BiolitNEN focuses on normalizing the entities recognized in the previous NER phase, mapping them to standardized identifiers from established biomedical ontologies and databases. Overlapping or conflicting annotations are resolved based on priority rules and source reliability.

The normalization process covers the following entity types with their respective target resources:

Type Ontology
Chemical MESH; CHEBI
Disease MESH; OMIM
Cell type Cell ontology; Cell taxonomy
Food UMLS (T168)
Gene ontology Gene ontology
Body part UBERON
Treatment UMLS (T060)
Diagnosis UMLS (T061)
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