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Author SHA1 Message Date
Shay
c28e107dc7 feat(adr-0048): pack-grounded surface for cold-start DEFINITION/RECALL
Closes the surface-grounding gap isolated by ADR-0047's
characterisation.  Adds the ratified cognition pack as a second
grounding source alongside the session vault.

== chat/pack_grounding.py (new) ==

Loads en_core_cognition_v1's lexicon once (cached; immutable pack)
and exposes:

  pack_grounded_surface(lemma) -> str | None

Returns a deterministic, fully pack-sourced surface:

  "{lemma} — pack-grounded ({pack_id}): {d1}; {d2}; {d3}. No session evidence yet."

Every visible atom is the lemma or a verbatim semantic_domains
string from the pack.  No rewording, no synthesis, no LLM.

== chat/runtime.py ==

_stub_response gains optional pack_grounded_surface= parameter.
_maybe_pack_grounded_surface routes to the pack only when all four
hold: gate_source=="empty_vault", output_language=="en",
intent.tag in {DEFINITION, RECALL}, and intent.subject is a pack
lemma.  Safety/ethics refusal still takes priority above this branch.

ChatResponse and TurnEvent gain grounding_source ∈ {vault,pack,none}.
Main walk path tags responses "vault".

== core/cognition/pipeline.py ==

gate_fired detection moved from string equality on the universal
disclosure to provenance:

  gate_fired = response.vault_hits == 0 and response.grounding_source != "vault"

Same intent (suppress realizer template on gate-fired turns),
broader stub-path surface set.

== Characterisation (core eval cognition, 13-case public split) ==

  Metric                  Pre        Post     Δ
  intent_accuracy        100.0%     100.0%    0
  surface_groundedness    15.4%      46.2%   +30.8 pp
  term_capture_rate        0.0%      33.3%   +33.3 pp
  versor_closure_rate    100.0%     100.0%    0

Lift is non-uniform by design: only single-lemma DEFINITION/RECALL
on pack-known English subjects engage.  CAUSE/COMPARISON/VERIFICATION
and multi-word OOV subjects still return the universal disclosure —
fabricating those would violate the no-LLM-fallback doctrine.

== Tests ==

  tests/test_pack_grounding.py                          18 passed
  tests/test_semantic_realizer_integration.py (updated) 1 stub-path test
    pinned to the broader contract: surface is either universal
    disclosure or pack-grounded; never the realizer template.

== Lanes ==

  smoke 67  cognition 121  runtime 19  algebra 132
  teaching 17  packs 6

versor_condition(F) < 1e-6 invariant unaffected (no algebra changes).
2026-05-18 06:36:10 -07:00