We assume the selected synset represents the meaning of the original word, and those synonyms in the synset which are not annotated as positives must have a certain degree of mismatch to the context.
from this example, 'balance', 'residue', 'residuum' and 'rest' are extracted as negatives to test whether our synonym checking method can pick out bad substitutions from a set of words sharing similar or the same meaning.