What are the legal specifics of a case like this? Does this mean his US citizenship has been revoked, ergo he is a stateless person? Would love to know.
No. Under the 14th Amendment, the government cannot forcibly revoke the US citizenship of anyone born in the US. See Afroyim v. Rusk, 387 U.S. 253 (1967): "Congress has no power under the Constitution to divest a person of his United States citizenship absent his voluntary renunciation thereof".