The original structure was built in 1854 by Menander and Ferdinand Wood and was later rebuilt in 1881. The bridge was named after Jesse Larkin, owner of a gristmill not far from the bridge. The bridge was relocated in April of 2006 and is now a pedestrianonly bridge accessible only via a walking path.