Township of Coal Creek is a civil located in Pawnee County, Oklahoma. It appears on the Masham USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 901.27 feet (274.71 m) above sea level. The nearest populated place is Ralston, approximately 2.7 miles to the NNE.