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Refers to the someone who obviously does not live in the Washington, DC but somewhere in Maryland or Virginia.
"Did you see that guy with the blow out and the Ed Hardy trying to get into 18th street?"

"Yeah, ...so Beltway."
by Phillip Pino April 19, 2010