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The FAIR Variable: Turning Observed Properties into FAIR Digital Objects

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I-ADOPT enables interoperable, machine-readable variable descriptions by decomposing observable properties into atomic components and linking them to controlled vocabularies, ensuring unambiguous meaning across scientific data and workflows. However, its practical application requires time-consuming manual tasks—such as interpreting variable intent, performing semantic decomposition, and selecting appropriate vocabularies—which demand expertise and have limited adoption. Our LLM-assisted service addresses this barrier by automating these steps, enabling efficient creation of reusable, FAIR-ready metadata.

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