Township of Templeton is a civil located in Atchison County, Missouri. It appears on the Rock Port USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 890.52 feet (271.43 m) above sea level. The nearest populated place is Phelps City, approximately 0.6 miles to the ENE.