core/docs
Shay 948cca44e6 feat(phase3): multi_relation_walk closes Phase 3 v1 to 10/10 splits
Closes the mixed_relation_* (multi-step-reasoning) and composed_predicate
(compositionality) residuals with a single new operator plus a small
intent-classifier loosening. Both residuals shared an underlying shape:
walk any outgoing relation edge from the head, regardless of which
relation predicate appears at each step.

generate/operators.py:
  multi_relation_walk(triples, head, *, max_hops=5) -> WalkResult
    Walks any outgoing edge from head, accumulating a path across
    mixed relation types. Returns WalkResult with relation="<mixed>"
    so trace_hash records the cross-relation provenance explicitly.
    Deterministic, cycle-safe, first-write-wins on duplicate heads
    (across any relation).

generate/intent.py:
  _TRANSITIVE_QUERY_RE relaxed from a closed verb enumeration to any
  single verb-like word. "What does X (any verb)?" now routes to
  TRANSITIVE_QUERY consistently; unrecognised relations are handled
  by the pipeline's multi_relation_walk fallback rather than falling
  through to UNKNOWN. Verified no regression on 30 intent / realizer
  tests.

core/cognition/pipeline.py:
  _maybe_transitive_walk now does precision-first dispatch on
  TRANSITIVE_QUERY: try transitive_walk(relation) literal-match
  first, fall back to multi_relation_walk only when the literal
  walk returns a singleton. DEFINITION intents do not fall back
  (would be too permissive for "What is X?").

tests/test_inference_operators.py: 6 new TestMultiRelationWalk
tests covering single-relation pass-through, cross-relation walks,
cycle termination, max_hops truncation, and determinism.

Phase 3 v1 re-score:

  lane                       split        v1     v2     v3 (now)
  inference-closure          public       0.0    1.0    1.0  pass
  inference-closure          holdouts     0.0    1.0    1.0  pass
  multi-step-reasoning       public       0.0    0.73   1.0  pass
  multi-step-reasoning       holdouts     0.0    0.80   1.0  pass
  compositionality           public       0.06   0.31   0.69 pass
  compositionality           holdouts     0.0    0.30   0.80 pass
  cross-domain-transfer      public       0.0    1.0    1.0  pass
  cross-domain-transfer      holdouts     0.0    1.0    1.0  pass
  introspection              public       0.0    1.0    1.0  pass
  introspection              holdouts     0.0    1.0    1.0  pass

PHASE 3 v1 IS COMPLETE: 10 of 10 splits passing. Phase 3 exit gate
(>= 2 lanes passing v1 by phase exit) is satisfied five times over.
Foundation guarantees (premises_stored_rate, replay_determinism)
remain 1.0 across all lanes. Trace_hash bit-stability preserved
with operator invocation records folded in per ADR-0018.

Compositionality public at 0.69 / holdouts at 0.80 - the residual
failures are the novel_pair_under_seen_relation / novel_relation_on_seen_pair
cases whose contract authoring is itself ambiguous (the leakage
check in the v1 contract fires by design on those patterns). Those
are contract-refinement candidates for v2 of that lane, not
engineering work. Overall_pass threshold (>= 0.50) is comfortably
met on both splits.

CLI suites smoke / cognition / teaching / packs all pass; 53
operator+teaching+pipeline tests green; no regression.
2026-05-16 15:24:44 -07:00
..
architecture feat(physics): add mind-physics layer — ADR-0008/0009/0010, blueprint, and operator stubs 2026-05-12 23:20:58 -07:00
decisions docs(adr): resolve Agency + Tool-use scope decisions (ADR-0017, ADR-0018) 2026-05-16 14:51:42 -07:00
sessions feat(evals): Phase 0 — benchmark methodology lock-in and eval framework 2026-05-15 22:36:53 -07:00
capability_roadmap.md feat(evals): Phase 0 — benchmark methodology lock-in and eval framework 2026-05-15 22:36:53 -07:00
eval_methodology.md feat(evals): Phase 0 — benchmark methodology lock-in and eval framework 2026-05-15 22:36:53 -07:00
frontier_baselines.md feat(evals): frontier structural-zero baselines for Phase 2 v1 lanes 2026-05-16 12:45:28 -07:00
PROGRESS.md feat(phase3): multi_relation_walk closes Phase 3 v1 to 10/10 splits 2026-05-16 15:24:44 -07:00
runtime_contracts.md Clean up runtime contracts before cognitive pipeline 2026-05-14 18:47:59 -07:00
RUST.md Activate and verify Rust backend 2026-05-13 22:23:48 -07:00
Whitepaper.md docs: update Whitepaper and Yellowpaper with ingest governance, sensorium layer, and pipeline diagram 2026-05-13 11:20:38 -07:00
Yellowpaper.md docs: update Whitepaper and Yellowpaper with ingest governance, sensorium layer, and pipeline diagram 2026-05-13 11:20:38 -07:00