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To address this challenge, we present a formal controlled vocabulary of terms, definitions, and relationships within the Compositional Dietary Nutrition Ontology (CDNO, <jats:ext-link>www.cdno.info<\/jats:ext-link>) that enables description of nutritional attributes for material entities contributing to the human diet. 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