The MSDS says that it is flammable (if ‘preheated’) and that it’s made from oils (including ‘mineral oil’) and gelling agents.
When they state that it ‘contains no organic materials’ they don’t seem to be using the word ‘organic’ in the sense of ‘organic chemistry’.