Wolf Hilbertz was born in Gütersloh, Germany in 1938, the first child of Rudolf Hilbertz (1909-1995) and Erna Hilbertz, née Uslat (1906-2008).
As war refugees, he and his family settled in Detmold, Germany in 1946.