George Harrison on 12-string pairs 2 through 5: (A2 A3) (D3 D4) (G3 G4) (C4 C4)
George Martin on piano: D3 F3 D5 G5 E6
John Lennon on 6-string: C5
Paul McCartney on his Höfner bass: D3
Expert mixing masks the timbre of the piano amongst the guitars, leading to the "mystery."