The story
After newspaper competitions, such as Lobby Lud, where readers were offered money for spotting a certain figure in public and accosting him with a passphrase, such as "you are Lobby Lud, and I claim my five pounds". (However, the Lobby Lud competition did not involve this phrase.)
Etymology from Wiktionary, CC BY-SA 4.0.