Chapel Creek is a stream located in Ouachita County, Arkansas. It appears on the Harmony Grove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 164.04 feet (50.00 m) above sea level. The nearest populated place is Velie, approximately 1.4 miles to the WNW.