Extracting information is not the issue. Figuring out what it is is what the Semantic Web (or any good Ontology) helps solve. For a ML to provide that insight

Extracting information is not the issue. Figuring out what it is is what the Semantic Web (or any good Ontology) helps solve. For a ML to provide that insight - requires the ML to have access to a good Ontology.