Hardin was the second son, and fourth child, of Benjamin Hardin II and Margaret Hooper. He was older brother to Captain John Hardin (1736–1802) (noted as the hero who turned the tide of battle for the patriots at the Battle of Ramsour's Mill during the "Southern Campaign" of the Revolutionary War) and Sarah Hardin, wife to Lt. Col. Frederick Hambright.