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Raphaël Troncy

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Jul 2026

Detecting Knowledge Inconsistencies Across Text, Tables, and Knowledge Graphs

Kontrast is presented, an automatic framework that uses Text-to-SPARQL and LLM reasoning to compare table-based answers with KG evidence and categorize the resulting inconsistencies, and shows that text, tables, and KGs can complement and correct one another through systematic comparison.

Fanfu Wei, Thibault Ehrhart, Raphaël Troncy · 0 citations

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