Chain Mill Falls is a falls located in Jefferson County, Indiana. It appears on the Madison West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 594.85 feet (181.31 m) above sea level. The nearest populated place is Hanover Beach, approximately 1.3 miles to the NE.