William was born at Cotton, Suffolk, the second son of Michael de la Pole, 2nd Earl of Suffolk, and Katherine de Stafford, daughter of Hugh de Stafford, 2nd Earl of Stafford, KG, and Philippa de Beauchamp. The body of de la Pole was returned to the Collegiate Church at Wingfield, Suffolk, where it was buried beneath a purfled arch.