A New York couple's relationship is tested after the loss of their child. "The Disappearance of Eleanor Rigby" is broken into three films, "Him", "Her", and "Them". All three films follow the same time period, but are told from the differing perspectives of Conor Ludlow (James McAvoy) and Eleanor Rigby (Jessica Chastain).