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This research demonstrates a chemical potential modulated strategy for the realization of ultrathin transition metal boride (TMB) single crystals with ultrahigh phase purity (approximately 100%). The uniform distribution of precursor ensures a very narrow compositing window that permits the monophasic nucleation and growth of ultrathin TMBs.