messages listlengths 3 3 | metadata dict |
|---|---|
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000000",
"profiles": [
"oceanscout"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000001",
"profiles": [
"landshift",
"oceanscout"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000003",
"profiles": [
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000004",
"profiles": [
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000005",
"profiles": [
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000006",
"profiles": [
"oceanscout",
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000008",
"profiles": [
"landshift",
"oceanscout"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000009",
"profiles": [
"landshift",
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000010",
"profiles": [
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000011",
"profiles": [
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000012",
"profiles": [
"oceanscout",
"landshift",
"oceanscout"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000013",
"profiles": [
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000015",
"profiles": [
"landshift",
"oceanscout"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000016",
"profiles": [
"landshift",
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000018",
"profiles": [
"landshift",
"oceanscout",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000019",
"profiles": [
"landshift",
"landshift",
"oceanscout"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000021",
"profiles": [
"landshift",
"oceanscout"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000022",
"profiles": [
"oceanscout",
"oceanscout",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000023",
"profiles": [
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000024",
"profiles": [
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000025",
"profiles": [
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000027",
"profiles": [
"landshift",
"landshift",
"oceanscout",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000029",
"profiles": [
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000032",
"profiles": [
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000033",
"profiles": [
"landshift",
"landshift",
"oceanscout",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000035",
"profiles": [
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000037",
"profiles": [
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000038",
"profiles": [
"landshift",
"oceanscout",
"oceanscout",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000039",
"profiles": [
"landshift",
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000040",
"profiles": [
"landshift",
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000041",
"profiles": [
"oceanscout",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000042",
"profiles": [
"oceanscout"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000044",
"profiles": [
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000046",
"profiles": [
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000047",
"profiles": [
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000048",
"profiles": [
"oceanscout",
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000051",
"profiles": [
"oceanscout",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000052",
"profiles": [
"oceanscout"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000053",
"profiles": [
"oceanscout"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000057",
"profiles": [
"oceanscout"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000058",
"profiles": [
"landshift",
"oceanscout"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000059",
"profiles": [
"oceanscout",
"oceanscout",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000060",
"profiles": [
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000061",
"profiles": [
"landshift",
"oceanscout"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000063",
"profiles": [
"landshift",
"landshift",
"landshift",
"oceanscout"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000064",
"profiles": [
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000065",
"profiles": [
"landshift",
"oceanscout"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000066",
"profiles": [
"landshift",
"oceanscout",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000067",
"profiles": [
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000069",
"profiles": [
"landshift",
"landshift",
"oceanscout",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000070",
"profiles": [
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000071",
"profiles": [
"landshift",
"oceanscout",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000072",
"profiles": [
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000073",
"profiles": [
"landshift",
"oceanscout",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000074",
"profiles": [
"landshift",
"landshift",
"oceanscout"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000075",
"profiles": [
"landshift",
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000076",
"profiles": [
"oceanscout",
"landshift",
"oceanscout",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000077",
"profiles": [
"landshift",
"oceanscout"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000079",
"profiles": [
"landshift",
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000081",
"profiles": [
"landshift",
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000082",
"profiles": [
"oceanscout",
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000084",
"profiles": [
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000085",
"profiles": [
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000086",
"profiles": [
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000087",
"profiles": [
"oceanscout",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000088",
"profiles": [
"oceanscout",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000089",
"profiles": [
"landshift",
"oceanscout",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000090",
"profiles": [
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000091",
"profiles": [
"landshift",
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000092",
"profiles": [
"landshift",
"oceanscout",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000093",
"profiles": [
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000095",
"profiles": [
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000097",
"profiles": [
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000098",
"profiles": [
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000099",
"profiles": [
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000100",
"profiles": [
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000103",
"profiles": [
"landshift",
"landshift",
"landshift",
"oceanscout"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000104",
"profiles": [
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000106",
"profiles": [
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000108",
"profiles": [
"oceanscout",
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000109",
"profiles": [
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000110",
"profiles": [
"landshift",
"oceanscout",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000112",
"profiles": [
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000114",
"profiles": [
"landshift",
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000115",
"profiles": [
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000116",
"profiles": [
"landshift",
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000117",
"profiles": [
"landshift",
"landshift",
"oceanscout"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000118",
"profiles": [
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000119",
"profiles": [
"oceanscout",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000120",
"profiles": [
"oceanscout",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000122",
"profiles": [
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000123",
"profiles": [
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000124",
"profiles": [
"landshift",
"oceanscout",
"oceanscout"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000126",
"profiles": [
"oceanscout",
"landshift",
"oceanscout"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000127",
"profiles": [
"landshift",
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000128",
"profiles": [
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000129",
"profiles": [
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000132",
"profiles": [
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000135",
"profiles": [
"landshift",
"landshift",
"landshift"
]
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | {
"sample_id": "brief_000136",
"profiles": [
"landshift",
"landshift",
"landshift"
]
} |
End of preview. Expand in Data Studio
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
BriefComposer SFT
Multi-image analytical brief rows composed from completed FireWatch, OceanScout, LandShift, and FloodPulse dataset folders (metadata/ + images/). Each sample stitches 1–4 images and metadata-derived headlines into one executive-style assistant reply.
Record counts (this build)
| Split | JSONL lines |
|---|---|
| train | 2355 |
| validation | 310 |
| test | 335 |
| total | 3000 |
Inputs
- Source roots: one or more
--source-rootdirectories (each must containimages/andmetadata/from the profile builders). - CLI:
build_lfm_vl_brief_sft.py --samples Ncontrols JSONL line count. Run after the four temporal profile datasets are built so metadata and PNGs exist.
Dataset layout
data/train.jsonl,data/validation.jsonl,data/test.jsonl— VLM SFT samples (messageslist with system/user/assistant content; images referenced by relative paths under this folder).images/— PNG chips (typically mixed profile images per row) consumed by the JSONL.metadata/— one JSON sidecar per tile/sample (scene ids, bbox, optionalregions, profile tag).
Splits
Train / validation / test use a stable hash of the synthetic sample id (brief_######) assigned at compose time.
Regenerating locally
Run from the nutonic repository root (paths relative to that root):
python data/scripts/build_lfm_vl_brief_sft.py <see --help for required args>
Upload to the Hub (requires a token with write access to the target dataset repo):
export HF_TOKEN="hf_..." # or HUGGING_FACE_HUB_TOKEN
python data/scripts/build_lfm_vl_brief_sft.py ... --upload-repo NuTonic/brief-composer-sft-v1 --hf-token "$HF_TOKEN"
Skip upload with --no-upload. Resume partial STAC downloads with --skip-existing.
Orchestrator (all PRO profiles)
python data/scripts/run_pro_sft_orchestrator.py \
--events-per-profile 0 \
--hf-org YOUR_ORG \
--upload-repo-firewatch YOUR_ORG/firewatch-sft-v1 \
--hf-token "$HF_TOKEN"
Use --upload-repo-<profile> per profile, or --hf-org to upload to YOUR_ORG/<default-repo-suffix> for each builder. See run_pro_sft_orchestrator.py --help.
Environment
| Variable | Purpose |
|---|---|
HF_TOKEN or HUGGING_FACE_HUB_TOKEN |
Hub upload if --hf-token is not passed. |
HTTP_PROXY / HTTPS_PROXY |
Optional; if your network requires a proxy to reach STAC and Hugging Face. |
STAC: scenes are resolved from Element84 Earth Search (sentinel-2-l2a by default). No Earth Engine or Mapbox keys are required for this pipeline.
Hub target for this artifact
Dataset repo id: NuTonic/brief-composer-sft-v1
Card URL: https://huggingface.co/datasets/NuTonic/brief-composer-sft-v1
Limitations
- Optical-only Sentinel-2; cloud cover and revisit gaps can drop events or leave empty change masks.
- Detections and captions are heuristic (indices / thresholds), not operational truth labels.
- Assistant text follows conservative wording (candidates, confidence qualifiers).
- Downloads last month
- 25