Blue Hole Spring is a spring located in Hart County, Kentucky. It appears on the Upton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 580.85 feet (177.04 m) above sea level. The nearest populated place is Lone Star, approximately 1.0 miles to the S.