For this summary, there are 2 unmatched entities: "January 18" and "U.S". January 18 is indeed a hallucinated entity, as there is no sentence containing this exact date. U.S. does occur in the article, but as "US" instead of "U.S.". This can be solved by comparing to a list of abbreviations (of embeddings :TODO?)