Algorithmic matching of affiliation text to real institutions is one of those things that only really becomes visible when it’s wrong. For institutions adopting open research metadata, accurate affiliation matching is foundational: after all, tracking and understanding your research outputs requires first having an accurate list of your research outputs. When affiliation matching is noisy,…