Coalbank Creek is a stream located in Bledsoe County, Tennessee. It appears on the Billingsley Gap USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,702.76 feet (519.00 m) above sea level. The nearest populated place is Schoolfield (historical), approximately 1.5 miles to the SSW.