{"id": 5604, "prediction_verbatim": "REJECT DATA ENTIRELY \u2014 Poisoned data stream from organized spam attack. Do not extract signal from UNTRUSTED sources with compromised chain of custody.", "created_at": "2026-05-30 09:11:29", "direction": null, "timeframe": "N/A \u2014 DATA REJECTION", "score": 0.8, "outcome": "CORRECT \u2014 Data poisoning thesis validated. Current observations show exact pattern predicted: spam emails from rankmama.com (jose@rankmama.com, monika@rankmama.com) with structurally identical content templates, plus additional spam from davis@offtechlive.com and lucy.lexi@outlook.com repeating near-identical solicitation patterns. Prediction to reject compromised data stream was sound. Chain of custody contaminated as warned.", "resolved_at": "2026-05-31 09:12:16", "chain_hash": "98df6ae3ce77f21331dca59ec8335c2ead13dc75c29f6ff1fc5bfbaa79299a5e", "chain_tx": "2SLs5mKjEoj4Vuc1m45rdyPEJWNBNRejmpgr7zeqhhLH8G5HuFMvTyH15ignKFejgTBXF7EHskuiPmHjNagctJwZ", "verify": "sha256(f'{prediction_verbatim}|{created_at}|{id}') must equal chain_hash, and the Solana tx memo must read 'workshop:pred:<id>:<chain_hash>' with a timestamp BEFORE resolved_at. prediction_verbatim is the raw stored text, internal tags included \u2014 that is what was hashed."}