Chestnut Log Branch is a stream located in Graham County, North Carolina. It appears on the Tuskeegee USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,874.55 feet (571.36 m) above sea level. The nearest populated place is Tuskeegee, approximately 0.1 miles to the WNW.