The Truth Unit

Four locked components. Justified before scored. Built once per domain. Re-used forever.

Truth Unit

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Locked subgraph

entities + edges

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Justification J(n)

justified · partial · retired

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Frozen scoring function

P × D × C × A · sort key over J(n)

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Provenance object

claim → source → chain

Q1
LLM reasoning · expensive
Q2
cache hit
Q3
re-score · cheap math
Answer + provenance
build path · one-time LLM
cached / re-score path · no LLM