A traceable record of where each dataset originated: Which description best captures what that activity
Data lineage and provenance is a traceable record of each dataset's origin and how it was transformed.
The question
A governance policy calls for establishing data lineage and provenance for training datasets. Which description best captures what that activity produces? The team wants the definition that matches the objective.
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- A traceable record of where each dataset originated and how it changed over time. ✓Correct because III.B.2 is about establishing and documenting data lineage and provenance, i.e., origin and transformation history.
- A ranked list of model risks ordered by their likelihood and their potential severity.Plausible but wrong: that describes a harms matrix (III.A.4), not the origin-and-transformation record of data.
- A standardized summary of the model's intended use and performance limits.Almost right because both are documentation, but that is a model card (III.C.1), not data provenance.
- A schedule stating how often the model is retrained after it is deployed.Plausible but wrong: a retraining cadence is a maintenance control (III.C.2), unrelated to data origin tracing.
The trap
Confusing data provenance with model documentation or risk ranking. How to remember it
Data lineage and provenance is a traceable record of each dataset's origin and how it was transformed.
How many of these would you get right?
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Every answer, right and wrong, comes with its own explanation.