Exemplary embodiments of the present invention relate to a solution for the extraction of information from structured and semi-structured knowledge sources. Further, ontological relationships are inferred between the extracted information by parsing the layout structure of the structured and semi-structured knowledge sources. The inferred ontological relationships are verified in relation to existing ontological sources.