v1.0.5 Data Quality and Validation release

[sudoshi]

Coordinate the v1.0.5 data integrity release targeted for April 13, 2026.

Outcome:

• Validate the correctness of characterization, vocabulary, ingestion, and schema behavior.
• Catch silent data integrity problems before performance work begins.