Township of Cornplanter is a civil located in Venango County, Pennsylvania. It appears on the Oil City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,340.42 feet (408.56 m) above sea level. The nearest populated place is Plumer, approximately 0.9 miles to the NE.