Is a black and brown fuzzy caterpillar a moth caterpillar or a butterfly?

A moth is what a fuzzy, black and red-brown caterpillar may change into.

Specifically, the woolly bear caterpillar is a fuzzy black and red-brown. It often is seen curled up on the ground and around plantings in fall. It changes into the Isabella tiger moth (Pyrrharctia isabella).