Texas History, Genealogy, Old Photos, Postcards, Maps, and Information. Javascript is required to view this map. Hemphill County, Texas. Hemphill County; Hemphill County lies in the rolling plains on the eastern edge of the Panhandle, east of the Texas High Plains.