UniDataAgent: An Ontology-Grounded Agent for Enterprise Question-to-Report Automation

arXiv:2609.27257 · cs.CL · Submitted 2026-09-23 · Read on arXiv

cs.CL

Submitted: 2026-09-23

Updated: 2026-10-08

Terminology

• Ontology — 44× in this paper · explained in 2 episodes
• Grounding — 9× in this paper · explained in 3 episodes
• Provenance — 8× in this paper · explained in 4 episodes
• RAG — 6× in this paper · explained in 3 episodes
• Verification — 6× in this paper · explained in 2 episodes
• Accuracy — 4× in this paper · explained in 1 episode
• Text-to-SQL — 3× in this paper · explained in 3 episodes
• Aggregation — 2× in this paper · explained in 1 episode
• Consistency — 2× in this paper · explained in 3 episodes
• Core — 2× in this paper · explained in 2 episodes
• Ontology Acquisition and Validation — 2× in this paper
• Question-to-Report Execution — 2× in this paper
• Verifier — 2× in this paper · explained in 2 episodes
• Alignment — 1× in this paper · explained in 1 episode

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