Around 1940, Chapman was involved in a short-lived business called Her Ladyship Gowns, formed with Gloria Morgan Vanderbilt and her sister, Thelma Furness, Viscountess Furness.
She became a mistress of Edward, Prince of Wales and married James Vail Converse and Marmaduke Furness, 1st Viscount Furness.
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During the 1934 Gloria Vanderbilt custody trial, a former maid of Gloria Morgan Vanderbilt's offered testimony regarding a possible lesbian relationship between Lady Milford Haven and her former employer.