Phelps Creek is a stream located in Butler County, Kentucky. It appears on the Welchs Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 425.39 feet (129.66 m) above sea level. The nearest populated place is Brooklyn, approximately 0.2 miles to the SSE.