Catalpa Creek is a stream located in Lowndes County, Mississippi. It appears on the Waverly 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 Stephen, approximately 2.7 miles to the NNE.