The selected entity type is menu items. We defined each menu item as something a person could order while speaking to a host or hostess at a restaurant. This does not include ingredients in a dish. The selected text documents are Yelp reviews. Each document is a JSON object with information about that particular review, as well as the restaurant it is reviewing and the user writing the review. Since no Yelp reviews contained the "<" or ">" characters, we marked each menu item as .