Cornelian Lake (historical) is a lake located in Potter County, South Dakota. It appears on the Lake Hurley SE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,938.98 feet (591.00 m) above sea level. The nearest populated place is Gorman, approximately 5.7 miles to the S.