure where visible."}]}, {"role": "assistant", "content": [{"type": "text", "text": "This satellite imagery is dominated by shrub_and_scrub (13.9%), crops (11.7%), built (10.9%), and trees (6.8%)."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the land cover regions visible in this satellite imagery. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"trees\", \"bbox\": [0.558, 0.6964, 0.7946, 0.9018]}, {\"label\": \"trees\", \"bbox\": [0.8795, 0.7589, 0.9955, 0.9955]}, {\"label\": \"trees\", \"bbox\": [0.7768, 0.3839, 0.9196, 0.5134]}, {\"label\": \"trees\", \"bbox\": [0.4777, 0.5268, 0.6205, 0.6741]}, {\"label\": \"trees\", \"bbox\": [0.7679, 0.1786, 0.8348, 0.3214]}, {\"label\": \"trees\", \"bbox\": [0.6875, 0.0, 0.8036, 0.1161]}, {\"label\": \"trees\", \"bbox\": [0.6786, 0.5759, 0.7857, 0.625]}, {\"label\": \"trees\", \"bbox\": [0.5536, 0.8795, 0.6027, 0.9286]}, {\"label\": \"trees\", \"bbox\": [0.8929, 0.6116, 0.9196, 0.6607]}, {\"label\": \"trees\", \"bbox\": [0.4732, 0.7188, 0.5045, 0.75]}, {\"label\": \"trees\", \"bbox\": [0.8705, 0.7366, 0.9062, 0.7634]}, {\"label\": \"trees\", \"bbox\": [0.9107, 0.5312, 0.9464, 0.5491]}, {\"label\": \"trees\", \"bbox\": [0.9018, 0.6875, 0.9286, 0.7098]}, {\"label\": \"grass\", \"bbox\": [0.5759, 0.5938, 0.7009, 0.7054]}, {\"label\": \"grass\", \"bbox\": [0.7812, 0.8527, 0.8795, 0.9643]}, {\"label\": \"grass\", \"bbox\": [0.8438, 0.6071, 0.8973, 0.6607]}, {\"label\": \"grass\", \"bbox\": [0.6696, 0.75, 0.692, 0.7723]}, {\"label\": \"grass\", \"bbox\": [0.7277, 0.4241, 0.75, 0.442]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.9196, 0.6384, 0.9955, 0.7009]}, {\"label\": \"crops\", \"bbox\": [0.375, 0.6741, 0.6875, 0.9955]}, {\"label\": \"crops\", \"bbox\": [0.5982, 0.0134, 0.8036, 0.317]}, {\"label\": \"crops\", \"bbox\": [0.8125, 0.0536, 0.9464, 0.2589]}, {\"label\": \"crops\", \"bbox\": [0.6518, 0.5893, 0.8795, 0.7455]}, {\"label\": \"crops\", \"bbox\": [0.7143, 0.375, 0.8259, 0.4732]}, {\"label\": \"crops\", \"bbox\": [0.7812, 0.9107, 0.8884, 0.9955]}, {\"label\": \"crops\", \"bbox\": [0.8348, 0.7589, 0.9643, 0.8125]}, {\"label\": \"crops\", \"bbox\": [0.8304, 0.2679, 0.8839, 0.3259]}, {\"label\": \"crops\", \"bbox\": [0.8393, 0.8438, 0.8884, 0.8973]}, {\"label\": \"crops\", \"bbox\": [0.692, 0.7455, 0.7277, 0.7857]}, {\"label\": \"crops\", \"bbox\": [0.8125, 0.0, 0.8571, 0.0134]}, {\"label\": \"crops\", \"bbox\": [0.8884, 0.3929, 0.9062, 0.4464]}, {\"label\": \"crops\", \"bbox\": [0.5491, 0.5982, 0.5759, 0.6205]}, {\"label\": \"crops\", \"bbox\": [0.6339, 0.8795, 0.6786, 0.8973]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3616, 0.5357, 0.8393, 0.9955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7188, 0.0, 0.9955, 0.4241]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8438, 0.5625, 0.9955, 0.8036]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5893, 0.0223, 0.6384, 0.1964]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7188, 0.1696, 0.7723, 0.2366]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5804, 0.558, 0.6473, 0.6295]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.875, 0.7946, 0.9688, 0.9107]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6875, 0.3125, 0.7277, 0.375]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7366, 0.5982, 0.7946, 0.6429]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9062, 0.4464, 0.9821, 0.4777]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5402, 0.8884, 0.6071, 0.9464]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6429, 0.0, 0.6964, 0.0312]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8482, 0.4509, 0.8929, 0.4955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4732, 0.7455, 0.5134, 0.7768]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.433, 0.9286, 0.4732, 0.9777]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7857, 0.5759, 0.8214, 0.6027]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8616, 0.9375, 0.8839, 0.9688]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9107, 0.5134, 0.942, 0.5268]}, {\"label\": \"built\", \"bbox\": [0.5, 0.1875, 0.9955, 0.6473]}, {\"label\": \"built\", \"bbox\": [0.8036, 0.7812, 0.9062, 0.8571]}, {\"label\": \"built\", \"bbox\": [0.7188, 0.9286, 0.8393, 0.9955]}, {\"label\": \"built\", \"bbox\": [0.7991, 0.625, 0.8393, 0.6607]}, {\"label\": \"built\", \"bbox\": [0.8036, 0.7098, 0.8214, 0.7366]}, {\"label\": \"bare_ground\", \"bbox\": [0.6786, 0.2634, 0.8482, 0.3839]}, {\"label\": \"bare_ground\", \"bbox\": [0.625, 0.0312, 0.6518, 0.125]}, {\"label\": \"bare_ground\", \"bbox\": [0.5982, 0.9062, 0.6429, 0.9554]}, {\"label\": \"bare_ground\", \"bbox\": [0.8482, 0.0, 0.8884, 0.0446]}, {\"label\": \"bare_ground\", \"bbox\": [0.4509, 0.7054, 0.4688, 0.7411]}, {\"label\": \"bare_ground\", \"bbox\": [0.6562, 0.8973, 0.692, 0.9286]}, {\"label\": \"bare_ground\", \"bbox\": [0.683, 0.8839, 0.7188, 0.9018]}, {\"label\": \"bare_ground\", \"bbox\": [0.9375, 0.8795, 0.9955, 0.9196]}, {\"label\": \"bare_ground\", \"bbox\": [0.5804, 0.7812, 0.6027, 0.7991]}, {\"label\": \"bare_ground\", \"bbox\": [0.692, 0.1027, 0.7143, 0.1205]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.9062, 0.9241, 0.933, 0.9955]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **shrub_and_scrub** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **shrub_and_scrub** accounts for about 29.3% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the shrub and scrub. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"shrub_and_scrub\", \"bbox\": [0.3616, 0.5357, 0.8393, 0.9955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7188, 0.0, 0.9955, 0.4241]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8438, 0.5625, 0.9955, 0.8036]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5893, 0.0223, 0.6384, 0.1964]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7188, 0.1696, 0.7723, 0.2366]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5804, 0.558, 0.6473, 0.6295]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.875, 0.7946, 0.9688, 0.9107]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6875, 0.3125, 0.7277, 0.375]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7366, 0.5982, 0.7946, 0.6429]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9062, 0.4464, 0.9821, 0.4777]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5402, 0.8884, 0.6071, 0.9464]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6429, 0.0, 0.6964, 0.0312]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8482, 0.4509, 0.8929, 0.4955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4732, 0.7455, 0.5134, 0.7768]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.433, 0.9286, 0.4732, 0.9777]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7857, 0.5759, 0.8214, 0.6027]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8616, 0.9375, 0.8839, 0.9688]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9107, 0.5134, 0.942, 0.5268]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **crops** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **crops** accounts for about 25.0% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the crops. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"crops\", \"bbox\": [0.375, 0.6741, 0.6875, 0.9955]}, {\"label\": \"crops\", \"bbox\": [0.5982, 0.0134, 0.8036, 0.317]}, {\"label\": \"crops\", \"bbox\": [0.8125, 0.0536, 0.9464, 0.2589]}, {\"label\": \"crops\", \"bbox\": [0.6518, 0.5893, 0.8795, 0.7455]}, {\"label\": \"crops\", \"bbox\": [0.7143, 0.375, 0.8259, 0.4732]}, {\"label\": \"crops\", \"bbox\": [0.7812, 0.9107, 0.8884, 0.9955]}, {\"label\": \"crops\", \"bbox\": [0.8348, 0.7589, 0.9643, 0.8125]}, {\"label\": \"crops\", \"bbox\": [0.8304, 0.2679, 0.8839, 0.3259]}, {\"label\": \"crops\", \"bbox\": [0.8393, 0.8438, 0.8884, 0.8973]}, {\"label\": \"crops\", \"bbox\": [0.692, 0.7455, 0.7277, 0.7857]}, {\"label\": \"crops\", \"bbox\": [0.8125, 0.0, 0.8571, 0.0134]}, {\"label\": \"crops\", \"bbox\": [0.8884, 0.3929, 0.9062, 0.4464]}, {\"label\": \"crops\", \"bbox\": [0.5491, 0.5982, 0.5759, 0.6205]}, {\"label\": \"crops\", \"bbox\": [0.6339, 0.8795, 0.6786, 0.8973]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **built** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **built** accounts for about 22.7% of valid pixels, showing several separated patches."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the built. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"built\", \"bbox\": [0.5, 0.1875, 0.9955, 0.6473]}, {\"label\": \"built\", \"bbox\": [0.8036, 0.7812, 0.9062, 0.8571]}, {\"label\": \"built\", \"bbox\": [0.7188, 0.9286, 0.8393, 0.9955]}, {\"label\": \"built\", \"bbox\": [0.7991, 0.625, 0.8393, 0.6607]}, {\"label\": \"built\", \"bbox\": [0.8036, 0.7098, 0.8214, 0.7366]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **trees** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **trees** accounts for about 14.5% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the trees. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"trees\", \"bbox\": [0.558, 0.6964, 0.7946, 0.9018]}, {\"label\": \"trees\", \"bbox\": [0.8795, 0.7589, 0.9955, 0.9955]}, {\"label\": \"trees\", \"bbox\": [0.7768, 0.3839, 0.9196, 0.5134]}, {\"label\": \"trees\", \"bbox\": [0.4777, 0.5268, 0.6205, 0.6741]}, {\"label\": \"trees\", \"bbox\": [0.7679, 0.1786, 0.8348, 0.3214]}, {\"label\": \"trees\", \"bbox\": [0.6875, 0.0, 0.8036, 0.1161]}, {\"label\": \"trees\", \"bbox\": [0.6786, 0.5759, 0.7857, 0.625]}, {\"label\": \"trees\", \"bbox\": [0.5536, 0.8795, 0.6027, 0.9286]}, {\"label\": \"trees\", \"bbox\": [0.8929, 0.6116, 0.9196, 0.6607]}, {\"label\": \"trees\", \"bbox\": [0.4732, 0.7188, 0.5045, 0.75]}, {\"label\": \"trees\", \"bbox\": [0.8705, 0.7366, 0.9062, 0.7634]}, {\"label\": \"trees\", \"bbox\": [0.9107, 0.5312, 0.9464, 0.5491]}, {\"label\": \"trees\", \"bbox\": [0.9018, 0.6875, 0.9286, 0.7098]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000006_g001.png"}, {"type": "text", "text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite imagery and land-cover outputs from the same area in this dataset."}]}, {"role": "assistant", "content": [{"type": "text", "text": "Overhead context imagery (zoom 12.0) centered near -33.01449°, 17.92148°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: ZA. Vicinity: 17 Maasdam Street, Saldanha 7394, South Africa."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_g001_t0000.png"}, {"type": "text", "text": "The input is satellite imagery (RGB). Describe this imagery in detail, including surface cover and structure where visible."}]}, {"role": "assistant", "content": [{"type": "text", "text": "This satellite imagery is dominated by built (22.3%), shrub_and_scrub (15.9%), crops (13.0%), and trees (8.3%)."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_g001_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the land cover regions visible in this satellite imagery. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"trees\", \"bbox\": [0.3482, 0.5938, 0.5893, 0.8036]}, {\"label\": \"trees\", \"bbox\": [0.6696, 0.6696, 0.9688, 0.8973]}, {\"label\": \"trees\", \"bbox\": [0.567, 0.2857, 0.7143, 0.4107]}, {\"label\": \"trees\", \"bbox\": [0.2679, 0.4286, 0.4107, 0.5759]}, {\"label\": \"trees\", \"bbox\": [0.558, 0.0804, 0.625, 0.2188]}, {\"label\": \"trees\", \"bbox\": [0.8348, 0.5536, 0.9196, 0.6607]}, {\"label\": \"trees\", \"bbox\": [0.4688, 0.4732, 0.5759, 0.5268]}, {\"label\": \"trees\", \"bbox\": [0.4955, 0.933, 0.5804, 0.9955]}, {\"label\": \"trees\", \"bbox\": [0.3438, 0.7812, 0.3929, 0.8304]}, {\"label\": \"trees\", \"bbox\": [0.6741, 0.9643, 0.7098, 0.9955]}, {\"label\": \"trees\", \"bbox\": [0.6875, 0.5134, 0.7143, 0.567]}, {\"label\": \"trees\", \"bbox\": [0.7812, 0.5804, 0.8259, 0.6071]}, {\"label\": \"trees\", \"bbox\": [0.2634, 0.6205, 0.2946, 0.6518]}, {\"label\": \"trees\", \"bbox\": [0.1562, 0.9062, 0.1875, 0.933]}, {\"label\": \"trees\", \"bbox\": [0.6652, 0.6384, 0.6964, 0.6652]}, {\"label\": \"trees\", \"bbox\": [0.7054, 0.433, 0.7366, 0.4509]}, {\"label\": \"trees\", \"bbox\": [0.7411, 0.9554, 0.7589, 0.9911]}, {\"label\": \"trees\", \"bbox\": [0.4018, 0.9732, 0.4375, 0.9955]}, {\"label\": \"trees\", \"bbox\": [0.5625, 0.0, 0.5938, 0.0179]}, {\"label\": \"trees\", \"bbox\": [0.692, 0.5938, 0.7188, 0.6161]}, {\"label\": \"trees\", \"bbox\": [0.5848, 0.9643, 0.6116, 0.9955]}, {\"label\": \"trees\", \"bbox\": [0.4643, 0.9777, 0.4821, 0.9955]}, {\"label\": \"grass\", \"bbox\": [0.3661, 0.4955, 0.4911, 0.6071]}, {\"label\": \"grass\", \"bbox\": [0.5759, 0.75, 0.6696, 0.8661]}, {\"label\": \"grass\", \"bbox\": [0.6384, 0.5045, 0.6875, 0.558]}, {\"label\": \"grass\", \"bbox\": [0.8304, 0.6518, 0.8616, 0.683]}, {\"label\": \"grass\", \"bbox\": [0.7723, 0.6116, 0.808, 0.6652]}, {\"label\": \"grass\", \"bbox\": [0.9241, 0.0357, 0.9643, 0.0759]}, 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0.6607, 0.8438, 0.6964]}, {\"label\": \"crops\", \"bbox\": [0.8125, 0.6116, 0.8482, 0.6473]}, {\"label\": \"crops\", \"bbox\": [0.8839, 0.0134, 0.9107, 0.0491]}, {\"label\": \"crops\", \"bbox\": [0.6786, 0.2946, 0.7009, 0.3438]}, {\"label\": \"crops\", \"bbox\": [0.4241, 0.7812, 0.4643, 0.7991]}, {\"label\": \"crops\", \"bbox\": [0.3438, 0.5, 0.3705, 0.5179]}, {\"label\": \"crops\", \"bbox\": [0.6161, 0.8125, 0.6473, 0.8259]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1384, 0.4375, 0.7634, 0.9955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5759, 0.0, 0.9196, 0.3214]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6384, 0.5446, 0.8884, 0.7054]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5491, 0.0, 0.6562, 0.1161]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2009, 0.9241, 0.3036, 0.9955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6429, 0.4598, 0.75, 0.5491]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3705, 0.4554, 0.4554, 0.5268]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5089, 0.067, 0.5625, 0.1339]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3795, 0.0, 0.4241, 0.0982]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6652, 0.7098, 0.7545, 0.8125]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4821, 0.2098, 0.5134, 0.2768]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5268, 0.5, 0.5848, 0.5446]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7768, 0.7411, 0.875, 0.7768]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9018, 0.067, 0.933, 0.1116]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6384, 0.3571, 0.683, 0.3973]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9554, 0.7098, 0.9955, 0.7455]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3304, 0.7857, 0.3661, 0.8348]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7098, 0.3482, 0.7455, 0.3795]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2321, 0.8304, 0.2634, 0.8795]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.125, 0.9509, 0.1696, 0.9955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5938, 0.183, 0.6429, 0.2143]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2634, 0.6473, 0.2991, 0.6741]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5804, 0.4732, 0.6116, 0.5]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6518, 0.8348, 0.6741, 0.8705]}, {\"label\": \"built\", \"bbox\": [0.2902, 0.0, 0.9955, 0.7098]}, {\"label\": \"built\", \"bbox\": [0.5089, 0.8304, 0.7143, 0.942]}, {\"label\": \"built\", \"bbox\": [0.5938, 0.683, 0.6964, 0.7545]}, {\"label\": \"built\", \"bbox\": [0.5893, 0.5268, 0.6339, 0.558]}, {\"label\": \"built\", \"bbox\": [0.8036, 0.6295, 0.8571, 0.6518]}, {\"label\": \"built\", \"bbox\": [0.5938, 0.6116, 0.6116, 0.6384]}, {\"label\": \"bare_ground\", \"bbox\": [0.4688, 0.1652, 0.6384, 0.2857]}, {\"label\": \"bare_ground\", \"bbox\": [0.1384, 0.9375, 0.2455, 0.9955]}, {\"label\": \"bare_ground\", \"bbox\": [0.3884, 0.8036, 0.433, 0.8571]}, {\"label\": \"bare_ground\", \"bbox\": [0.4509, 0.7812, 0.5089, 0.8304]}, {\"label\": \"bare_ground\", \"bbox\": [0.2411, 0.6071, 0.2589, 0.6384]}, {\"label\": \"bare_ground\", \"bbox\": [0.9688, 0.7054, 0.9955, 0.7232]}, {\"label\": \"bare_ground\", \"bbox\": [0.4866, 0.0045, 0.5089, 0.0223]}, {\"label\": \"bare_ground\", \"bbox\": [0.3705, 0.683, 0.3929, 0.7054]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_g001_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **built** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **built** accounts for about 33.8% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_g001_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the built. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"built\", \"bbox\": [0.2902, 0.0, 0.9955, 0.7098]}, {\"label\": \"built\", \"bbox\": [0.5089, 0.8304, 0.7143, 0.942]}, {\"label\": \"built\", \"bbox\": [0.5938, 0.683, 0.6964, 0.7545]}, {\"label\": \"built\", \"bbox\": [0.5893, 0.5268, 0.6339, 0.558]}, {\"label\": \"built\", \"bbox\": [0.8036, 0.6295, 0.8571, 0.6518]}, {\"label\": \"built\", \"bbox\": [0.5938, 0.6116, 0.6116, 0.6384]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_g001_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **shrub_and_scrub** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **shrub_and_scrub** accounts for about 25.2% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_g001_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the shrub and scrub. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"shrub_and_scrub\", \"bbox\": [0.1384, 0.4375, 0.7634, 0.9955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5759, 0.0, 0.9196, 0.3214]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6384, 0.5446, 0.8884, 0.7054]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5491, 0.0, 0.6562, 0.1161]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2009, 0.9241, 0.3036, 0.9955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6429, 0.4598, 0.75, 0.5491]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3705, 0.4554, 0.4554, 0.5268]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5089, 0.067, 0.5625, 0.1339]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3795, 0.0, 0.4241, 0.0982]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6652, 0.7098, 0.7545, 0.8125]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4821, 0.2098, 0.5134, 0.2768]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5268, 0.5, 0.5848, 0.5446]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7768, 0.7411, 0.875, 0.7768]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9018, 0.067, 0.933, 0.1116]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6384, 0.3571, 0.683, 0.3973]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9554, 0.7098, 0.9955, 0.7455]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3304, 0.7857, 0.3661, 0.8348]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7098, 0.3482, 0.7455, 0.3795]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2321, 0.8304, 0.2634, 0.8795]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.125, 0.9509, 0.1696, 0.9955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5938, 0.183, 0.6429, 0.2143]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2634, 0.6473, 0.2991, 0.6741]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5804, 0.4732, 0.6116, 0.5]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6518, 0.8348, 0.6741, 0.8705]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_g001_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **crops** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **crops** accounts for about 20.2% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_g001_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the crops. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"crops\", \"bbox\": [0.1652, 0.5938, 0.5134, 0.9955]}, {\"label\": \"crops\", \"bbox\": [0.3884, 0.0, 0.5982, 0.2188]}, {\"label\": \"crops\", \"bbox\": [0.442, 0.4866, 0.6696, 0.6473]}, {\"label\": \"crops\", \"bbox\": [0.625, 0.0, 0.7455, 0.1607]}, {\"label\": \"crops\", \"bbox\": [0.5045, 0.2723, 0.6205, 0.375]}, {\"label\": \"crops\", \"bbox\": [0.5759, 0.8125, 0.683, 0.9062]}, {\"label\": \"crops\", \"bbox\": [0.8348, 0.0446, 0.9062, 0.1071]}, {\"label\": \"crops\", \"bbox\": [0.625, 0.6607, 0.7545, 0.7143]}, {\"label\": \"crops\", \"bbox\": [0.625, 0.1696, 0.6741, 0.2277]}, {\"label\": \"crops\", \"bbox\": [0.6295, 0.7455, 0.6786, 0.7991]}, {\"label\": \"crops\", \"bbox\": [0.4866, 0.6473, 0.5179, 0.6875]}, {\"label\": \"crops\", \"bbox\": [0.7991, 0.6607, 0.8438, 0.6964]}, {\"label\": \"crops\", \"bbox\": [0.8125, 0.6116, 0.8482, 0.6473]}, {\"label\": \"crops\", \"bbox\": [0.8839, 0.0134, 0.9107, 0.0491]}, {\"label\": \"crops\", \"bbox\": [0.6786, 0.2946, 0.7009, 0.3438]}, {\"label\": \"crops\", \"bbox\": [0.4241, 0.7812, 0.4643, 0.7991]}, {\"label\": \"crops\", \"bbox\": [0.3438, 0.5, 0.3705, 0.5179]}, {\"label\": \"crops\", \"bbox\": [0.6161, 0.8125, 0.6473, 0.8259]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_g001_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **trees** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **trees** accounts for about 13.0% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_g001_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the trees. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"trees\", \"bbox\": [0.3482, 0.5938, 0.5893, 0.8036]}, {\"label\": \"trees\", \"bbox\": [0.6696, 0.6696, 0.9688, 0.8973]}, {\"label\": \"trees\", \"bbox\": [0.567, 0.2857, 0.7143, 0.4107]}, {\"label\": \"trees\", \"bbox\": [0.2679, 0.4286, 0.4107, 0.5759]}, {\"label\": \"trees\", \"bbox\": [0.558, 0.0804, 0.625, 0.2188]}, {\"label\": \"trees\", \"bbox\": [0.8348, 0.5536, 0.9196, 0.6607]}, {\"label\": \"trees\", \"bbox\": [0.4688, 0.4732, 0.5759, 0.5268]}, {\"label\": \"trees\", \"bbox\": [0.4955, 0.933, 0.5804, 0.9955]}, {\"label\": \"trees\", \"bbox\": [0.3438, 0.7812, 0.3929, 0.8304]}, {\"label\": \"trees\", \"bbox\": [0.6741, 0.9643, 0.7098, 0.9955]}, {\"label\": \"trees\", \"bbox\": [0.6875, 0.5134, 0.7143, 0.567]}, {\"label\": \"trees\", \"bbox\": [0.7812, 0.5804, 0.8259, 0.6071]}, {\"label\": \"trees\", \"bbox\": [0.2634, 0.6205, 0.2946, 0.6518]}, {\"label\": \"trees\", \"bbox\": [0.1562, 0.9062, 0.1875, 0.933]}, {\"label\": \"trees\", \"bbox\": [0.6652, 0.6384, 0.6964, 0.6652]}, {\"label\": \"trees\", \"bbox\": [0.7054, 0.433, 0.7366, 0.4509]}, {\"label\": \"trees\", \"bbox\": [0.7411, 0.9554, 0.7589, 0.9911]}, {\"label\": \"trees\", \"bbox\": [0.4018, 0.9732, 0.4375, 0.9955]}, {\"label\": \"trees\", \"bbox\": [0.5625, 0.0, 0.5938, 0.0179]}, {\"label\": \"trees\", \"bbox\": [0.692, 0.5938, 0.7188, 0.6161]}, {\"label\": \"trees\", \"bbox\": [0.5848, 0.9643, 0.6116, 0.9955]}, {\"label\": \"trees\", \"bbox\": [0.4643, 0.9777, 0.4821, 0.9955]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000014.png"}, {"type": "text", "text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite imagery and land-cover outputs from the same area in this dataset."}]}, {"role": "assistant", "content": [{"type": "text", "text": "Overhead context imagery (zoom 12.0) centered near 24.89803°, 54.94122°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: AE. Vicinity: Sheikh Zayed Rd - Dubai - United Arab Emirates."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_t0000.png"}, {"type": "text", "text": "The input is satellite imagery (RGB). Describe this imagery in detail, including surface cover and structure where visible."}]}, {"role": "assistant", "content": [{"type": "text", "text": "This satellite imagery is dominated by bare_ground (93.4%), built (1.3%), shrub_and_scrub (0.7%), and snow_and_ice (0.1%)."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the land cover regions visible in this satellite imagery. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"grass\", \"bbox\": [0.0, 0.9018, 0.0179, 0.9286]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3438, 0.9241, 0.4509, 0.9821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1875, 0.942, 0.2768, 0.9821]}, {\"label\": \"built\", \"bbox\": [0.1205, 0.0312, 0.2277, 0.0848]}, {\"label\": \"built\", \"bbox\": [0.0, 0.1786, 0.058, 0.2455]}, {\"label\": \"built\", \"bbox\": [0.3884, 0.5491, 0.4375, 0.6161]}, {\"label\": \"built\", \"bbox\": [0.2946, 0.3705, 0.3304, 0.4107]}, {\"label\": \"built\", \"bbox\": [0.8661, 0.4152, 0.9018, 0.442]}, {\"label\": \"built\", \"bbox\": [0.4286, 0.5, 0.4509, 0.5312]}, {\"label\": \"built\", \"bbox\": [0.9464, 0.1964, 0.9688, 0.2277]}, {\"label\": \"built\", \"bbox\": [0.0357, 0.1562, 0.0804, 0.1786]}, {\"label\": \"built\", \"bbox\": [0.9688, 0.2679, 0.9911, 0.2902]}, {\"label\": \"built\", \"bbox\": [0.0625, 0.1339, 0.0893, 0.1518]}, {\"label\": \"built\", \"bbox\": [0.8036, 0.3348, 0.8304, 0.3616]}, {\"label\": \"bare_ground\", \"bbox\": [0.0, 0.0, 0.9911, 0.9821]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.0938, 0.0491, 0.1205, 0.067]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **bare_ground** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **bare_ground** accounts for about 97.6% of valid pixels, showing one or two dominant contiguous patches."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the bare ground. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"bare_ground\", \"bbox\": [0.0, 0.0, 0.9911, 0.9821]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000006_g002.png"}, {"type": "text", "text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite imagery and land-cover outputs from the same area in this dataset."}]}, {"role": "assistant", "content": [{"type": "text", "text": "Overhead context imagery (zoom 12.0) centered near -33.00761°, 17.89460°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: ZA. Vicinity: 17 Maasdam Street, Saldanha 7394, South Africa."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000014_g001.png"}, {"type": "text", "text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite imagery and land-cover outputs from the same area in this dataset."}]}, {"role": "assistant", "content": [{"type": "text", "text": "Overhead context imagery (zoom 12.0) centered near 24.88647°, 54.96670°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: AE. Vicinity: Sheikh Zayed Rd - Dubai - United Arab Emirates."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_g001_t0000.png"}, {"type": "text", "text": "The input is satellite imagery (RGB). Describe this imagery in detail, including surface cover and structure where visible."}]}, {"role": "assistant", "content": [{"type": "text", "text": "This satellite imagery is dominated by bare_ground (94.4%), and built (0.9%)."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_g001_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the land cover regions visible in this satellite imagery. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"built\", \"bbox\": [0.4777, 0.2054, 0.5982, 0.2857]}, {\"label\": \"built\", \"bbox\": [0.5804, 0.0491, 0.6205, 0.0982]}, {\"label\": \"built\", \"bbox\": [0.3661, 0.1562, 0.4018, 0.183]}, {\"label\": \"built\", \"bbox\": [0.6384, 0.0, 0.6696, 0.0268]}, {\"label\": \"built\", \"bbox\": [0.7812, 0.2098, 0.808, 0.2277]}, {\"label\": \"built\", \"bbox\": [0.4688, 0.0134, 0.4955, 0.0312]}, {\"label\": \"built\", \"bbox\": [0.3036, 0.0759, 0.3304, 0.1027]}, {\"label\": \"bare_ground\", \"bbox\": [0.0, 0.0, 0.9911, 0.9821]}, {\"label\": \"bare_ground\", \"bbox\": [0.9152, 0.0714, 0.9911, 0.1875]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_g001_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **bare_ground** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **bare_ground** accounts for about 99.0% of valid pixels, showing one or two dominant contiguous patches."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_g001_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the bare ground. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"bare_ground\", \"bbox\": [0.0, 0.0, 0.9911, 0.9821]}, {\"label\": \"bare_ground\", \"bbox\": [0.9152, 0.0714, 0.9911, 0.1875]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000006_g003.png"}, {"type": "text", "text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite imagery and land-cover outputs from the same area in this dataset."}]}, {"role": "assistant", "content": [{"type": "text", "text": "Overhead context imagery (zoom 12.0) centered near -33.01975°, 17.90495°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: ZA. Vicinity: 17 Maasdam Street, Saldanha 7394, South Africa."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_g003_t0000.png"}, {"type": "text", "text": "The input is satellite imagery (RGB). Describe this imagery in detail, including surface cover and structure where visible."}]}, {"role": "assistant", "content": [{"type": "text", "text": "This satellite imagery is dominated by shrub_and_scrub (12.3%), crops (11.6%), built (9.0%), and trees (6.4%)."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_g003_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the land cover regions visible in this satellite imagery. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"trees\", \"bbox\": [0.6518, 0.4955, 0.8929, 0.6964]}, {\"label\": \"trees\", \"bbox\": [0.5714, 0.3214, 0.7143, 0.4688]}, {\"label\": \"trees\", \"bbox\": [0.8705, 0.1786, 0.9955, 0.308]}, {\"label\": \"trees\", \"bbox\": [0.442, 0.9062, 0.5312, 0.9955]}, {\"label\": \"trees\", \"bbox\": [0.8616, 0.0, 0.9286, 0.1161]}, {\"label\": \"trees\", \"bbox\": [0.6786, 0.8705, 0.7857, 0.9509]}, {\"label\": \"trees\", \"bbox\": [0.7723, 0.3705, 0.8795, 0.4241]}, {\"label\": \"trees\", \"bbox\": [0.9732, 0.683, 0.9955, 0.7946]}, {\"label\": \"trees\", \"bbox\": [0.808, 0.8527, 0.8839, 0.8884]}, {\"label\": \"trees\", \"bbox\": [0.6473, 0.6741, 0.6964, 0.7232]}, {\"label\": \"trees\", \"bbox\": [0.9732, 0.8616, 0.9955, 0.9241]}, {\"label\": \"trees\", \"bbox\": [0.5714, 0.5134, 0.5982, 0.5491]}, {\"label\": \"trees\", \"bbox\": [0.4598, 0.8036, 0.4955, 0.8259]}, {\"label\": 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{\"label\": \"crops\", \"bbox\": [0.9286, 0.0, 0.9955, 0.0536]}, {\"label\": \"crops\", \"bbox\": [0.9286, 0.0625, 0.9911, 0.1205]}, {\"label\": \"crops\", \"bbox\": [0.933, 0.5536, 0.9955, 0.6027]}, {\"label\": \"crops\", \"bbox\": [0.933, 0.6384, 0.9821, 0.683]}, {\"label\": \"crops\", \"bbox\": [0.7902, 0.5402, 0.8259, 0.5804]}, {\"label\": \"crops\", \"bbox\": [0.7277, 0.6741, 0.7723, 0.6964]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.442, 0.3259, 0.9955, 0.9955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4196, 0.817, 0.6071, 0.9955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8795, 0.0134, 0.9955, 0.2054]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5134, 0.9598, 0.7098, 0.9955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9554, 0.4464, 0.9955, 0.5536]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6741, 0.3527, 0.7455, 0.433]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7857, 0.1071, 0.8214, 0.1652]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8304, 0.3929, 0.8884, 0.4375]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8125, 0.0, 0.8616, 0.0312]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9554, 0.3527, 0.9955, 0.4286]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.942, 0.25, 0.9866, 0.2902]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8795, 0.067, 0.9509, 0.1205]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6384, 0.683, 0.6741, 0.7321]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9688, 0.6429, 0.9955, 0.7054]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5714, 0.5402, 0.6116, 0.5714]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8839, 0.3705, 0.9152, 0.3973]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5402, 0.7277, 0.5714, 0.75]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9554, 0.7366, 0.9821, 0.7634]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9777, 0.5625, 0.9955, 0.5893]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.692, 0.875, 0.7143, 0.9018]}, {\"label\": \"built\", \"bbox\": [0.5938, 0.0, 0.9955, 0.3929]}, {\"label\": \"built\", \"bbox\": [0.8125, 0.7232, 0.9955, 0.8393]}, {\"label\": \"built\", \"bbox\": [0.8973, 0.5804, 0.9955, 0.6473]}, {\"label\": \"built\", \"bbox\": [0.8929, 0.4196, 0.9375, 0.4554]}, {\"label\": \"built\", \"bbox\": [0.9821, 0.1384, 0.9955, 0.1964]}, {\"label\": \"built\", \"bbox\": [0.8973, 0.5045, 0.9152, 0.5312]}, {\"label\": \"built\", \"bbox\": [0.875, 0.7054, 0.8973, 0.7321]}, {\"label\": \"bare_ground\", \"bbox\": [0.7723, 0.058, 0.9464, 0.1786]}, {\"label\": \"bare_ground\", \"bbox\": [0.442, 0.8304, 0.5446, 0.8929]}, {\"label\": \"bare_ground\", \"bbox\": [0.6964, 0.6964, 0.7366, 0.75]}, {\"label\": \"bare_ground\", \"bbox\": [0.7545, 0.6741, 0.817, 0.7232]}, {\"label\": \"bare_ground\", \"bbox\": [0.7857, 0.875, 0.8214, 0.9107]}, {\"label\": \"bare_ground\", \"bbox\": [0.4375, 0.9509, 0.4643, 0.9955]}, {\"label\": \"bare_ground\", \"bbox\": [0.5446, 0.5, 0.5625, 0.5357]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.933, 0.9464, 0.9955, 0.9821]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.4107, 0.9241, 0.4375, 0.9554]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_g003_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **shrub_and_scrub** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **shrub_and_scrub** accounts for about 28.6% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_g003_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the shrub and scrub. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"shrub_and_scrub\", \"bbox\": [0.442, 0.3259, 0.9955, 0.9955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4196, 0.817, 0.6071, 0.9955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8795, 0.0134, 0.9955, 0.2054]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5134, 0.9598, 0.7098, 0.9955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9554, 0.4464, 0.9955, 0.5536]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6741, 0.3527, 0.7455, 0.433]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7857, 0.1071, 0.8214, 0.1652]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8304, 0.3929, 0.8884, 0.4375]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8125, 0.0, 0.8616, 0.0312]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9554, 0.3527, 0.9955, 0.4286]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.942, 0.25, 0.9866, 0.2902]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8795, 0.067, 0.9509, 0.1205]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6384, 0.683, 0.6741, 0.7321]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9688, 0.6429, 0.9955, 0.7054]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5714, 0.5402, 0.6116, 0.5714]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8839, 0.3705, 0.9152, 0.3973]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5402, 0.7277, 0.5714, 0.75]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9554, 0.7366, 0.9821, 0.7634]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9777, 0.5625, 0.9955, 0.5893]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.692, 0.875, 0.7143, 0.9018]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_g003_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **crops** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **crops** accounts for about 26.4% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_g003_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the crops. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"crops\", \"bbox\": [0.4688, 0.4688, 0.7857, 0.9955]}, {\"label\": \"crops\", \"bbox\": [0.7455, 0.3795, 0.9777, 0.5446]}, {\"label\": \"crops\", \"bbox\": [0.7411, 0.0, 0.8929, 0.1116]}, {\"label\": \"crops\", \"bbox\": [0.8125, 0.1652, 0.9241, 0.2679]}, {\"label\": \"crops\", \"bbox\": [0.8214, 0.933, 0.9688, 0.9866]}, {\"label\": \"crops\", \"bbox\": [0.8795, 0.7054, 0.9866, 0.8036]}, {\"label\": \"crops\", \"bbox\": [0.9286, 0.0, 0.9955, 0.0536]}, {\"label\": \"crops\", \"bbox\": [0.9286, 0.0625, 0.9911, 0.1205]}, {\"label\": \"crops\", \"bbox\": [0.933, 0.5536, 0.9955, 0.6027]}, {\"label\": \"crops\", \"bbox\": [0.933, 0.6384, 0.9821, 0.683]}, {\"label\": \"crops\", \"bbox\": [0.7902, 0.5402, 0.8259, 0.5804]}, {\"label\": \"crops\", \"bbox\": [0.7277, 0.6741, 0.7723, 0.6964]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_g003_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **built** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **built** accounts for about 19.9% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_g003_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the built. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"built\", \"bbox\": [0.5938, 0.0, 0.9955, 0.3929]}, {\"label\": \"built\", \"bbox\": [0.8125, 0.7232, 0.9955, 0.8393]}, {\"label\": \"built\", \"bbox\": [0.8973, 0.5804, 0.9955, 0.6473]}, {\"label\": \"built\", \"bbox\": [0.8929, 0.4196, 0.9375, 0.4554]}, {\"label\": \"built\", \"bbox\": [0.9821, 0.1384, 0.9955, 0.1964]}, {\"label\": \"built\", \"bbox\": [0.8973, 0.5045, 0.9152, 0.5312]}, {\"label\": \"built\", \"bbox\": [0.875, 0.7054, 0.8973, 0.7321]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_g003_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **trees** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **trees** accounts for about 14.8% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000006_g003_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the trees. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"trees\", \"bbox\": [0.6518, 0.4955, 0.8929, 0.6964]}, {\"label\": \"trees\", \"bbox\": [0.5714, 0.3214, 0.7143, 0.4688]}, {\"label\": \"trees\", \"bbox\": [0.8705, 0.1786, 0.9955, 0.308]}, {\"label\": \"trees\", \"bbox\": [0.442, 0.9062, 0.5312, 0.9955]}, {\"label\": \"trees\", \"bbox\": [0.8616, 0.0, 0.9286, 0.1161]}, {\"label\": \"trees\", \"bbox\": [0.6786, 0.8705, 0.7857, 0.9509]}, {\"label\": \"trees\", \"bbox\": [0.7723, 0.3705, 0.8795, 0.4241]}, {\"label\": \"trees\", \"bbox\": [0.9732, 0.683, 0.9955, 0.7946]}, {\"label\": \"trees\", \"bbox\": [0.808, 0.8527, 0.8839, 0.8884]}, {\"label\": \"trees\", \"bbox\": [0.6473, 0.6741, 0.6964, 0.7232]}, {\"label\": \"trees\", \"bbox\": [0.9732, 0.8616, 0.9955, 0.9241]}, {\"label\": \"trees\", \"bbox\": [0.5714, 0.5134, 0.5982, 0.5491]}, {\"label\": \"trees\", \"bbox\": [0.4598, 0.8036, 0.4955, 0.8259]}, {\"label\": \"trees\", \"bbox\": [0.9643, 0.5312, 0.9955, 0.558]}, {\"label\": \"trees\", \"bbox\": [0.8929, 0.8616, 0.9152, 0.8929]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000014_g003.png"}, {"type": "text", "text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite imagery and land-cover outputs from the same area in this dataset."}]}, {"role": "assistant", "content": [{"type": "text", "text": "Overhead context imagery (zoom 12.0) centered near 24.91942°, 54.95652°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: AE. Vicinity: Sheikh Zayed Rd - Dubai - United Arab Emirates."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_g003_t0000.png"}, {"type": "text", "text": "The input is satellite imagery (RGB). Describe this imagery in detail, including surface cover and structure where visible."}]}, {"role": "assistant", "content": [{"type": "text", "text": "This satellite imagery is dominated by bare_ground (93.7%), built (1.5%), and shrub_and_scrub (0.1%)."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_g003_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the land cover regions visible in this satellite imagery. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"shrub_and_scrub\", \"bbox\": [0.7054, 0.3304, 0.7589, 0.3571]}, {\"label\": \"built\", \"bbox\": [0.6696, 0.9241, 0.7812, 0.9821]}, {\"label\": \"built\", \"bbox\": [0.7812, 0.2946, 0.8393, 0.3571]}, {\"label\": \"built\", \"bbox\": [0.75, 0.1875, 0.7991, 0.2455]}, {\"label\": \"built\", \"bbox\": [0.8036, 0.6786, 0.8571, 0.7411]}, {\"label\": \"built\", \"bbox\": [0.7723, 0.7679, 0.808, 0.817]}, {\"label\": \"built\", \"bbox\": [0.558, 0.875, 0.5938, 0.9018]}, {\"label\": \"built\", \"bbox\": [0.6384, 0.6562, 0.6607, 0.6875]}, {\"label\": \"built\", \"bbox\": [0.0, 0.8304, 0.0223, 0.8616]}, {\"label\": \"built\", \"bbox\": [0.1161, 0.9598, 0.1384, 0.9821]}, {\"label\": \"built\", \"bbox\": [0.4955, 0.7946, 0.5223, 0.8214]}, {\"label\": \"built\", \"bbox\": [0.9732, 0.9241, 0.9911, 0.9464]}, {\"label\": \"built\", \"bbox\": [0.6607, 0.7321, 0.6875, 0.7455]}, {\"label\": \"bare_ground\", \"bbox\": [0.0, 0.0, 0.9911, 0.9821]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_g003_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **bare_ground** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **bare_ground** accounts for about 98.1% of valid pixels, showing one or two dominant contiguous patches."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_g003_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the bare ground. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"bare_ground\", \"bbox\": [0.0, 0.0, 0.9911, 0.9821]}]"}]}]}

metadata/poi_000006_g001_t0000.json

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+{
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+  "stac_rgb_meta": {
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metadata/poi_000006_g003_t0000.json

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metadata/poi_000006_t0000.json

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metadata/poi_000014_g001_t0000.json

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metadata/poi_000014_t0000.json

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+}