Bean Soup Lake is a swamp located in Arthur County, Nebraska. It appears on the Bean Soup Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,605.24 feet (1,098.88 m) above sea level. The nearest populated place is Rounds Place, approximately 4.8 miles to the S.