Each stage of the pipeline is created by an annotator that uses one or more of the previous information to create a new annotation. Each annotator can be of two types, AnnotatorModel which can be used to make predictions based on pretrained models and AnnotatorApproach which can be used to train new custom models. Pretrained models can be found in the NLP Models Hub.