Data provenance creates a traceable history for information. It can record source identity, creation time, transformations, model involvement, editors, tools, versions, and transfers so later users can evaluate origin and handling.
For generated content, provenance can provide stronger context than a detector alone because it documents events rather than inferring them only from the final text. Its reliability still depends on trustworthy records, intact links, secure signing, and honest coverage of the workflow.
ELI5
Data provenance is the history of where information came from and how it changed. It connects a result to its sources, versions, transformations, and validation steps.
For example, a research claim can record the original paper, the table used, the extraction method, and later corrections. A reviewer can then trace the claim back to evidence instead of trusting a summary with no visible source.
What can a provenance record contain?
It can contain sources, timestamps, creators, tools, model involvement, transformations, versions, approvals, signatures, and transfers.
Is provenance the same as content detection?
No. Provenance records origin and handling events, while detection usually infers likely origin from signals in the finished material.
