There are other parts that talk about citizens specifically. They intentionally did not in this case.

It says "the people" as in "this very specific group of citizens people, subject to the jurisdiction of the United States"

You're correct that it applies to a specific group and not just all people in general, but you are incorrectly pulling a "citizens" qualifier out of thin air. The group qualifier is jurisdiction.