You are correct that I am conflating stone age with pre-agricultural in this circumstance. Societies like the Aztecs or Mayans would be an example of cultures that despite being stone age are post agriculture, and therefore have the capability of building cities and dividing labor. The divide I'm talking about is indeed that between pre-agricultural and agricultural. Stone age is just an easier way to get across that idea. 