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Sci."},{"key":"10.1016\/j.datak.2026.102598_b87","series-title":"WordNet: An Electronic Lexical Database","author":"Soergel","year":"1998"},{"key":"10.1016\/j.datak.2026.102598_b88","series-title":"16th International World Wide Web Conference","first-page":"697","article-title":"Yago: A core of semantic knowledge","author":"Suchanek","year":"2007"},{"key":"10.1016\/j.datak.2026.102598_b89","series-title":"14th Conference on Computational Linguistics","first-page":"539","article-title":"Automatic acquisition of hyponyms from large text corpora lexico-syntactic for hyponymy patterns","author":"Heart","year":"1992"},{"key":"10.1016\/j.datak.2026.102598_b90","series-title":"18th International Workshop on Web and Databases","first-page":"13","article-title":"IBEX: Harvesting entities from the web using unique identifiers","author":"Talaika","year":"2015"},{"key":"10.1016\/j.datak.2026.102598_b91","unstructured":"F. Tim, G. Gottlob, G. Grasso, G. Orsi, C. Schallhart, C. 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