Favorite movie fantasy love story?

Don't say what the movie is - divulge just enough to allow us to guess.

Like this: In Britain in the early 1900s, a recently widowed Mrs. Lucy Muir moves to the seaside village of Whitecliff despite the disapproval of her in-laws. She rents a house there named Gull Cottage, although it has a reputation for being haunted by the former owner, who committed suicide.