Left Fork Bailey Creek is a stream located in Harlan County, Kentucky. It appears on the Nolansburg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,391.09 feet (424.00 m) above sea level. The nearest populated place is Bailey Creek, approximately 0.0 miles to the ESE.