The Wolfram Knowledgebase contains many entity types related to physics and chemistry. In Version 12, coverage ranges from elementary particles to macroscopic physical systems, as well as formulas and physical constants, among others. Tight integration of built‐in physical and chemical data with the Wolfram Language unit system and computational power facilitates modeling natural phenomena using an efficient workflow for cross‐disciplinary science.