Lost City School. In 1892, Lost City became the site for a tannery, which requires water, wood for furnaces, and tannin from the bark of chestnut oaks. The town had 17 houses, stores, a barber shop, hotel, movie house, dance hall and a funeral parlor. Today, the old school is a community center which distributes clothing to families in need.