Lyric discussion by kevinbrighton 

Cover art for Who Is It lyrics by Michael Jackson

Clearly, this is about the pain of your lover leaving you, told in a powerful way. He doesn't know why she left, but, like most men, he's assuming it's to be with someone else. A simple idea for a song, but brilliantly executed.