Data Provenance
Data Provenance
Know where the answer begins.
Interactive workflow
Illustrative scenarios. Local demonstration.
No production model is being evaluated.
Take control.
Explore a policy decision
Summarize this approved, unclassified source packet for its authorized review team.
The purpose and receiving audience match the scenario’s approved boundary. Preserve source context in the summary.
Capabilities
Data Provenance / 01
Source lineage
Track where relevant inputs came from and how they were transformed before they reached the model or reviewer.
Discuss this capability
Data Provenance / 02
Permission context
Connect data use to its approved purpose and audience. Technical availability does not establish permission to reuse.
Discuss this capability
Data Provenance / 03
Uncertainty
Show absent, conflicting, stale, or unverifiable source information as part of the decision context.
Discuss this capability
An accountable workflow
Connect an output to its inputs, source permissions, transformation history, and the limits of what those sources can establish. Define the use case, permitted information, and decision owner before evaluating the workflow.
Evidence for the next decision
Keep the applicable policy, source context, review, and outcome connected. A decision record should support reconstruction, correction, and a fresh assessment when circumstances change.
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