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docs: research & requirements for document knowledge ingest - #98

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Adds docs/RESEARCH-document-knowledge-ingest.md: requirements, established patterns (Docling, PROV-O, schema-guided extraction), candidate tools (unverified, search-level) and an evaluation plan. Docs only; no code.

Refs #97

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https://claude.ai/code/session_01GgXQRGsprSZc2oXGNj9n8X

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Owner confirmed these are testing fixtures, safe to commit.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01GgXQRGsprSZc2oXGNj9n8X
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elasticdotventures merged commit 1e2b8c8 into main Oct 15, 2026
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