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Because the original ten datasets contained inconsistencies—such as leading/trailing whitespace, typographical errors, language variants, and subjective terms—we standardized every descriptor to one of these controlled 201 labels under the guidance of perfumery experts, thereby yielding a fully curated multi-label dataset ready for ML