Sometimes the role of your system is to be the authoritative source of data that it has aggregated, validated, and canonicalized.

This is great. Then I would consider the aggreated, validated, and canonicalized source as a Golden Source. Where I've seen issues is that someone starts to query from a nonauthoritative source because they know about it, instead of going upstream to a proper source.