Chope; he's writing in the first person. Also, when sayings or stories are remembered better than the person directly involved, they often have a tendency to migrate to somebody more famous. Baring-Gould isn't that big a celebrity, admittedly, but he's better known than Richard Chope!

As for why Child didn't include it, the simplest explanation is that he just never came across it.