It forms part of the civil parish of Rawcliffe which lies just to the north-west. The hamlet was once served by a station on the Selby to Goole branch line, but this closed along with the line in June 1964.
Rawcliffe Bridge is home to an ex-RAF hardened communications UNITER bunker which is now owned by a security company, next to this site also is a MoDGPSS fuel depot.
References
Gazetteer — A–Z of Towns Villages and Hamlets. East Riding of Yorkshire Council. 2006. p. 9.