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In this paper, an overview of the state of the art on knowledge graphgeneration is provided, with focus on the two prevalent mapping languages: theW3C recommended R2RML and its generalisation RML. We look into details on theirdifferences and explain how knowledge graphs, in the form of RDF graphs, can begenerated with each one of the two mapping languages. Then we assess if thevocabulary terms were properly applied to the data and no violations occurredon their use, either using R2RML or RML to generate the desired knowledgegraph.

R2RML and RML Comparison for RDF Generation, their Rules Validation and Inconsistency Resolution