Nope, this one is really in the Constitution:
"All persons born or naturalized in the United States, and subject to the jurisdiction thereof, are citizens of the United States and of the State wherein they reside."
Illegal Mexican citizens tripping over the border in time to pop a kid are not subject to our jurisdiction.
No jurisdiction, no citizen.