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threats.

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Hybrid extraction

11 regex + LLM across 13 entity types

Knowledge graph

Community detection + temporal playback

Cognitive analysis

Narratives, severity, attack hypotheses

Tamper-evident audit

SHA-256 hash-chained logs

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