Caldwell Creek is a stream located in Union County, Mississippi. It appears on the New Albany East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 383.86 feet (117.00 m) above sea level. The nearest populated place is New Harmony, approximately 0.7 miles to the NE.