Data Examples
Data examples: one schema
Three domains, one schema. Every record arrives structured, embedded (vec[1536]), and traceable (prov). Per-platform examples live on each site's detail page in the directory.
| Field | Description |
|---|---|
| id | Globally unique record ID |
| src / platform | Domain + source platform |
| lang | Language (BCP-47) |
| text / title | Structured body content |
| metrics | Engagement / price / sales metrics per domain |
| vec | 1536-dim retrieval-ready vector |
| prov | Provenance hash + capture timestamp |
SOCIAL · Xiaohongshu (RED) Detail →
GET /v1/search · platform=xiaohongshuprovenance
{
"id": "soc_xia_bd8c…",
"src": "social",
"platform": "xiaohongshu",
"lang": "zh-CN",
"text": "早八人通勤咖啡测评｜这三家真的值",
"author": {
"uid_hash": "7be2…",
"followers": 56900
},
"metrics": {
"likes": 3204,
"comments": 517,
"saves": 1188
},
"comment_thread": [
"第二家我也天天喝",
"求地址！"
],
"extra": {
"note_type": "image",
"topic": "#咖啡测评"
},
"vec": "[1536 dims]",
"prov": {
"hash": "0xd6fe24f2",
"ts": "2026-07-04T09:12:41+08:00"
}
}E-COMMERCE · Shopee Detail →
GET /v1/search · platform=shopeeprovenance
{
"id": "eco_sho_f873…",
"src": "ecommerce",
"platform": "shopee",
"lang": "th-TH",
"title": "หูฟังไร้สาย รุ่นใหม่ 2026",
"price": {
"current": 1290,
"currency": "THB",
"drop_7d": -12
},
"metrics": {
"rating": 4.8,
"orders": 2043,
"reviews": 861
},
"review_sample": [
"ราคานี้คุ้มมาก รีวิวจริง"
],
"extra": {
"shop_type": "mall",
"stock": 412
},
"vec": "[1536 dims]",
"prov": {
"hash": "0xf55dd09a",
"ts": "2026-07-04T09:12:41+08:00"
}
}WEB · CN Media Detail →
GET /v1/search · platform=cn-mediaprovenance
{
"id": "web_cn-_c4bf…",
"src": "web",
"platform": "cn-media",
"lang": "zh-CN",
"title": "某平台更新开放 API 条款",
"sentiment": {
"score": -0.34,
"label": "negative"
},
"entities": [
"platform_x",
"api_policy"
],
"extra": {
"freshness_s": 312,
"outlet_tier": 1
},
"vec": "[1536 dims]",
"prov": {
"hash": "0xf3020a59",
"ts": "2026-07-04T09:12:41+08:00"
}
}Provenance · Platform policy and litigation are this industry's structural risks. The provenance ledger makes every record defensible: source, time, and licensing path fully auditable — for procurement, the precondition of a signable contract.