Ingest-Time Fact Compilation for Cost-Efficient and Reliable Question Answering over Revised Corpora

arXiv:2609.29661 · cs.AI, cs.DB, cs.IR · Submitted 2026-08-29 · Read on arXiv

cs.AI, cs.DB, cs.IR

Submitted: 2026-08-29

Updated: 2026-08-29

Code: https://github.com/aix-sc/isc

Terminology

• Fidelity — 13× in this paper · explained in 2 episodes
• Provenance — 8× in this paper · explained in 4 episodes
• RAG — 3× in this paper · explained in 3 episodes
• Accuracy — 2× in this paper · explained in 1 episode
• Embeddings — 2× in this paper · explained in 2 episodes
• Consistency — 1× in this paper · explained in 3 episodes
• Verification — 1× in this paper · explained in 2 episodes

Sources

• Retrieval-Augmented Generation for Large Language Models: A Survey
• From Local to Global: A Graph RAG Approach to Query-Focused Summarization

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