Data & Databases
Data provenance
Information about the origin, ownership, collection, and history of a dataset.
Example
A dataset record identifies where each source file came from and how it was changed.
Why it matters
It helps people assess trust and responsibility for material gathered elsewhere.
You'll hear it
“Where did these examples come from, and who collected them?”
Can you control it?
Set by the team
The people building or running the AI choose this setup. An everyday user generally needs their help to change how this part works.
Common questions
- Does a documented origin guarantee good quality?
- No. A clearly identified source can still contain mistakes or limitations.
- Can provenance matter after data is transformed?
- Yes. Earlier collection choices and rights can remain relevant to later versions.
- Is provenance the same as the current storage address?
- No. It concerns origin and history, not only where the files are now kept.