Matching cohort counts do not prove dataset identity
A historical-cutoff requery of Supabase or Postgres can reproduce the same aggregate class counts while still differing in row content, nested evidence, mutable metadata, or media bytes. Treat count parity only as census corroboration. Exact experiment reproduction requires the o…