In Bonanno's book he claims his father was a leader in Sicily, and there are suggestions he was a leader of the Castellammarese in Brooklyn in the 1910's before the family went back home after, I think, Bonnano's uncle died.

So, like Gambino, he did have a mafia pedigree.