In this method, a transformer model was trained to predict the correct mapping between enzymes and their binding substrate structures. To do this, we collected all one (substrate)-toone (product) reactions from KEGG. Note that in this context, reagents are explicitly excluded from substrates/products. For example, for the reaction in Figure `𝑉 Eq. 6