World-model data glossary

Dataset provenance

Definition

The traceable history of where data came from, who collected or transformed it, which tools were used, and how a released file relates to its source.

Why it matters

Provenance supports debugging, rights review, attribution, reproducibility, and targeted withdrawal.

Example

A normalized shard links to raw capture checksums, transformation code, parameters, reviewer, and release decision.