West Point is a home rule-class city in Hardin County, Kentucky, United States, near the edge of Fort Knox military reservation on Dixie Highway. It is located in a former meander bend of the Ohio River. The population was 797 at the 2010 census, down from 1,100 at the 2000 census.West Point is part of the Elizabethtown–Fort Knox Metropolitan Statistical Area.HistoryWest Point was founded by pioneer James Young, who built a cabin at the site in 1789 and, in 1797, built a brick house and inn that is still standing today. In 1803, Lewis and Clark passed nearby and recruited West Point citizen John Shields to join their Corps of Discovery.West Point sits at the confluence of the Ohio and Salt rivers, a strategic position that led Union forces to construct a fort here during the Civil War to protect their supply routes. Fort Duffield is the state's largest and best-preserved earthen fortification from the period.West Point also retains many of its other historic resources, and a large portion of the community is listed in the National Register of Historic Places as a historic district.