Many assume that a fierce rivalry with Michael Jackson kept His Royal Badness from participating in the star-studded charity single — but the truth is more complicated.

Prince famously didn’t appear in the star-studded 1985 charity single We Are the World. It featured some of Hollywood’s A-listers like Michael Jackson, Ray Charles, Diana Ross, Lionel Richie, Billy ...