Coal Bed Branch is a stream located in Wise County, Texas. It appears on the Bridgeport West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 836.61 feet (255.00 m) above sea level. The nearest populated place is Runaway Bay, approximately 1.0 miles to the WNW.