Why is there a think called Stone Age?

Because they had no tools made of anything but stone. They had no way of refining or creating objects of copper, of bronze, and especially not iron. Phases Western culture passed through thousands of years ago. The point of having culture is to progress. To get better, to improve, to make better people. Not to wallow in primitivism for centuries on end.