These results demonstrate that our method effectively identifies key features of a reaction system from a large descriptor set without a priori knowledge of the reaction pathway. However, the importance of these pairs is not dominant, as the concerted elongation and contraction of distances d 1 , d 2 , d 3 , and d 5 also influence the reaction process .