Wolf Schelvis was a son of Arie Schelvis and Elsje Polak. He came from a family with seven children. His siblings were Mozes, Levie, Marianne, Rebecca, Salomon and Esther.
Wolf married Rebecca van der Woude in Amsterdam on 6 June 1928.
City Archive of Amsterdam, archive card of Arie Schelvis.