Kempville Branch is a stream located in Smith County, Tennessee. It appears on the Carthage USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 502.86 feet (153.27 m) above sea level. The nearest populated place is Difficult, approximately 1.3 miles to the N.