I did a lot of experiments to decide the best way to go about it. I’ve tried most of the open-source named entity recognition models to compare which worked best, but in the end, I decided that none were good enough. Luckily for us, the Harry Potter fandom page contains a list of characters in the first book. We also know in which chapter they first appeared, which will help us even further disamb