Chapel Branch is a stream located in Wilkes County, Georgia. It appears on the Broad USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 387.14 feet (118.00 m) above sea level. The nearest populated place is Delhi, approximately 2.0 miles to the S.