Daniel was the son of William Franklin Smith and Lela Etta Branch Smith. He served in the United States Army during World War II. On 17 November 1945, Daniel Webster Smith and Eleanor Stout were married.
Three of Daniel's ancestors are documented Daughters of the American Revolution soldiers and patriots. These ancestors are Ensign Walter Poole, 2nd Lt. Miles Gathright and Major Croom.