 Olive's body was returned to the United States and buried in West Grove Cemetery at Lexington, Holmes County, Mississippi.Olive was born in Chicago but left as a young boy living in Lexington, Mississippi where he finished high school.In 1966 a plaque and park was dedicated in his honor.