This name originates from the first permanent settlers, Issac and Aaron Jernigan, cattlemen who moved from the state of Georgia and acquired land 2 miles northwest of Fort Gatlin along the west end of Lake Holden in July 1843 by the terms of the Armed Occupation Act.