Township of Pershing is a civil located in Jackson County, Indiana. It appears on the Waymansville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 738.19 feet (225.00 m) above sea level. The nearest populated place is Spraytown, approximately 2.3 miles to the E.