All award names, players, coaches, and records here are illustrative. Final award and championship retrieval is not established by the proof of concept. The saved 2026 sample is independent of 2027: later season data does not change earlier snapshots. Tracking begins in 2026, Week 3 in this example; it does not establish full historical backfill.