Within all semi-template frameworks, the determining step of retrosynthesis is realised in the reaction centre detection. Depending on which bond is broken in the target molecule, different types of transformations will arise following different chemistry. For the reaction centre identification task, all frameworks utilise Graph Neural Networks. The interpretability task is thus to detect the most important nodes in the graph, which make the largest contribution to the centre prediction (Figure ).