What exactly does it mean to be a citizen?

In the United States, what exactly does it mean to be a citizen? Who is a citizen? What privileges, immunities, and rights are associated with being a citizen? Are these things that should be extended to anyone who happens to be here. Be sure to cite both the Constitution and one article in your consideration of this fundamental question.