Township of Granite Ledge is a civil located in Benton County, Minnesota. It appears on the Rum River USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,174.54 feet (358.00 m) above sea level. The nearest populated place is Brennyville, approximately 4.5 miles to the WNW.