The idea for Sonny Corleone was based on Sonny Capone, Al Capone's son.

Also, Connie Corleone was based on Paul Castellano's daughter, Connie, who was abused by her husband. The only difference is that Connie's (Paul Castellano's daughter) husband went missing after Paul Castellano found out about him abusing his daughter.