Your entity resolution pipeline works on database records. Then you point it at news text.

I built the entity resolution pipeline at 2asy.ai against structured registry data. I benchmarked it against structured registry data. The match scores looked good. I moved on. About a month later I started ingesting news articles. The first batch turned into two weeks of cleanup. What I hadn't tested was what happens when the source text doesn't...