Data Provenance
Data Provenance
Know where the answer begins.
Data Provenance / Interactive example
Follow the source.
Select each part of a briefing lineage and inspect the permission gap at the audience boundary.
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Capabilities
Data Provenance / 01
Source lineage
Track where relevant inputs came from and how they were transformed before they reached the model or reviewer.
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Data Provenance / 02
Permission context
Connect data use to its approved purpose and audience. Technical availability does not establish permission to reuse.
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Data Provenance / 03
Uncertainty
Show absent, conflicting, stale, or unverifiable source information as part of the decision context.
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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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