William Harrison was a direct descendant of President William Henry Harrison. He graduated from the U.S. Naval Academy at Annapolis, Class of 1889. His son graduated from West Point in 1917, earning the Distinguished Service Cross and Silver Star in World War II, and retired as an Army General.