been messing around with er-api lately because my knowledge graph was a total mess. i realized it was treating the same company as different entities just because of the language used. for example, (korean) and
Samsung Electronics (english) were showing up as separate entries. it turns out you need proper cross-lingual entity resolution to merge strings like and into one single record.
it's a nightmare for data integrity if you don't automate this part . has anyone else dealt with this kind of
fragmented brand data when scaling globally?
link:
https://dev.to/hannune/cross-lingual-entity-resolution-why-your-knowledge-graph-has-four-samsungs-2h0b