Capelsie Lake is a reservoir located in Montgomery County, North Carolina. It appears on the Biscoe USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 404.15 feet (123.18 m) above sea level. The nearest populated place is Capelsie, approximately 0.7 miles to the SW.