Deep Springs Hollow is a valley located in Cheatham County, Tennessee. It appears on the Harpeth Valley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 466.21 feet (142.10 m) above sea level. The nearest populated place is Griffintown, approximately 0.4 miles to the SSW.