Township of Lake Prairie is a civil located in Nicollet County, Minnesota. It appears on the Norseland USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 961.29 feet (293.00 m) above sea level. The nearest populated place is Rush River, approximately 3.7 miles to the N.