Township of Grand Prairie is a civil located in Nobles County, Minnesota. It appears on the Adrian SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,469.82 feet (448.00 m) above sea level. The nearest populated place is Ellsworth, approximately 2.2 miles to the SW.