North Branch Phelps Creek is a stream located in Livingston County, Kentucky. It appears on the Smithland USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 326.30 feet (99.46 m) above sea level. The nearest populated place is Birdsville, approximately 0.9 miles to the SW.