Caldwell Creek is a stream located in Grundy County, Tennessee. It appears on the Alto USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 980.97 feet (299.00 m) above sea level. The nearest populated place is Bells Mill, approximately 0.6 miles to the NE.