Dataset sync from nutonic build

data/train.jsonl

@@ -134,3 +134,44 @@
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_g002_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **grass** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **grass** accounts for about 13.0% of valid pixels, showing several separated patches."}]}]}
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_g002_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the grass. 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\": [0.1429, 0.2545, 0.3884, 0.3973]}, {\"label\": \"grass\", \"bbox\": [0.0, 0.1205, 0.1473, 0.3259]}, {\"label\": \"grass\", \"bbox\": [0.2634, 0.1116, 0.4062, 0.2411]}, {\"label\": \"grass\", \"bbox\": [0.0446, 0.0, 0.1295, 0.0491]}, {\"label\": \"grass\", \"bbox\": [0.2009, 0.1161, 0.2455, 0.1607]}]"}]}]}
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000007_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 -19.77408°, 121.19750°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: AU. Vicinity: Great Northern Highway, Eighty Mile Beach WA 6725, Australia."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000009.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 7.86623°, -72.47353°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: CO. Vicinity: Calle 11 # 11-2, Villa del Rosario, North Santander, Colombia."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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 (57.2%), trees (17.0%), crops (10.4%), and shrub_and_scrub (4.5%)."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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\": [0.0, 0.2679, 0.3705, 0.9732]}, {\"label\": \"trees\", \"bbox\": [0.6964, 0.1339, 0.8884, 0.2634]}, {\"label\": \"trees\", \"bbox\": [0.7723, 0.0, 0.9821, 0.0982]}, {\"label\": \"trees\", \"bbox\": [0.8438, 0.3884, 0.9821, 0.5759]}, {\"label\": \"trees\", \"bbox\": [0.7411, 0.6473, 0.9196, 0.7634]}, {\"label\": \"trees\", \"bbox\": [0.7098, 0.9018, 0.8527, 0.9509]}, {\"label\": \"trees\", \"bbox\": [0.6875, 0.5625, 0.7589, 0.6473]}, {\"label\": \"trees\", \"bbox\": [0.4866, 0.2054, 0.5625, 0.2812]}, {\"label\": \"trees\", \"bbox\": [0.8839, 0.1116, 0.9464, 0.2188]}, {\"label\": \"trees\", \"bbox\": [0.558, 0.5, 0.6205, 0.5804]}, {\"label\": \"trees\", \"bbox\": [0.9509, 0.0536, 0.9821, 0.1429]}, {\"label\": \"trees\", \"bbox\": [0.2812, 0.3839, 0.3438, 0.4196]}, {\"label\": \"trees\", \"bbox\": [0.5089, 0.2991, 0.5536, 0.3527]}, {\"label\": \"trees\", \"bbox\": [0.6339, 0.4598, 0.6875, 0.4866]}, {\"label\": \"trees\", \"bbox\": [0.4554, 0.3304, 0.5045, 0.3661]}, {\"label\": \"trees\", \"bbox\": [0.2812, 0.433, 0.3348, 0.4777]}, {\"label\": \"trees\", \"bbox\": [0.9554, 0.8125, 0.9732, 0.8616]}, {\"label\": \"trees\", \"bbox\": [0.6696, 0.2902, 0.692, 0.3214]}, {\"label\": \"trees\", \"bbox\": [0.0759, 0.1607, 0.0982, 0.2188]}, {\"label\": \"trees\", \"bbox\": [0.9554, 0.7143, 0.9821, 0.7679]}, {\"label\": \"trees\", \"bbox\": [0.8884, 0.2366, 0.933, 0.2634]}, {\"label\": \"trees\", \"bbox\": [0.4866, 0.4286, 0.5089, 0.4598]}, {\"label\": \"trees\", \"bbox\": [0.5714, 0.4375, 0.5893, 0.4732]}, {\"label\": \"trees\", \"bbox\": [0.6071, 0.2679, 0.6295, 0.2902]}, {\"label\": \"grass\", \"bbox\": [0.808, 0.8973, 0.9018, 0.9732]}, {\"label\": \"grass\", \"bbox\": [0.6562, 0.8214, 0.7946, 0.9062]}, {\"label\": \"grass\", \"bbox\": [0.8884, 0.7991, 0.9554, 0.8795]}, {\"label\": \"grass\", \"bbox\": [0.6116, 0.8616, 0.6875, 0.9062]}, {\"label\": \"grass\", \"bbox\": [0.0312, 0.2723, 0.0982, 0.3214]}, {\"label\": \"grass\", \"bbox\": [0.0, 0.3438, 0.0312, 0.4107]}, {\"label\": \"grass\", \"bbox\": [0.5938, 0.442, 0.6116, 0.4732]}, {\"label\": \"grass\", \"bbox\": [0.8839, 0.0089, 0.9062, 0.0357]}, {\"label\": \"crops\", \"bbox\": [0.7188, 0.75, 0.9821, 0.9732]}, {\"label\": \"crops\", \"bbox\": [0.817, 0.5268, 0.9821, 0.683]}, {\"label\": \"crops\", \"bbox\": [0.8839, 0.1964, 0.9821, 0.3884]}, {\"label\": \"crops\", \"bbox\": [0.817, 0.6964, 0.9598, 0.8214]}, {\"label\": \"crops\", \"bbox\": [0.5089, 0.308, 0.6473, 0.433]}, {\"label\": \"crops\", \"bbox\": [0.5089, 0.5491, 0.6071, 0.683]}, {\"label\": \"crops\", \"bbox\": [0.6786, 0.9018, 0.8125, 0.9732]}, {\"label\": \"crops\", \"bbox\": [0.7946, 0.067, 0.8929, 0.192]}, {\"label\": \"crops\", \"bbox\": [0.4509, 0.2634, 0.558, 0.3125]}, {\"label\": \"crops\", \"bbox\": [0.9152, 0.0134, 0.9821, 0.1205]}, {\"label\": \"crops\", \"bbox\": [0.2455, 0.4062, 0.3036, 0.4688]}, {\"label\": \"crops\", \"bbox\": [0.692, 0.2679, 0.7857, 0.317]}, {\"label\": \"crops\", \"bbox\": [0.6518, 0.3571, 0.7009, 0.4018]}, {\"label\": \"crops\", \"bbox\": [0.0, 0.2545, 0.0714, 0.3125]}, {\"label\": \"crops\", \"bbox\": [0.4196, 0.4152, 0.4688, 0.4911]}, {\"label\": \"crops\", \"bbox\": [0.1295, 0.4688, 0.1741, 0.5134]}, {\"label\": \"crops\", \"bbox\": [0.8616, 0.4062, 0.9196, 0.4509]}, {\"label\": \"crops\", \"bbox\": [0.1339, 0.0089, 0.1786, 0.0625]}, {\"label\": \"crops\", \"bbox\": [0.9509, 0.4375, 0.9821, 0.4821]}, {\"label\": \"crops\", \"bbox\": [0.7902, 0.1429, 0.8438, 0.183]}, {\"label\": \"crops\", \"bbox\": [0.5491, 0.8482, 0.5893, 0.8884]}, {\"label\": \"crops\", \"bbox\": [0.5402, 0.2098, 0.567, 0.2455]}, {\"label\": \"crops\", \"bbox\": [0.6339, 0.5804, 0.6652, 0.6071]}, {\"label\": \"crops\", \"bbox\": [0.9688, 0.7723, 0.9821, 0.8438]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8839, 0.0491, 0.9821, 0.2321]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7366, 0.5446, 0.8884, 0.6696]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1027, 0.2946, 0.1607, 0.4643]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8438, 0.317, 0.9018, 0.3973]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.875, 0.4509, 0.9286, 0.5045]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1027, 0.683, 0.1518, 0.7366]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4866, 0.4196, 0.5312, 0.4821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7812, 0.6875, 0.8259, 0.7589]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0848, 0.6339, 0.1473, 0.6741]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2098, 0.4911, 0.2545, 0.5446]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2946, 0.4062, 0.3304, 0.4464]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9554, 0.692, 0.9821, 0.7545]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5446, 0.6429, 0.5938, 0.6875]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2812, 0.8616, 0.3482, 0.9152]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8616, 0.3929, 0.9062, 0.4375]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1652, 0.7455, 0.1875, 0.7991]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7634, 0.183, 0.8348, 0.2009]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5491, 0.5179, 0.5804, 0.5625]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5625, 0.6071, 0.6071, 0.6339]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0714, 0.3571, 0.0982, 0.3973]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.808, 0.0491, 0.8527]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9464, 0.0, 0.9821, 0.0223]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7366, 0.2768, 0.7545, 0.3304]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9375, 0.4911, 0.9688, 0.5089]}, {\"label\": \"built\", \"bbox\": [0.0, 0.0, 0.9241, 0.9732]}, {\"label\": \"built\", \"bbox\": [0.0, 0.4062, 0.125, 0.692]}, {\"label\": \"built\", \"bbox\": [0.9062, 0.3482, 0.9821, 0.4866]}, {\"label\": \"built\", \"bbox\": [0.0, 0.2991, 0.0759, 0.3929]}, {\"label\": \"built\", \"bbox\": [0.0, 0.817, 0.0446, 0.9732]}, {\"label\": \"built\", \"bbox\": [0.7679, 0.25, 0.9018, 0.2946]}, {\"label\": \"built\", \"bbox\": [0.0938, 0.9152, 0.1607, 0.9732]}, {\"label\": \"built\", \"bbox\": [0.9196, 0.7679, 0.9777, 0.8214]}, {\"label\": \"built\", \"bbox\": [0.9196, 0.6741, 0.9732, 0.7054]}, {\"label\": \"built\", \"bbox\": [0.9509, 0.8304, 0.9821, 0.8929]}, {\"label\": \"built\", \"bbox\": [0.942, 0.9375, 0.9821, 0.9732]}, {\"label\": \"built\", \"bbox\": [0.8571, 0.5804, 0.8929, 0.6116]}, {\"label\": \"built\", \"bbox\": [0.192, 0.942, 0.2277, 0.9732]}, {\"label\": \"built\", \"bbox\": [0.817, 0.933, 0.8393, 0.9598]}, {\"label\": \"built\", \"bbox\": [0.8482, 0.0804, 0.8705, 0.1071]}, {\"label\": \"built\", \"bbox\": [0.7857, 0.1652, 0.817, 0.192]}, {\"label\": \"bare_ground\", \"bbox\": [0.7455, 0.2768, 0.8973, 0.375]}, {\"label\": \"bare_ground\", \"bbox\": [0.3973, 0.4196, 0.433, 0.4598]}, {\"label\": \"bare_ground\", \"bbox\": [0.7812, 0.8259, 0.808, 0.8527]}, {\"label\": \"bare_ground\", \"bbox\": [0.1741, 0.9375, 0.1964, 0.9554]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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 59.9% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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\": [0.0, 0.0, 0.9241, 0.9732]}, {\"label\": \"built\", \"bbox\": [0.0, 0.4062, 0.125, 0.692]}, {\"label\": \"built\", \"bbox\": [0.9062, 0.3482, 0.9821, 0.4866]}, {\"label\": \"built\", \"bbox\": [0.0, 0.2991, 0.0759, 0.3929]}, {\"label\": \"built\", \"bbox\": [0.0, 0.817, 0.0446, 0.9732]}, {\"label\": \"built\", \"bbox\": [0.7679, 0.25, 0.9018, 0.2946]}, {\"label\": \"built\", \"bbox\": [0.0938, 0.9152, 0.1607, 0.9732]}, {\"label\": \"built\", \"bbox\": [0.9196, 0.7679, 0.9777, 0.8214]}, {\"label\": \"built\", \"bbox\": [0.9196, 0.6741, 0.9732, 0.7054]}, {\"label\": \"built\", \"bbox\": [0.9509, 0.8304, 0.9821, 0.8929]}, {\"label\": \"built\", \"bbox\": [0.942, 0.9375, 0.9821, 0.9732]}, {\"label\": \"built\", \"bbox\": [0.8571, 0.5804, 0.8929, 0.6116]}, {\"label\": \"built\", \"bbox\": [0.192, 0.942, 0.2277, 0.9732]}, {\"label\": \"built\", \"bbox\": [0.817, 0.933, 0.8393, 0.9598]}, {\"label\": \"built\", \"bbox\": [0.8482, 0.0804, 0.8705, 0.1071]}, {\"label\": \"built\", \"bbox\": [0.7857, 0.1652, 0.817, 0.192]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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 18.7% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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\": [0.0, 0.2679, 0.3705, 0.9732]}, {\"label\": \"trees\", \"bbox\": [0.6964, 0.1339, 0.8884, 0.2634]}, {\"label\": \"trees\", \"bbox\": [0.7723, 0.0, 0.9821, 0.0982]}, {\"label\": \"trees\", \"bbox\": [0.8438, 0.3884, 0.9821, 0.5759]}, {\"label\": \"trees\", \"bbox\": [0.7411, 0.6473, 0.9196, 0.7634]}, {\"label\": \"trees\", \"bbox\": [0.7098, 0.9018, 0.8527, 0.9509]}, {\"label\": \"trees\", \"bbox\": [0.6875, 0.5625, 0.7589, 0.6473]}, {\"label\": \"trees\", \"bbox\": [0.4866, 0.2054, 0.5625, 0.2812]}, {\"label\": \"trees\", \"bbox\": [0.8839, 0.1116, 0.9464, 0.2188]}, {\"label\": \"trees\", \"bbox\": [0.558, 0.5, 0.6205, 0.5804]}, {\"label\": \"trees\", \"bbox\": [0.9509, 0.0536, 0.9821, 0.1429]}, {\"label\": \"trees\", \"bbox\": [0.2812, 0.3839, 0.3438, 0.4196]}, {\"label\": \"trees\", \"bbox\": [0.5089, 0.2991, 0.5536, 0.3527]}, {\"label\": \"trees\", \"bbox\": [0.6339, 0.4598, 0.6875, 0.4866]}, {\"label\": \"trees\", \"bbox\": [0.4554, 0.3304, 0.5045, 0.3661]}, {\"label\": \"trees\", \"bbox\": [0.2812, 0.433, 0.3348, 0.4777]}, {\"label\": \"trees\", \"bbox\": [0.9554, 0.8125, 0.9732, 0.8616]}, {\"label\": \"trees\", \"bbox\": [0.6696, 0.2902, 0.692, 0.3214]}, {\"label\": \"trees\", \"bbox\": [0.0759, 0.1607, 0.0982, 0.2188]}, {\"label\": \"trees\", \"bbox\": [0.9554, 0.7143, 0.9821, 0.7679]}, {\"label\": \"trees\", \"bbox\": [0.8884, 0.2366, 0.933, 0.2634]}, {\"label\": \"trees\", \"bbox\": [0.4866, 0.4286, 0.5089, 0.4598]}, {\"label\": \"trees\", \"bbox\": [0.5714, 0.4375, 0.5893, 0.4732]}, {\"label\": \"trees\", \"bbox\": [0.6071, 0.2679, 0.6295, 0.2902]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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 12.3% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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\": [0.7188, 0.75, 0.9821, 0.9732]}, {\"label\": \"crops\", \"bbox\": [0.817, 0.5268, 0.9821, 0.683]}, {\"label\": \"crops\", \"bbox\": [0.8839, 0.1964, 0.9821, 0.3884]}, {\"label\": \"crops\", \"bbox\": [0.817, 0.6964, 0.9598, 0.8214]}, {\"label\": \"crops\", \"bbox\": [0.5089, 0.308, 0.6473, 0.433]}, {\"label\": \"crops\", \"bbox\": [0.5089, 0.5491, 0.6071, 0.683]}, {\"label\": \"crops\", \"bbox\": [0.6786, 0.9018, 0.8125, 0.9732]}, {\"label\": \"crops\", \"bbox\": [0.7946, 0.067, 0.8929, 0.192]}, {\"label\": \"crops\", \"bbox\": [0.4509, 0.2634, 0.558, 0.3125]}, {\"label\": \"crops\", \"bbox\": [0.9152, 0.0134, 0.9821, 0.1205]}, {\"label\": \"crops\", \"bbox\": [0.2455, 0.4062, 0.3036, 0.4688]}, {\"label\": \"crops\", \"bbox\": [0.692, 0.2679, 0.7857, 0.317]}, {\"label\": \"crops\", \"bbox\": [0.6518, 0.3571, 0.7009, 0.4018]}, {\"label\": \"crops\", \"bbox\": [0.0, 0.2545, 0.0714, 0.3125]}, {\"label\": \"crops\", \"bbox\": [0.4196, 0.4152, 0.4688, 0.4911]}, {\"label\": \"crops\", \"bbox\": [0.1295, 0.4688, 0.1741, 0.5134]}, {\"label\": \"crops\", \"bbox\": [0.8616, 0.4062, 0.9196, 0.4509]}, {\"label\": \"crops\", \"bbox\": [0.1339, 0.0089, 0.1786, 0.0625]}, {\"label\": \"crops\", \"bbox\": [0.9509, 0.4375, 0.9821, 0.4821]}, {\"label\": \"crops\", \"bbox\": [0.7902, 0.1429, 0.8438, 0.183]}, {\"label\": \"crops\", \"bbox\": [0.5491, 0.8482, 0.5893, 0.8884]}, {\"label\": \"crops\", \"bbox\": [0.5402, 0.2098, 0.567, 0.2455]}, {\"label\": \"crops\", \"bbox\": [0.6339, 0.5804, 0.6652, 0.6071]}, {\"label\": \"crops\", \"bbox\": [0.9688, 0.7723, 0.9821, 0.8438]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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 5.8% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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\": [0.8839, 0.0491, 0.9821, 0.2321]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7366, 0.5446, 0.8884, 0.6696]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1027, 0.2946, 0.1607, 0.4643]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8438, 0.317, 0.9018, 0.3973]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.875, 0.4509, 0.9286, 0.5045]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1027, 0.683, 0.1518, 0.7366]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4866, 0.4196, 0.5312, 0.4821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7812, 0.6875, 0.8259, 0.7589]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0848, 0.6339, 0.1473, 0.6741]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2098, 0.4911, 0.2545, 0.5446]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2946, 0.4062, 0.3304, 0.4464]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9554, 0.692, 0.9821, 0.7545]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5446, 0.6429, 0.5938, 0.6875]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2812, 0.8616, 0.3482, 0.9152]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8616, 0.3929, 0.9062, 0.4375]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1652, 0.7455, 0.1875, 0.7991]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7634, 0.183, 0.8348, 0.2009]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5491, 0.5179, 0.5804, 0.5625]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5625, 0.6071, 0.6071, 0.6339]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0714, 0.3571, 0.0982, 0.3973]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.808, 0.0491, 0.8527]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9464, 0.0, 0.9821, 0.0223]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7366, 0.2768, 0.7545, 0.3304]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9375, 0.4911, 0.9688, 0.5089]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000009_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 7.90272°, -72.48263°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: CO. Vicinity: Calle 11 # 11-2, Villa del Rosario, North Santander, Colombia."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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 (85.7%), trees (4.5%), shrub_and_scrub (2.4%), and crops (1.6%)."}]}]}
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+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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 89.9% of valid pixels, showing one or two dominant contiguous patches."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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\": [0.0, 0.0, 0.9821, 0.9732]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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 5.0% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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\": [0.6116, 0.0223, 0.7946, 0.1518]}, {\"label\": \"trees\", \"bbox\": [0.5045, 0.3259, 0.6161, 0.442]}, {\"label\": \"trees\", \"bbox\": [0.7946, 0.0, 0.8973, 0.125]}, {\"label\": \"trees\", \"bbox\": [0.9241, 0.2232, 0.9821, 0.3482]}, {\"label\": \"trees\", \"bbox\": [0.8929, 0.0, 0.9643, 0.1339]}, {\"label\": \"trees\", \"bbox\": [0.4866, 0.2277, 0.5714, 0.3259]}, {\"label\": \"trees\", \"bbox\": [0.1205, 0.0134, 0.192, 0.058]}, {\"label\": \"trees\", \"bbox\": [0.1964, 0.0134, 0.2455, 0.058]}, {\"label\": \"trees\", \"bbox\": [0.4821, 0.2232, 0.5134, 0.2723]}, {\"label\": \"trees\", \"bbox\": [0.9375, 0.4821, 0.9688, 0.5223]}, {\"label\": \"trees\", \"bbox\": [0.9554, 0.4509, 0.9821, 0.5045]}, {\"label\": \"trees\", \"bbox\": [0.5893, 0.1696, 0.6205, 0.2009]}, {\"label\": \"trees\", \"bbox\": [0.4375, 0.2902, 0.4777, 0.3214]}, {\"label\": \"trees\", \"bbox\": [0.9554, 0.2009, 0.9821, 0.2277]}, {\"label\": \"trees\", \"bbox\": [0.4464, 0.1384, 0.4688, 0.1652]}, {\"label\": \"trees\", \"bbox\": [0.4241, 0.0714, 0.4375, 0.1116]}, {\"label\": \"trees\", \"bbox\": [0.875, 0.1384, 0.9196, 0.1562]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000009_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 7.86906°, -72.44753°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: CO. Vicinity: Calle 11 # 11-2, Villa del Rosario, North Santander, Colombia."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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 trees (34.6%), built (31.3%), crops (13.6%), and shrub_and_scrub (9.0%)."}]}]}
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Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"trees\", \"bbox\": [0.5446, 0.0, 0.9821, 0.9732]}, {\"label\": \"trees\", \"bbox\": [0.2098, 0.0, 0.7545, 0.1696]}, {\"label\": \"trees\", \"bbox\": [0.1339, 0.1964, 0.3304, 0.3348]}, {\"label\": \"trees\", \"bbox\": [0.5, 0.7188, 0.6116, 0.9241]}, {\"label\": \"trees\", \"bbox\": [0.2857, 0.4554, 0.4598, 0.6384]}, {\"label\": \"trees\", \"bbox\": [0.1786, 0.7098, 0.3616, 0.8304]}, {\"label\": \"trees\", \"bbox\": [0.3929, 0.6875, 0.4643, 0.8348]}, {\"label\": \"trees\", \"bbox\": [0.4821, 0.4688, 0.5491, 0.6027]}, {\"label\": \"trees\", \"bbox\": [0.1295, 0.6295, 0.1964, 0.7143]}, {\"label\": \"trees\", \"bbox\": [0.3259, 0.1741, 0.3839, 0.2902]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.567, 0.0536, 0.6429]}, {\"label\": \"trees\", \"bbox\": [0.567, 0.9196, 0.6071, 0.9732]}, {\"label\": \"trees\", \"bbox\": [0.4286, 0.3616, 0.4777, 0.4062]}, {\"label\": \"trees\", 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0.9196]}]"}]}]}
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+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_g002_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 33.0% of valid pixels, showing many small fragments across the tile."}]}]}
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+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_g002_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 15.2% of valid pixels, showing many small fragments across the tile."}]}]}
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+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_g002_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 11.9% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_g002_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\": [0.3214, 0.1116, 0.6339, 0.433]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6562, 0.0, 0.7812, 0.1741]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5089, 0.4509, 0.625, 0.558]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7232, 0.183, 0.8705, 0.2857]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1786, 0.6071, 0.3304, 0.7321]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3482, 0.0, 0.4509, 0.0938]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2857, 0.3839, 0.3482, 0.5045]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8884, 0.5, 0.9821, 0.5714]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.317, 0.5134, 0.3661, 0.5714]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.442, 0.0759, 0.5045, 0.1384]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4643, 0.3482, 0.5223, 0.4152]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8527, 0.1161, 0.9464, 0.1652]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8259, 0.3705, 0.8884, 0.4196]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7188, 0.6696, 0.7634, 0.7277]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6473, 0.0, 0.7009, 0.058]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2188, 0.7545, 0.2634, 0.8214]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6161, 0.9107, 0.6518, 0.9732]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8571, 0.0, 0.8839, 0.0804]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3929, 0.7589, 0.433, 0.817]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5223, 0.0223, 0.5536, 0.0625]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9152, 0.4509, 0.9509, 0.4821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4554, 0.0134, 0.4955, 0.0446]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7366, 0.1295, 0.7768, 0.1652]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8795, 0.0, 0.9241, 0.0223]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000009_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 7.88023°, -72.45672°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: CO. Vicinity: Calle 11 # 11-2, Villa del Rosario, North Santander, Colombia."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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 built (45.1%), trees (24.4%), crops (10.7%), and shrub_and_scrub (10.6%)."}]}]}
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Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"trees\", \"bbox\": [0.4241, 0.0, 0.9821, 0.4509]}, {\"label\": \"trees\", \"bbox\": [0.7411, 0.317, 0.9821, 0.9732]}, {\"label\": \"trees\", \"bbox\": [0.3348, 0.4375, 0.5268, 0.5714]}, {\"label\": \"trees\", \"bbox\": [0.4866, 0.692, 0.6607, 0.8795]}, {\"label\": \"trees\", \"bbox\": [0.3259, 0.8705, 0.3973, 0.9509]}, {\"label\": \"trees\", \"bbox\": [0.6964, 0.7054, 0.7455, 0.7991]}, {\"label\": \"trees\", \"bbox\": [0.125, 0.5134, 0.2009, 0.5893]}, {\"label\": \"trees\", \"bbox\": [0.5223, 0.4152, 0.5848, 0.5268]}, {\"label\": \"trees\", \"bbox\": [0.1964, 0.8036, 0.2589, 0.8839]}, {\"label\": \"trees\", \"bbox\": [0.1473, 0.6071, 0.192, 0.6607]}, {\"label\": \"trees\", \"bbox\": [0.6116, 0.9241, 0.6518, 0.9732]}, {\"label\": \"trees\", \"bbox\": [0.6295, 0.6027, 0.6786, 0.6473]}, {\"label\": \"trees\", \"bbox\": [0.4062, 0.0, 0.4509, 0.0446]}, {\"label\": 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{\"label\": \"crops\", \"bbox\": [0.1518, 0.6116, 0.2857, 0.7366]}, {\"label\": \"crops\", \"bbox\": [0.1473, 0.8571, 0.2455, 0.9732]}, {\"label\": \"crops\", \"bbox\": [0.4286, 0.0, 0.5268, 0.058]}, {\"label\": \"crops\", \"bbox\": [0.0848, 0.567, 0.1964, 0.6205]}, {\"label\": \"crops\", \"bbox\": [0.558, 0.3259, 0.6161, 0.4241]}, {\"label\": \"crops\", \"bbox\": [0.7679, 0.4911, 0.8214, 0.5536]}, {\"label\": \"crops\", \"bbox\": [0.3304, 0.5759, 0.4241, 0.6205]}, {\"label\": \"crops\", \"bbox\": [0.2946, 0.6652, 0.3393, 0.7054]}, {\"label\": \"crops\", \"bbox\": [0.5, 0.7098, 0.558, 0.7589]}, {\"label\": \"crops\", \"bbox\": [0.0625, 0.7188, 0.1071, 0.7946]}, {\"label\": \"crops\", \"bbox\": [0.8125, 0.7679, 0.8616, 0.7946]}, {\"label\": \"crops\", \"bbox\": [0.4286, 0.125, 0.4732, 0.1473]}, {\"label\": \"crops\", \"bbox\": [0.5982, 0.0848, 0.6607, 0.1071]}, {\"label\": \"crops\", \"bbox\": [0.442, 0.4554, 0.4821, 0.4911]}, {\"label\": \"crops\", \"bbox\": [0.3973, 0.4688, 0.433, 0.5045]}, {\"label\": \"crops\", \"bbox\": [0.4241, 0.2679, 0.442, 0.3348]}, {\"label\": \"crops\", \"bbox\": [0.1741, 0.5179, 0.2054, 0.5536]}, {\"label\": \"crops\", \"bbox\": [0.8304, 0.5804, 0.8616, 0.6161]}, {\"label\": \"crops\", \"bbox\": [0.8259, 0.4509, 0.8616, 0.4821]}, {\"label\": \"crops\", \"bbox\": [0.25, 0.5938, 0.2679, 0.6295]}, {\"label\": \"crops\", \"bbox\": [0.5045, 0.3259, 0.5268, 0.3884]}, {\"label\": \"crops\", \"bbox\": [0.2723, 0.8839, 0.3036, 0.9107]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5223, 0.3527, 0.8304, 0.6696]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5268, 0.0, 0.7188, 0.3348]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8571, 0.2366, 0.9821, 0.4152]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7098, 0.6875, 0.8259, 0.7991]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.375, 0.8482, 0.5268, 0.9732]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4866, 0.625, 0.5446, 0.7009]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5179, 0.7545, 0.567, 0.808]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6607, 0.5893, 0.7366, 0.6518]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6384, 0.317, 0.7009, 0.3795]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8482, 0.2321, 0.8973, 0.317]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9152, 0.9107, 0.9643, 0.9643]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4375, 0.192, 0.4955, 0.2589]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.125, 0.7232, 0.1696, 0.7857]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9241, 0.442, 0.9821, 0.4866]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4821, 0.125, 0.5312, 0.1652]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4866, 0.0402, 0.5223, 0.0804]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7188, 0.2634, 0.7545, 0.308]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6562, 0.25, 0.692, 0.2857]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6562, 0.683, 0.692, 0.7321]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4375, 0.1429, 0.4732, 0.183]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5, 0.6964, 0.5446, 0.7455]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8929, 0.692, 0.942, 0.7232]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5268, 0.2812, 0.558, 0.3214]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8438, 0.7188, 0.8705, 0.7455]}, {\"label\": \"built\", \"bbox\": [0.0, 0.0, 0.5446, 0.9732]}, {\"label\": \"built\", \"bbox\": [0.6741, 0.3393, 0.9196, 0.5759]}, {\"label\": \"built\", \"bbox\": [0.7589, 0.7634, 0.942, 0.9732]}, {\"label\": \"built\", \"bbox\": [0.5491, 0.6562, 0.6562, 0.7902]}, {\"label\": \"built\", \"bbox\": [0.808, 0.6116, 0.8929, 0.6964]}, {\"label\": \"built\", \"bbox\": [0.4062, 0.558, 0.5402, 0.6027]}, {\"label\": \"built\", \"bbox\": [0.6652, 0.4955, 0.7143, 0.5446]}, {\"label\": \"built\", \"bbox\": [0.6205, 0.058, 0.6786, 0.1027]}, {\"label\": \"built\", \"bbox\": [0.4955, 0.8884, 0.5312, 0.9152]}, {\"label\": \"built\", \"bbox\": [0.4241, 0.4732, 0.4554, 0.4955]}, {\"label\": \"built\", \"bbox\": [0.4866, 0.3884, 0.5134, 0.4107]}, {\"label\": \"built\", \"bbox\": [0.7143, 0.8125, 0.7366, 0.8482]}, {\"label\": \"bare_ground\", \"bbox\": [0.3795, 0.5804, 0.5357, 0.6786]}, {\"label\": \"bare_ground\", \"bbox\": [0.0357, 0.7232, 0.0759, 0.7634]}, {\"label\": \"bare_ground\", \"bbox\": [0.4688, 0.0, 0.5045, 0.0179]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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 47.4% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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\": [0.0, 0.0, 0.5446, 0.9732]}, {\"label\": \"built\", \"bbox\": [0.6741, 0.3393, 0.9196, 0.5759]}, {\"label\": \"built\", \"bbox\": [0.7589, 0.7634, 0.942, 0.9732]}, {\"label\": \"built\", \"bbox\": [0.5491, 0.6562, 0.6562, 0.7902]}, {\"label\": \"built\", \"bbox\": [0.808, 0.6116, 0.8929, 0.6964]}, {\"label\": \"built\", \"bbox\": [0.4062, 0.558, 0.5402, 0.6027]}, {\"label\": \"built\", \"bbox\": [0.6652, 0.4955, 0.7143, 0.5446]}, {\"label\": \"built\", \"bbox\": [0.6205, 0.058, 0.6786, 0.1027]}, {\"label\": \"built\", \"bbox\": [0.4955, 0.8884, 0.5312, 0.9152]}, {\"label\": \"built\", \"bbox\": [0.4241, 0.4732, 0.4554, 0.4955]}, {\"label\": \"built\", \"bbox\": [0.4866, 0.3884, 0.5134, 0.4107]}, {\"label\": \"built\", \"bbox\": [0.7143, 0.8125, 0.7366, 0.8482]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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 26.6% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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\": [0.4241, 0.0, 0.9821, 0.4509]}, {\"label\": \"trees\", \"bbox\": [0.7411, 0.317, 0.9821, 0.9732]}, {\"label\": \"trees\", \"bbox\": [0.3348, 0.4375, 0.5268, 0.5714]}, {\"label\": \"trees\", \"bbox\": [0.4866, 0.692, 0.6607, 0.8795]}, {\"label\": \"trees\", \"bbox\": [0.3259, 0.8705, 0.3973, 0.9509]}, {\"label\": \"trees\", \"bbox\": [0.6964, 0.7054, 0.7455, 0.7991]}, {\"label\": \"trees\", \"bbox\": [0.125, 0.5134, 0.2009, 0.5893]}, {\"label\": \"trees\", \"bbox\": [0.5223, 0.4152, 0.5848, 0.5268]}, {\"label\": \"trees\", \"bbox\": [0.1964, 0.8036, 0.2589, 0.8839]}, {\"label\": \"trees\", \"bbox\": [0.1473, 0.6071, 0.192, 0.6607]}, {\"label\": \"trees\", \"bbox\": [0.6116, 0.9241, 0.6518, 0.9732]}, {\"label\": \"trees\", \"bbox\": [0.6295, 0.6027, 0.6786, 0.6473]}, {\"label\": \"trees\", \"bbox\": [0.4062, 0.0, 0.4509, 0.0446]}, {\"label\": \"trees\", \"bbox\": [0.2723, 0.7634, 0.3259, 0.7902]}, {\"label\": \"trees\", \"bbox\": [0.0938, 0.6384, 0.1429, 0.6696]}, {\"label\": \"trees\", \"bbox\": [0.375, 0.0, 0.4018, 0.0402]}, {\"label\": \"trees\", \"bbox\": [0.6964, 0.7902, 0.7321, 0.8438]}, {\"label\": \"trees\", \"bbox\": [0.308, 0.5938, 0.3304, 0.6295]}, {\"label\": \"trees\", \"bbox\": [0.5268, 0.5446, 0.5759, 0.5714]}, {\"label\": \"trees\", \"bbox\": [0.6429, 0.7455, 0.6652, 0.7857]}, {\"label\": \"trees\", \"bbox\": [0.6295, 0.6741, 0.6562, 0.7098]}, {\"label\": \"trees\", \"bbox\": [0.8661, 0.375, 0.8884, 0.4018]}, {\"label\": \"trees\", \"bbox\": [0.1875, 0.942, 0.2098, 0.9732]}, {\"label\": \"trees\", \"bbox\": [0.3929, 0.6875, 0.4152, 0.7277]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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 12.4% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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\": [0.5223, 0.3527, 0.8304, 0.6696]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5268, 0.0, 0.7188, 0.3348]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8571, 0.2366, 0.9821, 0.4152]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7098, 0.6875, 0.8259, 0.7991]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.375, 0.8482, 0.5268, 0.9732]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4866, 0.625, 0.5446, 0.7009]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5179, 0.7545, 0.567, 0.808]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6607, 0.5893, 0.7366, 0.6518]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6384, 0.317, 0.7009, 0.3795]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8482, 0.2321, 0.8973, 0.317]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9152, 0.9107, 0.9643, 0.9643]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4375, 0.192, 0.4955, 0.2589]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.125, 0.7232, 0.1696, 0.7857]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9241, 0.442, 0.9821, 0.4866]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4821, 0.125, 0.5312, 0.1652]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4866, 0.0402, 0.5223, 0.0804]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7188, 0.2634, 0.7545, 0.308]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6562, 0.25, 0.692, 0.2857]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6562, 0.683, 0.692, 0.7321]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4375, 0.1429, 0.4732, 0.183]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5, 0.6964, 0.5446, 0.7455]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8929, 0.692, 0.942, 0.7232]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5268, 0.2812, 0.558, 0.3214]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8438, 0.7188, 0.8705, 0.7455]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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 12.1% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000009_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\": [0.4554, 0.7366, 0.7768, 0.9732]}, {\"label\": \"crops\", \"bbox\": [0.4375, 0.375, 0.7723, 0.6964]}, {\"label\": \"crops\", \"bbox\": [0.1518, 0.6116, 0.2857, 0.7366]}, {\"label\": \"crops\", \"bbox\": [0.1473, 0.8571, 0.2455, 0.9732]}, {\"label\": \"crops\", \"bbox\": [0.4286, 0.0, 0.5268, 0.058]}, {\"label\": \"crops\", \"bbox\": [0.0848, 0.567, 0.1964, 0.6205]}, {\"label\": \"crops\", \"bbox\": [0.558, 0.3259, 0.6161, 0.4241]}, {\"label\": \"crops\", \"bbox\": [0.7679, 0.4911, 0.8214, 0.5536]}, {\"label\": \"crops\", \"bbox\": [0.3304, 0.5759, 0.4241, 0.6205]}, {\"label\": \"crops\", \"bbox\": [0.2946, 0.6652, 0.3393, 0.7054]}, {\"label\": \"crops\", \"bbox\": [0.5, 0.7098, 0.558, 0.7589]}, {\"label\": \"crops\", \"bbox\": [0.0625, 0.7188, 0.1071, 0.7946]}, {\"label\": \"crops\", \"bbox\": [0.8125, 0.7679, 0.8616, 0.7946]}, {\"label\": \"crops\", \"bbox\": [0.4286, 0.125, 0.4732, 0.1473]}, {\"label\": \"crops\", \"bbox\": [0.5982, 0.0848, 0.6607, 0.1071]}, {\"label\": \"crops\", \"bbox\": [0.442, 0.4554, 0.4821, 0.4911]}, {\"label\": \"crops\", \"bbox\": [0.3973, 0.4688, 0.433, 0.5045]}, {\"label\": \"crops\", \"bbox\": [0.4241, 0.2679, 0.442, 0.3348]}, {\"label\": \"crops\", \"bbox\": [0.1741, 0.5179, 0.2054, 0.5536]}, {\"label\": \"crops\", \"bbox\": [0.8304, 0.5804, 0.8616, 0.6161]}, {\"label\": \"crops\", \"bbox\": [0.8259, 0.4509, 0.8616, 0.4821]}, {\"label\": \"crops\", \"bbox\": [0.25, 0.5938, 0.2679, 0.6295]}, {\"label\": \"crops\", \"bbox\": [0.5045, 0.3259, 0.5268, 0.3884]}, {\"label\": \"crops\", \"bbox\": [0.2723, 0.8839, 0.3036, 0.9107]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000003_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 43.14631°, 145.50696°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: JP. Vicinity: 173 Ochiishinishi, Nemuro-shi, Hokkaidō 088-1781, Япония."}]}]}

data/validation.jsonl

@@ -8,3 +8,4 @@
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000001_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the grass. 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\": [0.4152, 0.4866, 0.5402, 0.5848]}, {\"label\": \"grass\", \"bbox\": [0.9375, 0.442, 0.9866, 0.5759]}, {\"label\": \"grass\", \"bbox\": [0.7009, 0.1741, 0.8527, 0.2455]}, {\"label\": \"grass\", \"bbox\": [0.8884, 0.25, 0.9866, 0.3036]}, {\"label\": \"grass\", \"bbox\": [0.1652, 0.8527, 0.2277, 0.9241]}, {\"label\": \"grass\", \"bbox\": [0.9375, 0.0893, 0.9866, 0.1429]}, {\"label\": \"grass\", \"bbox\": [0.2545, 0.567, 0.3393, 0.6116]}, {\"label\": \"grass\", \"bbox\": [0.0848, 0.7455, 0.1205, 0.8259]}, {\"label\": \"grass\", \"bbox\": [0.8929, 0.6295, 0.9866, 0.6429]}, {\"label\": \"grass\", \"bbox\": [0.2589, 0.7188, 0.2902, 0.7545]}, {\"label\": \"grass\", \"bbox\": [0.625, 0.7991, 0.6696, 0.8393]}, {\"label\": \"grass\", \"bbox\": [0.2902, 0.2946, 0.3393, 0.3259]}, {\"label\": \"grass\", \"bbox\": [0.3125, 0.5223, 0.3616, 0.5536]}, {\"label\": \"grass\", \"bbox\": [0.5804, 0.8482, 0.6205, 0.8884]}, {\"label\": \"grass\", \"bbox\": [0.6786, 0.7902, 0.7143, 0.8214]}, {\"label\": \"grass\", \"bbox\": [0.8973, 0.183, 0.9375, 0.2277]}, {\"label\": \"grass\", \"bbox\": [0.2589, 0.6562, 0.2902, 0.683]}, {\"label\": \"grass\", \"bbox\": [0.0714, 0.6518, 0.0893, 0.692]}, {\"label\": \"grass\", \"bbox\": [0.3125, 0.7589, 0.3661, 0.7812]}]"}]}]}
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000001_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 5.7% of valid pixels, showing many small fragments across the tile."}]}]}
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000001_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\": [0.1696, 0.4866, 0.3393, 0.5893]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1562, 0.6295, 0.2812, 0.7411]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2812, 0.5982, 0.4062, 0.7545]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2946, 0.7054, 0.3616, 0.7723]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6518, 0.7723, 0.7098, 0.8214]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1384, 0.5625, 0.183, 0.6161]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.933, 0.0357, 0.9821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5759, 0.8348, 0.6384, 0.8839]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4732, 0.5268, 0.5179, 0.567]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3929, 0.5179, 0.4375, 0.5893]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.375, 0.5893, 0.4018, 0.6384]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.933, 0.1429, 0.9643, 0.1964]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3482, 0.4375, 0.3929, 0.4688]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000003.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 43.17614°, 145.50305°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: JP. Vicinity: 173 Ochiishinishi, Nemuro-shi, Hokkaidō 088-1781, Япония."}]}]}

metadata/poi_000009_g001_t0000.json

@@ -0,0 +1,578 @@
+{
+  "poi_id": "poi_000009_g001",
+  "split": "train",
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+  "stac_item_id": "S2B_18NYP_20260228_0_L2A",
+  "stac_rgb_meta": {
+    "assets": [
+      "C:\\Users\\MeMyself\\nutonic\\data\\downloads\\lfm_vl_test_upload_work\\batch_00009\\poi_000009_g001\\sentinel-2-l2a\\S2B_18NYP_20260228_0_L2A\\visual.tif"
+    ],
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+  },
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+    "src_shape": [
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+  },
+  "grid": {
+    "crs": "EPSG:32618",
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+  "tile_origin_native": [
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+  "tile_index": 0,
+  "tile_stem": "poi_000009_g001_t0000",
+  "caption": "This satellite imagery is dominated by built (85.7%), trees (4.5%), shrub_and_scrub (2.4%), and crops (1.6%).",
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+    {
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+      "area_px": 42995
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+    {
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+      "label": "bare_ground",
+      "class_id": 7,
+      "area_px": 87
+    }
+  ],
+  "class_fractions": {
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+    "4": 0.0199,
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+    "6": 0.8987,
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+  }
+}

metadata/poi_000009_g002_t0000.json

@@ -0,0 +1,1150 @@
+{
+  "poi_id": "poi_000009_g002",
+  "split": "train",
+  "bbox_wgs84": [
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+  "latitude": 7.869058530661457,
+  "longitude": -72.44753152995966,
+  "stac_item_id": "S2B_18NYP_20260228_0_L2A",
+  "stac_rgb_meta": {
+    "assets": [
+      "C:\\Users\\MeMyself\\nutonic\\data\\downloads\\lfm_vl_test_upload_work\\batch_00009\\poi_000009_g002\\sentinel-2-l2a\\S2B_18NYP_20260228_0_L2A\\visual.tif"
+    ],
+    "source": "visual_or_thumbnail"
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+  "land_cover_label_meta": {
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+  "grid": {
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+  "tile_stem": "poi_000009_g002_t0000",
+  "caption": "This satellite imagery is dominated by trees (34.6%), built (31.3%), crops (13.6%), and shrub_and_scrub (9.0%).",
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+    {
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+    {
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metadata/poi_000009_g003_t0000.json

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metadata/poi_000009_t0000.json

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