AI-Powered Deduplication: How LLMs Supercharge...

You have 52,288 school records from the UK government's Get Information About Schools register. Half are open, half are closed. Schools that converted to academies appear twice — once as the closed LA school and once as the new academy, same postcode, slightly different name. "Kingsgate Junior School" (Closed) becomes "Kingsgate Primary School" (Open). "Primrose Hill Infant School" (Closed) becomes "Primrose Hill School" (Open). GoldenMatch's fuzzy matcher catches these. But it also finds 820 da