His mother was the legitimised daughter of John of Gaunt, 1st Duke of Lancaster and Katherine Swynford.
William was one of a number of the Neville sons to make a good match, marrying the Fauconberg heiress Joan Fauconberg and taking the title Lord Fauconberg - just as his nephew Richard Neville married the Warwick heiress and became Earl of Warwick.