Woolum Branch is a stream located in Bell County, Kentucky. It appears on the Pineville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,050.25 feet (320.12 m) above sea level. The nearest populated place is Rella, approximately 0.6 miles to the NNW.