A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases

Research article (Proceedings of the 7th Joint Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA), 2024) · cited 25× · AI/ML
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A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases

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A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases. Retrieved May 24, 2026, from https://4ort.xyz/entity/a-benchmark-to-understand-the-role-of-knowledge-graphs-on-large-language-model-s-accuracy-for-question-answering-on-ente
MLA “A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/a-benchmark-to-understand-the-role-of-knowledge-graphs-on-large-language-model-s-accuracy-for-question-answering-on-ente.
BibTeX @misc{4ortxyz_a-benchmark-to-understand-the-role-of-knowledge-graphs-on-large-language-model-s-accuracy-for-question-answering-on-ente_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases}}, year = {2026}, url = {https://4ort.xyz/entity/a-benchmark-to-understand-the-role-of-knowledge-graphs-on-large-language-model-s-accuracy-for-question-answering-on-ente}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases — https://4ort.xyz/entity/a-benchmark-to-understand-the-role-of-knowledge-graphs-on-large-language-model-s-accuracy-for-question-answering-on-ente (retrieved 2026-05-24)

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