 Also on the National Register of Historic Places are the Richard Beard House and Locust Creek Covered Bridge.In late June, the town hosts the annual "Little Levels Heritage Fair" to celebrate the history of the Little Levels region.Hillsboro is also featured in the movie "Patch Adams," where Dr. Patch Adams purchased land to build a medical clinic based on his philosophy of doctor-patient interaction.