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TruthBear AI Dataset Takedown Gauge
x402
TruthBear AI Dataset Takedown Gauge is a paid API for AI agents from api.truthbear.co, paid per call via x402, $0.25/call, status unknown (last checked 2026-09-13).
Returns a 3-leg sequential chain signal tracking the takedown lifecycle of a specific AI training dataset — from access pressure and legal notices through current availability to final disposition (gated, withdrawn, or deleted).
Price / call$0.25
Success—
StatusUnknown
How this service works
[3-LEG] AI dataset takedown chain, one dataset (?entity=laion-5b): leading access pressure from gating and legal notices -> current current availability -> realized lifecycle to gated, withdrawn or deleted (confirmation gate). A chain, not one reading: confidence = how many legs are lit, in order. Sources: host registries and official notices. Descriptive only, never a forecast or advice. No data -> 422 no_charge, not billed. $0.25 per call.
Output
A JSON object representing a 3-leg sequential confidence chain: leg 1 is leading access pressure (gating pressure, legal notices); leg 2 is current availability status; leg 3 is realized lifecycle disposition (gated, withdrawn, or deleted). Confidence score reflects how many legs are confirmed in order. Returns 422 with no charge if no data is available for the requested entity.
Example use cases
Monitoring LAION-5B legal takedown status
“Can you check whether LAION-5B is still available or if it's been gated or taken down — I want to know how far along the takedown chain it is right now.”
Checking Books3 dataset availability for model training
“Is the Books3 dataset still usable for training, or has it been hit with legal notices and restricted? Give me the current lifecycle stage.”
Tracking MS-Celeb-1M deletion confirmation
“Has MS-Celeb-1M been fully deleted or is it still in a gated or withdrawn state? I need to know if it's gone for compliance reasons.”
Technical details
Endpoint
GEThttps://api.truthbear.co/gauge/aidataset-regionWhen to prefer
Use this endpoint when you need a structured, sequential chain assessment of an AI training dataset's takedown lifecycle — from legal pressure through final disposition — sourced from host registries and official notices. Prefer this over general web search when you need a standardized, confidence-scored signal rather than unstructured news. Not suitable for forecasting or legal advice.
Side effects
- 422 no_charge returned when no data exists for the requested entity — caller is not billed
- Invalid or unrecognized entity ID returns an error — use GET /gauge/catalog?signal_id=<signal_id> to retrieve the accepted entity list
- Network or upstream registry unavailability may delay or block readings
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| input | object | |
| output | object |
Output
Schema · Response
{
"type": "json",
"example": {
"legs": {
"lifecycle": {
"band": "dead",
"source_ref": "https://laion.ai/notes/laion-maintanence/",
"record_hash": "sha256:8a2c51b41f795f544187d5a48cd1b6cd40689756e7daebb1bc037d820c191208"
},
"legal_distress": {
"band": "order",
"source_ref": "https://laion.ai/notes/laion-maintanence/",
"record_hash": "sha256:75e7f05d78f093c0e1f158fc1e1985b338105e25f8bba0e2f6e9423ee176efd1"
},
"model_lineage_exposure": {
"band": "systemic",
"source_ref": "https://laion.ai/notes/laion-maintanence/",
"record_hash": "sha256:46860523c8952785f85772b348501b06fb3631a0e2883decbdd65b026e9d592c"
}
},
"name": "LAION-5B",
"grade": "screening-level, not decision-grade",
"scope": {
"full": "https://api.truthbear.co/scope/v1",
"verifiability": "unknown",
"monitoring_not_forecast": true,
"intelligence_not_command": true
},
"entity": "laion-5b",
"nature": "This API supplies data organisation and trend description only. It is not a recommendation to act; the decision is yours. Purely descriptive - no judgement, no prediction. Official source plus record_hash; verify with the free /gauge/verify.",
"provenance": {
"freshness": "recent",
"age_hours_now": 162,
"freshness_basis": "cadence=default; fresh<=24h; recent<=192h; dead_source>1440h; age_basis=request-time(now minus observed_at)"
}
}
}Tags
x402
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