They say explaining a joke is much like dissecting a frog. You understand it a lot better, but the frog dies. Nevertheless, the excellent xkcd explained wiki has a really nice reference that is worth sharing:
This is the same concept that is communicated in the line from the Shakespearean play, "Romeo and Juliet": "What's in a name? That which we call a rose/by any other name would smell as sweet."