"""chat/pack_grounding.py — pack-grounded surface for cold-start DEFINITION and RECALL intents (ADR-0048). When the ``UnknownDomainGate`` fires with ``source="empty_vault"`` — i.e. the runtime has no session evidence yet — the runtime would otherwise emit the universal ``_UNKNOWN_DOMAIN_SURFACE`` disclosure on every turn, including for terms that are explicitly compiled into the ratified cognition pack. This module supplies a narrow, auditable alternative: when the input's intent is ``DEFINITION`` or ``RECALL`` AND the intent's subject lemma is present in ``en_core_cognition_v1``, return a deterministic surface composed from the pack lexicon's ``semantic_domains`` for that lemma, explicitly tagged as pack-sourced. Design constraints (matching the seven axioms): - Geometry-first: the pack lookup is by lemma surface, but the ``semantic_domains`` were curated against the same versors the vocabulary carries; the surface refers only to the lemma and its curated descriptors — no synthesis, no LLM fallback. - Reconstruction-over-storage: the surface is reconstructed from the pack at call time; the lexicon is loaded once and cached because ratified packs are immutable. - Dual-correction: any lemma not in the pack returns ``None``; callers fall through to ``_UNKNOWN_DOMAIN_SURFACE`` unchanged. - Compilation-last: no tensors, no kernels — JSONL read and string formatting only. - Trust boundary: every surface produced here is explicitly tagged ``pack:en_core_cognition_v1`` so the audit contract distinguishes pack-grounded surfaces from vault-grounded surfaces and from the universal disclosure. """ from __future__ import annotations import json from functools import lru_cache from pathlib import Path PACK_ID: str = "en_core_cognition_v1" _PACK_LEXICON_PATH = ( Path(__file__).resolve().parent.parent / "language_packs" / "data" / PACK_ID / "lexicon.jsonl" ) @lru_cache(maxsize=1) def _pack_index() -> dict[str, tuple[str, ...]]: """Load the cognition pack lexicon once and return ``{lemma: semantic_domains}``. Ratified packs are immutable; safe to cache for the process lifetime. Returns an empty dict if the pack is unavailable — callers must treat a missing pack as "no pack-grounded surface available." """ if not _PACK_LEXICON_PATH.exists(): return {} out: dict[str, tuple[str, ...]] = {} for line in _PACK_LEXICON_PATH.read_text(encoding="utf-8").splitlines(): line = line.strip() if not line: continue try: entry = json.loads(line) except json.JSONDecodeError: continue lemma = entry.get("lemma") or entry.get("surface") if not lemma: continue domains = tuple(entry.get("semantic_domains", ())) if domains: out[lemma.lower()] = domains return out def pack_grounded_surface(lemma: str) -> str | None: """Return a deterministic pack-grounded surface for *lemma*, or ``None``. The surface format is fixed: "{lemma} — pack-grounded ({pack_id}): {d1}; {d2}; {d3}. No session evidence yet." Only the lemma and up to three semantic_domains from the pack are emitted; both come directly from the ratified pack lexicon, with no rewording. The trailing disclosure is the constant trust-boundary label that distinguishes pack-grounded surfaces from vault-grounded surfaces (which would carry session evidence) and from the universal "insufficient grounding" disclosure (which carries neither). Returns ``None`` when: - the lemma is empty or not a string, - the pack lexicon file is unavailable, - the lemma is not present in the pack, - the pack entry has no ``semantic_domains``. """ if not lemma or not isinstance(lemma, str): return None key = lemma.strip().lower() if not key: return None index = _pack_index() domains = index.get(key) if not domains: return None head = "; ".join(domains[:3]) return ( f"{key} — pack-grounded ({PACK_ID}): {head}. " f"No session evidence yet." ) def is_pack_lemma(lemma: str) -> bool: """Return True iff *lemma* has an entry with ``semantic_domains`` in the pack.""" if not lemma or not isinstance(lemma, str): return False return lemma.strip().lower() in _pack_index()