The paracetamol case study presented in the previous chapter applied the rule that the intermediate being converted into a new intermediate had to contain precisely one ring structure before and after the reaction. Thus, for reasons of consistency, this was applied to the result set of the link prediction too and any reactions where this was not the case were screened out.