The word Impartial and the word Fair share the same central sense in the context tested by the question, although usage, tone and grammatical form should still be checked before substituting one for the other. A synonym is not required to be identical in every possible sentence; it must preserve the intended meaning in the relevant context. Here, replacing Impartial with Fair keeps the core idea intact without reversing the tone or changing the action, quality or state expressed by the target word. The alternatives Tolerate, Horrify and Desire do not express the same central meaning as Impartial. This distinction matters because competitive examinations often place one accurate synonym beside three familiar but contextually unsuitable words. If the sentence retains its essential meaning and grammatical structure, the synonym relationship is supported. Learners should revise Impartial together with Fair, a brief usage cue and the contrasting distractors.