Leakage Forensics Lab

You receive a suspiciously accurate pipeline with no explanation. Find post-outcome fields, repeated entities, preprocessing fitted before splitting, proxy labels, and test-driven tuning. Construct a time-of-availability table and tests that prevent recurrence.

Deliver the forensic report, repaired split, before/after metrics, and explanation of why the lower score is more credible.