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The RAG System Compiled Claims Before the Query

Ingest-time semantic compilation treats validated atomic claims and embeddings as a maintained database object.

Published Updated Story ID: mp-2026-08-24-019
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Summary

Ingest-time semantic compilation treats validated atomic claims and embeddings as a maintained database object.

On 500 held-out interview transcripts, compiled claims won all 32 budget-by-model cells, reaching 85.2 percent correct with roughly 2,200 reader tokens; the strongest chunk pipeline reached 72.5 percent with 16,300 tokens.

Why it matters

Ingest-time semantic compilation treats validated atomic claims and embeddings as a maintained database object.

Limits and context

No additional limitation was separately recorded.

Key claims

  1. Ingest-time semantic compilation treats validated atomic claims and embeddings as a maintained database object.

    Evidence: source-2026-08-24-021

Sources

  1. arXiv preprint 2608.20845arXiv · primary research

Corrections

No corrections have been recorded for this story.

The RAG System Compiled Claims Before the Query · The Machine Press