ASM International, with input from industry leaders and members, is developing a materials properties thesaurus for use with MatML. the Materials Markup Language, to be used for tagging materials properties information. This presentation will detail the objectives and key issues involved with developing and using a set of commonly understood terms for materials properties. A project update with key milestones will also be presented.