Caldwell Branch is a stream located in Union County, Georgia. It appears on the Hiawassee USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,909.45 feet (582.00 m) above sea level. The nearest populated place is Trackrock (historical), approximately 0.2 miles to the WSW.