White Pine Spring is a spring located in Mifflin County, Pennsylvania. It appears on the Coburn USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,420.12 feet (432.85 m) above sea level. The nearest populated place is Poe Mills (historical), approximately 1.8 miles to the NNE.