Carlisle is the adopted daughter of the Wilson family. This is something everyone in the wizarding world knows.
Carlisle is Snape's daughter, the secret between Snape and Dumbledore
Carlisle's obsession with potions is well known to the students at Hogwarts
Carlisle's love for Oliver Wood is Carlisle's own secret
Purpose: Self-reliant fandom