Cole Branch is a stream located in Sullivan County, Tennessee. It appears on the Indian Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,337.66 feet (407.72 m) above sea level. The nearest populated place is Rock City, approximately 1.6 miles to the SW.