Battle Creek is a stream located in Caldwell County, Kentucky. It appears on the Princeton East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 463.98 feet (141.42 m) above sea level. The nearest populated place is Otter Pond, approximately 2.0 miles to the WNW.