The document discusses how to infer an ontology of data documentation by analyzing documentation initiatives to identify common concepts and relationships. It suggests extracting terms from documentation using XML and XSD to define concepts and validate documents. Analyzing the structure and relationships between concepts can help develop an initial ontology that can then be modified and expanded over time based on additional documentation analysis and feedback.