Why do you put baking soda on a bee sting?

Mainly because it has a soothing effect. So would calamine lotion.

Many people think it does this by neutralizing the acid in the sting, but this is not really so. Remember the venom has been injected below the surface of the skin. Any chemical strong enough to penetrate the skin would probably do more harm than good.