Ursa Labeling

Forensic Expert Console · label.bearsignal.ai

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Ursa LabelingForensic Expert Console

Annotator: — ·

Initial Annotation Queue · STRONG Grey Flags

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🔒 point-in-time red line: the FEATURES_AT_FLAG panel below is read-only. Annotations must never backfill/modify features_at_flag (Ursa Constitution §4).

Snapshot Features at Flag (FEATURES_AT_FLAG · read-only)

Grey Flag Basis (GREY_FLAG_BASIS)

Generative Reasoning Chain (structured · not prose)

① OBSERVATION — the specific data point (which snapshot value is anomalous) ② INFERENCE — what this observation implies ③ FRAUD SIGNAL — the fraud/manipulation signal it points to (or why it doesn't) ④ EVIDENCE CHAIN — ordered evidence items

VERDICT (§3 must include negatives)

Confirmed fraud signal

Benign / Clean

Inconclusive

CONFIDENCE (1–5) Notes (optional)