We make it with both beef and beans in Illinois, and we spell it "chilli". I just mention that so the no-bean "chili" purists can think of it as a different dish if they prefer.

I meant to add this link to a letter to the NY Times from the late Senator Alan Dixon, which includes his own chilli recipe.