Let us consider the set R of 2,809,545 possible flat rules that stand at edit distance 1 from the set of S → • • • rules observed in our English training data.
a rule such as S put → NP put NP is in R if it did not appear in training data itself, but could be derived by a single edit from some rule that did appear.