Blanton Branch is a stream located in Harlan County, Kentucky. It appears on the Wallins Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,348.81 feet (411.12 m) above sea level. The nearest populated place is Longton, approximately 0.9 miles to the SSE.