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2025-12-31 10:59:02.523867+00:00 https://github.com/ArvinRastegar/i-adopt-llm-based-service http://schema.org/description This repository contains the source code used to run the experiments and the results obtained. https://github.com/ArvinRastegar/i-adopt-llm-based-service http://schema.org/license https://choosealicense.com/no-permission/ https://github.com/ArvinRastegar/i-adopt-llm-based-service http://schema.org/name Source code repository for evaluation https://github.com/ArvinRastegar/i-adopt-llm-based-service http://schema.org/sdDatePublished 2025-12-31 10:59:01.841725+00:00 https://github.com/ArvinRastegar/i-adopt-llm-based-service http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://github.com/ArvinRastegar/i-adopt-llm-based-service http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://github.com/ArvinRastegar/i-adopt-llm-based-service http://www.w3.org/1999/02/22-rdf-syntax-ns#type 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https://w3id.org/ro-id/52654482-5442-45ea-a4b7-80a9af510c0b/ http://schema.org/dateCreated 2025-12-31 10:52:28.470807+00:00 https://w3id.org/ro-id/52654482-5442-45ea-a4b7-80a9af510c0b/ http://schema.org/dateModified 2026-04-11 03:01:43.580973+00:00 https://w3id.org/ro-id/52654482-5442-45ea-a4b7-80a9af510c0b/ http://schema.org/datePublished 2025-12-31 10:52:28.470807+00:00 https://w3id.org/ro-id/52654482-5442-45ea-a4b7-80a9af510c0b/ http://schema.org/description This Research Objects contains the supplementary material of the paper "From Scientific Variables to Knowledge Graphs: The I-ADOPT Benchmark" sent to the Semantic Web Journal. This paper presents the I-ADOPT benchmark, an expert annotated corpus and task designed to measure the performance of LLMs in the different stages of automatically creating a machine readable scientific variable. 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