We furthermore validated each mapped reaction, e.g. checked whether the products can be recreated by extracting an RDChiral template and applying it to the reactants. During the course of the project, we corrected some errors in RDChiral, available at github.com/hesther/rdchiral. If the template could not recreate the reaction, the mapping was dropped.