{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,13]],"date-time":"2026-07-13T22:59:15Z","timestamp":1783983555548,"version":"3.55.0"},"publisher-location":"Cham","reference-count":22,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031789519","type":"print"},{"value":"9783031789526","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-78952-6_9","type":"book-chapter","created":{"date-parts":[[2025,1,27]],"date-time":"2025-01-27T14:32:23Z","timestamp":1737988343000},"page":"92-101","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Validating Semantic Artifacts with Large Language Models"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0446-1299","authenticated-orcid":false,"given":"Nilay","family":"Tufek","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7564-4279","authenticated-orcid":false,"given":"Aparna Saissre","family":"Thuluva","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-9449-1027","authenticated-orcid":false,"given":"Valentin Philipp","family":"Just","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4569-2496","authenticated-orcid":false,"given":"Fajar J.","family":"Ekaputra","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5271-883X","authenticated-orcid":false,"given":"Tathagata","family":"Bandyopadhyay","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9301-8418","authenticated-orcid":false,"given":"Marta","family":"Sabou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7149-5843","authenticated-orcid":false,"given":"Allan","family":"Hanbury","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2025,1,28]]},"reference":[{"key":"9_CR1","unstructured":"ETSI 2021: Official ETSI portal for SAREF (2021). https:\/\/saref.etsi.org\/index.html"},{"key":"9_CR2","doi-asserted-by":"publisher","unstructured":"Allen, B.P., Stork, L., Groth, P.: Knowledge engineering using large language models. Trans. Graph Data Knowl. 1(1), 3:1\u20133:19 (2023). https:\/\/doi.org\/10.4230\/TGDK.1.1.3. https:\/\/drops.dagstuhl.de\/entities\/document\/10.4230\/TGDK.1.1.3","DOI":"10.4230\/TGDK.1.1.3"},{"key":"9_CR3","unstructured":"Bareedu, Y.S., et al.: Deriving semantic validation rules from industrial standards: an OPC UA study. Semantic Web (Preprint), 1\u201338 (2022)"},{"key":"9_CR4","doi-asserted-by":"publisher","unstructured":"Bezerra, C., Freitas, F., Santana, F.: Evaluating ontologies with competency questions. In: 2013 IEEE\/WIC\/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), vol.\u00a03, pp. 284\u2013285 (2013). https:\/\/doi.org\/10.1109\/WI-IAT.2013.199","DOI":"10.1109\/WI-IAT.2013.199"},{"key":"9_CR5","first-page":"1877","volume":"33","author":"T Brown","year":"2020","unstructured":"Brown, T., et al.: Language models are few-shot learners. Adv. Neural. Inf. Process. Syst. 33, 1877\u20131901 (2020)","journal-title":"Adv. Neural. Inf. Process. Syst."},{"key":"9_CR6","doi-asserted-by":"crossref","unstructured":"Burns, T., Cosgrove, J., Doyle, F.: A review of interoperability standards for industry 4.0. Procedia Manuf. 38, 646\u2013653 (2019)","DOI":"10.1016\/j.promfg.2020.01.083"},{"key":"9_CR7","doi-asserted-by":"publisher","unstructured":"Corcho, O., et al.: A maturity model for catalogues of semantic artefacts. Working paper, June 2023. https:\/\/doi.org\/10.48550\/arXiv.2305.06746","DOI":"10.48550\/arXiv.2305.06746"},{"key":"9_CR8","unstructured":"Huaman, E., K\u00e4rle, E., Fensel, D.: Knowledge graph validation. arXiv preprint arXiv:2005.01389 (2020)"},{"key":"9_CR9","unstructured":"Jozefowicz, R., Vinyals, O., Schuster, M., Shazeer, N., Wu, Y.: Exploring the limits of language modeling. arXiv preprint arXiv:1602.02410 (2016)"},{"key":"9_CR10","unstructured":"Khorashadizadeh, H., Mihindukulasooriya, N., Tiwari, S., Groppe, J., Groppe, S.: Exploring in-context learning capabilities of foundation models for generating knowledge graphs from text. arXiv preprint arXiv:2305.08804 (2023)"},{"key":"9_CR11","unstructured":"Leclerc, J.C., Tetard, G., Keraron, Y., Fauconnet, C.: Use of ontologies to structure and manage digital technical data of industrial assets: first steps towards an ecology of knowledge in multi-energies industry. Proceedings (2022). http:\/\/ceur-ws.org. ISSN 1613, 0073"},{"key":"9_CR12","doi-asserted-by":"publisher","first-page":"1558","DOI":"10.1016\/j.procir.2023.09.214","volume":"120","author":"FG Listl","year":"2023","unstructured":"Listl, F.G., Fischer, J., Sohr, A., Dittler, D., Jazdi, N., Weyrich, M.: Utilizing ISA-95 in an industrial knowledge graph for material flow simulation-semantic model extensions and efficient data integration. Procedia CIRP 120, 1558\u20131563 (2023)","journal-title":"Procedia CIRP"},{"key":"9_CR13","unstructured":"Meyer, L.P., et al.: LLM-assisted knowledge graph engineering: experiments with chatgpt. arXiv preprint arXiv:2307.06917 (2023)"},{"key":"9_CR14","series-title":"LNCS","doi-asserted-by":"publisher","first-page":"247","DOI":"10.1007\/978-3-031-47243-5_14","volume-title":"The Semantic Web - ISWC 2023","author":"N Mihindukulasooriya","year":"2023","unstructured":"Mihindukulasooriya, N., Tiwari, S., Enguix, C.F., Lata, K.: Text2KGBench: a benchmark for ontology-driven knowledge graph generation from text. In: Payne, T.R., et al. (eds.) ISWC 2023. LNCS, vol. 14266, pp. 247\u2013265. Springer, Cham (2023). https:\/\/doi.org\/10.1007\/978-3-031-47243-5_14"},{"key":"9_CR15","doi-asserted-by":"publisher","unstructured":"Pan, J.Z., et al.: Large language models and knowledge graphs: opportunities and challenges. Trans. Graph Data Knowl. 1(1), 2:1\u20132:38 (2023). https:\/\/doi.org\/10.4230\/TGDK.1.1.2. https:\/\/drops.dagstuhl.de\/entities\/document\/10.4230\/TGDK.1.1.2","DOI":"10.4230\/TGDK.1.1.2"},{"key":"9_CR16","doi-asserted-by":"publisher","unstructured":"Pan, S., Luo, L., Wang, Y., Chen, C., Wang, J., Wu, X.: Unifying large language models and knowledge graphs: a roadmap. IEEE Trans. Knowl. Data Eng., 1\u201320 (2024). https:\/\/doi.org\/10.1109\/TKDE.2024.3352100","DOI":"10.1109\/TKDE.2024.3352100"},{"key":"9_CR17","unstructured":"Polat, F., Tiddi, I., Groth, P.: Testing prompt engineering methods for knowledge extraction from text"},{"key":"9_CR18","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2022.104755","volume":"111","author":"M Poveda-Villal\u00f3n","year":"2022","unstructured":"Poveda-Villal\u00f3n, M., Fern\u00e1ndez-Izquierdo, A., Fern\u00e1ndez-L\u00f3pez, M., Garc\u00eda-Castro, R.: LOT: an industrial oriented ontology engineering framework. Eng. Appl. Artif. Intell. 111, 104755 (2022)","journal-title":"Eng. Appl. Artif. Intell."},{"key":"9_CR19","doi-asserted-by":"crossref","unstructured":"Schiekofer, R., Grimm, S., Brandt, M.M., Weyrich, M.: A formal mapping between OPC UA and the semantic web. In: 2019 IEEE 17th International Conference on Industrial Informatics (INDIN), vol.\u00a01, pp. 33\u201340. IEEE (2019)","DOI":"10.1109\/INDIN41052.2019.8972102"},{"key":"9_CR20","doi-asserted-by":"crossref","unstructured":"Seyedamir, A., Ferrer, B.R., Lastra, J.L.M.: An ISA-95 based ontology for manufacturing systems knowledge description extended with semantic rules. In: 2018 IEEE 16th International Conference on Industrial Informatics (INDIN), pp. 374\u2013380. IEEE (2018)","DOI":"10.1109\/INDIN.2018.8471929"},{"key":"9_CR21","unstructured":"Tufek, N.: Siemens-OKE\/LLM-query-pipeline (2024). https:\/\/github.com\/Siemens-OKE\/llm-query-pipeline"},{"key":"9_CR22","doi-asserted-by":"crossref","unstructured":"Tufek, N., Thuluva, A.S.S., Just, V.P., Sabou, M.: Towards extraction of validation rules from OPC UA companion specifications. In: 2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA), pp.\u00a01\u20138. IEEE (2023)","DOI":"10.1109\/ETFA54631.2023.10275371"}],"container-title":["Lecture Notes in Computer Science","The Semantic Web: ESWC 2024 Satellite Events"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-78952-6_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,27]],"date-time":"2025-01-27T14:32:31Z","timestamp":1737988351000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-78952-6_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031789519","9783031789526"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-78952-6_9","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"28 January 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ESWC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"European Semantic Web Conference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Hersonissos","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Greece","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 May 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 May 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"esws2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/2024.eswc-conferences.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}