@prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix pav: . @prefix rdf: . @prefix owl: . @prefix rdfg: . @prefix dce: . @prefix xsd: . @prefix rdfs: . @prefix prov: . @prefix npx: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a ; ""; "Earth sciences" . a , , ; ; "https://doi.org/10.5281/zenodo.15313672"; ; "2025-12-31 10:57:48.638315+00:00"; "2025-12-31 10:57:49.356851+00:00"; "This is the version of the corpus used in the paper."; ; "Corpus"; "2025-12-31 10:57:48.638315+00:00" . a , , ; ; "https://github.com/ArvinRastegar/i-adopt-llm-based-service"; ; "2025-12-31 10:59:01.841725+00:00"; "2025-12-31 10:59:02.523867+00:00"; "This repository contains the source code used to run the experiments and the results obtained."; ; "Source code repository for evaluation"; "2025-12-31 10:59:01.841725+00:00" . a , , ; ; "https://github.com/i-adopt/Corpus/"; ; "2025-12-31 10:54:57.270901+00:00"; "2025-12-31 10:56:56.694242+00:00"; "In this repository you can find the TTL files of the corpus."; ; "Corpus repository"; "2025-12-31 10:54:57.270901+00:00" . a , , ; ; ; "0"^^xsd:integer; "https://api.rohub.org/api/ros/52654482-5442-45ea-a4b7-80a9af510c0b/crate/download/"; ; "2025-12-31 10:52:28.470807+00:00"; "2026-01-26 09:54:37.398581+00:00"; "2025-12-31 10:52:28.470807+00:00"; """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. Our corpus includes more than 100 scientific variables as structured knowledge graphs You can find in the Research Object the corpus, as well as the source code needed to execute the experiments, and the results of them."""; "application/ld+json"; , , ; "https://w3id.org/ro-id/52654482-5442-45ea-a4b7-80a9af510c0b"; "I-ADOPT", "LLM", "corpus", "scientific variables"; ; "From Scientific Variables to Knowledge Graphs: The I-ADOPT Benchmark"; "MANUAL"; "GONZALEZ GUARDIA, ESTEBAN. \"From Scientific Variables to Knowledge Graphs: The I-ADOPT Benchmark.\" ROHub. Dec 31 ,2025. https://w3id.org/ro-id/52654482-5442-45ea-a4b7-80a9af510c0b." . a ; dct:conformsTo ; . a , ; "esteban.gonzalez@upm.es"; "ESTEBAN GONZALEZ GUARDIA" . } sub:provenance { sub:assertion prov:wasDerivedFrom . } sub:pubinfo { this: a npx:RoCrateNanopub; dct:created "2026-03-03T15:05:40.147+01:00"^^xsd:dateTime; dct:creator ; npx:introduces ; rdfs:label "From Scientific Variables to Knowledge Graphs: The I-ADOPT Benchmark" . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAxszSDYX5tuCSkP7UiCtftYPFNQVTjgNu0I5fwdML2DLRDlp0xzmsQXRk8oHuvwGvG1aMjj6cpUqO+0rz2Sg/wvHOgUpkRH8VJXvmlkhafMLCMtUtk5JIx7e+fkzCby+fnmD7kMkGLrT+OaExWwEDmNlCAt0TPKcHSdwsjso2isXjtAsGevyCMke8ufnFYpjs746JES1eNzVnHnn2Kp/lqcm60GM+J8dLgRZp7fX0anW098xhKym6+xXFzqeju0vYRIHBPerv+r7skWxwk+a7Sd8msqVeYEv6NTqnyWvyWb6Yh8cvj04N6qm/T6C5FUPLQhzSaQgMVMU6yLqjPuu9DwIDAQAB"; npx:hasSignature "Nn7h49Y8qJnRQm78ztDjja0j6IEnqMfSg3BszUvgEOUXJuOe192aygnxmcHMNdcJ6pJ7P5RwQTgTRvNPA2KCmyB6iJV/iX7Q1V53bdZeGt+zgKl9+6CItYBl7M2Sl3NSSHCj6ZIw+V0tFdXjhdySZku/SlWyAX//czPAY7aCxL9cl2jyhp1UTfZVggUUVVE2xG1h/3ZrH4MLwXmoqPannGTl8Zc2ZQ7Ud6/kR3N3uMwL8uGtFgdXtNx8ddG785BiFN9e+EujCGOsx3o6GlcwbKA9b8dngZZs+Onm5DJ6Mlmwet58bALLyN64qwd9L4QvQVT0PwcHDAWsHhb76iDWdA=="; npx:hasSignatureTarget this:; npx:signedBy . }