If you notice on the page, there are references to remarks made by actual people. The NER feature uses machine learning. Also the continuous clustering employs

If you notice on the page, there are references to remarks made by actual people. The NER feature uses machine learning. Also the continuous clustering employs K-means and not just fuzzy matching as you stated. It is hard to imagine getting anywhere close to the level of accuracy with just fuzzy matching.