High quality annotated named entity corpora are essential language resources. but fully manual annotation is time-consuming. Interactive annotation offers an efficient alternative where humans and machines collaborate. Instances of named entity mentions tend to share the same label. https://manhattanscasualers.shop/product-category/general/