 In this episode, Col. Potter relates that he "lied about [his] age  to get into World War I." Since enlistees had to be 18, Potter could  not have been more than 17 years old between the US entering the war  in 1917 and the Armistice, making him no older than 51 during the  Korean War. Later episodes establish that Potter was Cavalry officer  in WWI.