Nadia references Rocky in this episode. Burt Young (Paulie) appears in prior episodes.
Natasha Lyonne (Nadia) and Dascha Polanco (Beatrice) were previously on Orange is the New Black together; their characters (Nicki and Daya) serve time in the same prisons, both minimum and maximum security.