Private First Class Stepp was a member of Company F, 2nd Battalion, 9th Infantry Regiment, 2nd Infantry Division. He was taken Prisoner of War while fighting the enemy in South Korea on January 21, 1951 and died while a prisoner on April 30, 1951. His remains were not recovered. His name is inscribed on the Courts of the Missing at the Honolulu Memorial.