 "World of Stone" is typical of its parent album's keyboard-based sound.Leng identifies this sound as "tend[ing] toward moody, piano-driven soul-jazz" and says that Wright's "gospel flourishes" on Hammond organ add to the song's soul music qualities.The instrumental sections feature guitar solos by Harrison and a shouted, crowd-like backing chorus.