Initial commit: Ten31 Signal Engine (ingest, scoring brain, corpus seeds)

2026-06-15 09:24:29 -05:00
commit a6aec77506
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+"""Extraction (§4.2) — local LLM → structured claim units. The cost & quality center.
+
+Emits at the level of the PROPOSITION: a passage may yield 0..N claims, and MOST passages yield
+zero. An extractor that dutifully emits a claim per chunk reintroduces exactly the noise the rest
+of the system is designed to remove.
+"""