Nealie Branch is a stream located in Knox County, Kentucky. It appears on the Fount USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,020.58 feet (311.07 m) above sea level. The nearest populated place is Girdler, approximately 2.4 miles to the WSW.