That sounds like an urban legend. The Sherlock Holmes story “The Man With the Twisted Lip” includes a wealthy man who had made his money by begging. The “beggar king” trope goes back further than that, and as far as I can tell it’s just a comfortable fiction to excuse society’s failure to care for its most vulnerable members.