The story
So called because its attractive location and property prices are comparable to Chelsea in London, and because of its coastal location.
Etymology from Wiktionary, CC BY-SA 4.0.
Chelsea-on-Sea
Today it means: The village of Burnham Market in Norfolk. Full definition →