Gillespie died on January 6, 1993 at age 75 from pancreatic cancer. At the time of his death Gillespie had two funerals. One was a Bahá´í funeral at his request, at which his closest friends and colleagues attended. The second was at the Cathedral of St. John the Divine in New York City open to the public where everyone can attend.