Provenance is the data’s paper trail. Without it, a number or label can look more trustworthy than it is.
Why it matters
Knowing the source, date and transformations helps people judge whether information is current, accurate and appropriate for the decision being made.
What good provenance shows
It should identify the source, collection time, important changes, permissions and any models or people that produced a conclusion.