I am still a fan of Googles OpenRefine tool. It's reconciliation feature that helps disambiguate Named Entities etc based on wikidata is really powerful - https://github.com/OpenRefine/OpenRefine/wiki/Reconciliation
You can hook in your own reconciliation end point which we do at work to expand internal knowledge graphs.