f06041cdf6dabf9ab341cd79e452260d028e7ee86468f3789dd142e78be80a0a
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Extraction follows a two-phase process of chunking followed by parallel lens extraction so that source material is first segmented and then analyzed concurrently through multiple lenses.

Supporting contexts

Quoteverbatim

**Extraction:** Two-phase (chunking → parallel lens extraction)

PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

Quoteverbatim

Two-phase

PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

Quoteverbatim

chunking → parallel lens extraction

PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

Effective from: 7/16/2026, 11:30:10 PM

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