Philip had seven children by Elisabeth, with only one being a son, Balthasar Charles, who died at the age of sixteen in 1646.
Filip a avut șapte copii cu Elisabeta dintre care un singur fiu, Baltasar Carlos, care a murit la vârsta de 16 ani, în 1646.