Did one of the righteous brothers go missing?

Yes, one of the Righteous Brothers, Bobby Hatfield, passed away in 2003, but he did not go missing. His partner, Bill Medley, continued to perform as a solo artist after Hatfield's death. There have been no reports of either member going missing during their careers.