Little Elbow Lake is a lake located in St. Louis County, Minnesota. It appears on the Myrtle Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,360.53 feet (414.69 m) above sea level. The nearest populated place is Gheen, approximately 6.0 miles to the WSW.