Once arrested, Gilmore quickly admitted to the murders, and he was convicted and sentenced to death. When he was presented with the option to die by hanging or firing squad, Gilmore picked the latter because he believed it was a "dignified" way to go, saying, "I've simply accepted the sentence that was given to me," adding, "I've accepted sentences all of my life."