The ensemble of the eCS and the set of reactions R constitute the reaction network blueprint. It is catalyst agnostic and needs to be generated only once to model the same network on multiple catalysts and conditions. Extended details on the CRN blueprint generation algorithm are discussed in Supplementary Note 1.