5cd127e0bf9467a50eed1aafe90145727094d7fb66cb71968ed604879825b90c
active
contextual
axiomatic

Atomicity makes governance tractable because when a retrievable unit contains one claim instead of several loosely related statements, the system can independently score, approve, suppress, contradict, promote, or retire that claim.

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, 10:34:12 PM

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