 In 1914, two years after the murders, Kelly was arrested for sending obscene material through the mail (he was sexually harassing a woman who applied for a job as his secretary).He was sent to St. Elizabeth’s Hospital, the national mental hospital in Washington, D.C. Investigators speculated again that Kelly could be the murderer of the Moore family.In 1917, Kelly was arrested for the Villisca murders.