Rock Spring Branch is a stream located in Giles County, Tennessee. It appears on the Campbellsville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 782.50 feet (238.51 m) above sea level. The nearest populated place is Liberty Hill, approximately 2.5 miles to the NNW.