It is 1951. New York poet Elizabeth Bishop is looking for new inspiration for her work. She finds Lota de Macedo Soares, a reknowend architect and the love of her life, and writes poems that later earn her a Pulitzer Prize. But their relationship is not always easy, for Mary – Lota's former partner – needs Lota, too.