watson and custom concepts

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Correct me if I'm wrong, Watson is only able to recognize concepts(no entities) that exist on DBpedia, right?

If not, I would be thankful if you could tell me what is the correct way to recognize custom concepts i.e. to recognize those that don't exist on DBpedia?

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Watson NLU/WKS do not currently support customization of concepts.