Bear Branch is a stream located in Harlan County, Kentucky. It appears on the Louellen USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,544.58 feet (470.79 m) above sea level. The nearest populated place is Closplint, approximately 0.1 miles to the SSE.