Stephen was born into the prestigious and influential "gens" (clan) Rátót, as the son of Dominic I, who was killed in the Battle of Mohi in 1241. Stephen had three brothers, Roland I, Oliver I and Leustach II, and a sister, who married Maurice Pok.