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> If you show me an LLM that can take in serialized RDF and perform reasoning on it, I will be surprised

It's easy, you just ask the LLM to convert your question to a SPARQL query, then you sanity-check it and run it on your dataset. The RDF input step is just so that the LLM knows what your schema looks like in the first place.



I don't understand how this can work.

Can you make me a quick demonstration using a publicly available model and the dbpedia SPARQL endpoint?

https://dbpedia.org/sparql




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