Large Language Model with Integrated Ontology and Inference Chain Constraints for Generative Information Extraction from Metallurgical Lifting Equipment Failure Reports.

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Bibliographic Details
Title: Large Language Model with Integrated Ontology and Inference Chain Constraints for Generative Information Extraction from Metallurgical Lifting Equipment Failure Reports.
Authors: Zhou, Bin1,2, xwshen@ahpu.edu.cn, Shen, Xingwang1,2, Bao, Jinsong3, bao@dhu.edu.cn
Source: Applied Sciences (2076-3417); Jun2026, Vol. 16 Issue 12, p6178, 25p
Database: Applied Science & Technology Source
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ISSN:20763417
DOI:10.3390/app16126178