5383cf98e6dccecc7c8fb9305642273c5397140a277d4d87799f22facbe8b9cc
active
contextual
axiomatic

Atomicity makes governance tractable because when a retrievable unit contains one claim instead of several loosely related statements, the system can score, approve, suppress, contradict, promote, or retire that claim without affecting unrelated text.

Supporting contexts

Quoteverbatim

Atomicity is what makes governance tractable.

Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

Quoteverbatim

When a single retrievable unit contains one claim instead of five loosely related statements

Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

Quoteverbatim

the system can score it, approve it, suppress it, contradict it, promote it, or retire it without dragging unrelated text along with it.

Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

Effective from: 7/16/2026, 10:34:06 PM

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