The next release of the IUPAC Gold Book is expected to be available mid 2024 with a substantial increase of chemical terms and definitions. We strongly believe the Gold Book can play an important role in enhancing the semantic representation of terms, including annotations to available ontologies that reference these concepts. The next step is a critical assessment of our recommendations in practice in order to gather feedback and further improvement from the community.