John Philip Frank was the 5th child born of Henry and Kunigunda Frank. He was baptized at St. James Catholic Church in Baltimore, and was married there as well. (His parents also married at St. James Catholic Church.)
He married Catherine Kleiderlein in 1906, and they had seven children. John and Katherine are buried with Katherine's parents in a Kleiderlein family plot.