Humpty Dumpty

Why is Humpty Dumpty always depicted as an egg? There's nothing in the nursery rhyme that explicitly says he's an egg.

Sofi was fairly disturbed by the picture of the fallen, cracked open Humpty. She kept turning back to that page and saying "Oh no" and looking sad.