Poor Fork Cumberland River is a stream located in Harlan County, Kentucky. It appears on the Harlan USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,152.60 feet (351.31 m) above sea level. The nearest populated place is Baxter, approximately 0.3 miles to the W.