Does any one know the story of Elizabeth somerset duchess of Beaufort (purdown)?

my mum told me the story and i went there with my mates i got really freaked out becouse i beliave in ghosts and she is meant to huant there i just want to know the full facts evan if u have an internet address that will be great cheers!!!