Running that code snippet now, in the mean time, could you briefly describe how to "resume annotating", with new data, instead of starting over from scratch?
EDIT: Found my answer here: Resume Annotation Session with Prodigy - Text Classification - #2 by ines
Appears that the best workflow for what I'm trying to do (add new annotations based on a previously annotated dataset + model) would be to batch-train the model after your first annotation session, and then export it, and then when you begin annotating on a new dataset, use that model as your base instead of the base English model.