The fourth and final Q1 rung: route the Q1-C rendered question onto the
contemplation bus as the QUESTION_NEEDED tenant (sibling of PROPOSAL_EMITTED),
off-serving. Consumes render_question VERBATIM — Q1-D constructs no prose, so the
Q1-C grounded-rendering wrong=0 guard is never bypassed by a second surface.
- generate/contemplation/findings.py: add Terminal.QUESTION_NEEDED.
- core/epistemic_disclosure/limitation.py: ask_question's home terminal is now
QUESTION_NEEDED, making terminal_for_action total (all six actions map onto
shipped terminals — the consolidation proof is now complete, not 'five of six').
- core/epistemic_questions/delivery.py: DeliveredQuestion (proposal-only artifact,
cannot wrap an unrenderable question / cannot be served / answer_binding reserved
None — illegal states unrepresentable), DeliveryOutcome, deliver_ask, the
teaching/questions sink emitter, and AnswerBinding (reserved for Q2).
Rulings honored:
- D1: off-serving only — no served surface, no ask_serving_enabled, no chat wiring.
- D2: an unrenderable ASK falls back to the family's standing disposition
(PROPOSAL_EMITTED if it still proposes, else NO_PROGRESS) — never a contentless
QUESTION_NEEDED. Enforced twice: in deliver_ask and structurally in __post_init__.
- D3: Q1B_ASK_CARVE_OUT untouched — registry keeps proposal_allowed=True; both
signals coexist off-serving so no operational signal is lost.
- D4: sink under teaching/questions/ (sibling of teaching/proposals/).
- D5: strictly single-slot — multi-slot is unrenderable, takes the D2 fallback.
Tests: 16 delivery tests (happy path verbatim, both D2 fallback branches,
structural guards, idempotent sink, off-serving AST) + updated the two limitation
consolidation tests for the now-total terminal map. smoke 90/0, affected suites
128/0.
CMB (r4_combined_rate) now participates in route_setup and bounded contemplation. R1/R2/R3 readers/
solvers, the CMB reader/solver/oracle, and serving are all UNCHANGED — pure shared-infra integration,
no new comprehension capability (that was CMB-c).
- model.py: Organ += r4_combined_rate.
- classify.py: classify_cmb + _cmb_signature (organ-tagged, cross-organ-distinct) + cmb_reason —
namespaces CMB reasons cmb_* before the reason-string-keyed registry sees them, so a CMB boundary
never inherits R2/R3's family for the SAME bare string (R3 rate_unit_mismatch is a GROWTH surface;
R2/R3 non_integer_solution carry other owners). not_combined_rate_shaped/empty stay bare -> the
cross input_shape family (router hygiene).
- failure_family.py: Owner += r4; input_shape += not_combined_rate_shaped; 8 CMB families
(must_remain_refused: cmb_unit_mismatch [until a dimension registry exists — NOT forever],
cmb_combine_ambiguous, cmb_underdetermined, cmb_non_positive_net, cmb_non_integer; proposal_allowed
-> cmb_gold_fixture: cmb_unsupported_rate_count/_reciprocal/_clock_interval).
- pass_manager.py: _solve_and_verify_cmb (solver Refusal -> REFUSED_KNOWN_BOUNDARY, never a proposal).
CMB-over-R3 domain-precedence rule (cmb_is_authoritative): when CMB POSITIVELY recognizes
combined-rate shape (a setup, or a substantive cmb_* refusal — NOT the input_shape step-aside), R3's
broader single-rate over-read of the SAME text is inadmissible — for BOTH routing (veto R3
setup_correct) and family attribution (suppress R3 so CMB's sharper diagnosis owns the
terminal/proposal). This came from a pre-build cross-organ pressure-test: R3 reads 'Anna and Ben
paint together; Anna paints 3 rooms/hour. How many do THEY paint in 4 hours?' as a single rate and
would confidently answer a wrong 12. The rule fixes that (-> REFUSED) without touching R3. It does
NOT mean 'CMB always wins': on input_shape CMB cedes (a plain single-rate car problem routes to R3
and solves 180). Narrow CMB<->R3 instance of a future general domain-specificity adjudication.
Tests: new test_cmb_router_contemplation (full terminal matrix; cmb-11 veto-no-wrong-answer; cmb-15
cede-to-R3; solver-refusal-never-proposes; CMB-owned proposal-only artifacts mounted:false; no gold
ambiguous; off-serving AST). Extended router-organ-hygiene to CMB x R1/R2/R3 (0 breaches).
test_setup_router/test_r3_router_contemplation attempt-count 3->4; test_failure_family ALL_REASONS +
growth set. 97 CMB-d tests; 597 broad-net pass (1 unrelated pre-existing red); CMB organ lanes green.
The mandatory lookback before CMB-d (3+ PRs on one surface; next-phase boundary). A 5-dimension
read-only fan-out audit over the 10-item checklist found the CMB-a/b/c substrate composes cleanly:
25 solid / 4 drift / 8 gap / 1 reader hazard. Doc:
docs/analysis/cmb-lookback-review-2026-06-08.md.
Fixes the one real hazard (H3): a query attributing the answer to a SINGLE agent ('how many words
does Alice type' with a distractor second rate) wrongly claimed the substantive
combine_mode_ambiguous — a hygiene over-claim that would corrupt the shared router in CMB-d. The
combined-query gate now excludes single-agent 'does <Agent>' attribution (_SINGLE_AGENT_QUERY) and
steps aside as not_combined_rate_shaped; the genuinely-combined forms ('do they' / 'are produced' /
'does it') still yield combine_mode_ambiguous. Pinned by gold cmb-16 + a reader test.
The review also resolves the CMB-d failure-family classification (input_shape:
not_combined_rate_shaped; must_remain_refused incl. rate_unit_mismatch — DECISIVELY, the reader has
no dimension representation so it cannot tell convertible from incompatible units; proposal_allowed:
combine_mode_ambiguous, missing_second_rate) and enumerates the live CMB-d registry preconditions
(not_combined_rate_shaped mapping, rate_unit_mismatch/non_integer_solution string collisions,
non_positive_net_rate family, Organ/ALL_REASONS extension). Provenance false-alarm (stale local main
checkout) noted + verified against origin/main.
gold 19/19 (6/5/8); reader 11/0/0 + 8 refused-correct; solver 6/0 + 5/0; 0 hygiene breaches; 123
tests; serving + R1/R2/R3 unchanged.
Third rung of the CMB ladder. Reads explicit combined-rate prose into a canonical
CombinedRateProblem or a closed reader refusal; graded by the CMB-a ruler + CMB-b solver via a new
run_reader lane. Off-serving; no router/contemplation/serving/ledger. Claim: 'English prose reads
into a canonical CMB setup or a closed reader refusal.'
Enforces the CMB-a 2x2 domain-entry grid + the deferral taxonomy (rate_unit_mismatch,
combine_mode_ambiguous, missing_second_rate, three_or_more_rates, reciprocal_work_rate_deferred,
clock_interval_deferred, not_combined_rate_shaped). Non-positive-net / non-integer stay the SOLVER's
refusals (the reader parses them). Router-organ hygiene: foreign R1/R2/R3 text steps aside as
not_combined_rate_shaped (the input_shape family), never a substantive boundary (0 breaches on all
36 R1/R2/R3 gold).
THREE adversarial verification rounds found 11 real wrong=0/hygiene hazards a curated-gold lane
cannot surface; all fixed + regression-tested. Root-cause fixes (not point-patches):
- cues are whole-word; difference = a CLEAN fill-vs-drain OPPOSITION classified per rate clause by
the verb in its own lead-in; rate_a=fill/rate_b=drain BY ROLE (a drain listed first still
subtracts); incidental drain nouns / drain-verbs-between-clauses no longer flip the mode;
- query duration + time-query quantity are read only from AFTER the 'how many' question, so neither
a premise number nor a transitional time marker is mistaken for them;
- the rate regex rejects decimals; substantive refusals are gated behind a real combination cue;
combine_mode_ambiguous requires a genuine COMBINED query (a compared pair steps aside);
- sequential segments (each rate carrying its own duration, tolerant of 'also for') step aside.
reader lane 11/0/0 + 7 refused-correct; gold 18/18; 19+17+3 adversarial triggers across 3 rounds;
126 tests (CMB + router/hygiene + R1/R2/R3 readers); serving + siblings unchanged.
Next (ladder): CMB-d router/contemplation wiring -> CMB-e ledger.
solve_combined_rate(CombinedRateProblem) -> int | Refusal over effective_rate = rate_a +/- rate_b.
effective_rate query returns the net (even <=0); quantity/time queries need a positive net rate
(non_positive_net_rate) and exact division (non_integer_solution). Pure integer arithmetic, no
float/Fraction (CMB v1 crosses no units). Off-serving. Graded by a new run_solver lane in
evals/combined_rate_oracle against the committed gold.
Adversarial 5-lens(+adjudicator) verification returned fix_first; both real hazards fixed:
- wrong=0 breach: negative known-slot inputs (time<0/quantity<0) bypassed the eff<=0 guard and
produced negative answers. FIXED UPSTREAM in model.py __post_init__ — rate_a/rate_b and the known
time/quantity are now positive ints, so the illegal state is unrepresentable and the solver can
never receive a negative-yielding path. Added model + gold (cmb-07d eff<0/time) + lane coverage.
- doc overclaim: the solver lane does NOT grade 'two independent paths' (both solver and the
oracle's _canonical_outcome delegate to model.effective_rate). Corrected both docstrings to name
the true anchor (committed gold + inline-computed literal tests) and added a difference-mode
inline-computed test.
R3-vac came back SOLID (separate PR). gold 18/18 (6/5/7); solver lane 6/0 + 5/0; 36 CMB tests;
router-hygiene + serving unchanged.
First rung of the combined-rate ladder, off-serving (imports no generate.derivation /
core.reliability_gate). Claims exactly: the combined-rate setup ruler is defined and
gold-valid. No reader/solver/wiring yet — no capability claim.
- generate/combined_rate_comprehension/: local RateUnit (decoupled from R3), CombinedRateProblem
(two-explicit-rates + per-query-slot guard; effective_rate = rate_a +/- rate_b; non-positive net
left to the solver, not the model).
- evals/combined_rate_oracle/: span-free signature (sum commutative / difference ordered) + a
NON-VACUOUS validator. 17 gold fixtures: 6 solved (full combine_mode x query grid), 4
solver_refuses, 7 reader_refuses (the complete refusal taxonomy + the 2x2 domain-entry grid).
Adversarial 5-lens verification returned fix_first; the validator now cross-checks every solved
gold and solver_refuses reason against the canonical arithmetic (_canonical_outcome) so a
mislabelled / arithmetically-impossible fixture is rejected (meaningful-fail per CLAUDE.md), with
dedicated tests. Added eff<0 and eff=0/time coverage fixtures; removed a dead determinism guard.
gold 17/17 valid; 25 oracle tests; R1/R2/R3 + router-hygiene + serving all unchanged.
Doc: docs/analysis/cmb-a-combined-rate-ruler-2026-06-08.md
Consolidation/true-up after #646-#648. Records the off-serving comprehension
system as one ledger: R1 relational arithmetic, R2 finite-integer constraints,
R3 explicit single-rate + exact minute/hour conversion, the router/contemplation/
proposal loop, the proposal-review reporter, idle_tick read-only visibility, and
the standing router-organ-hygiene invariant. Pins the whole-system lane state
(answer_wrong==0 everywhere) and the off-serving import-disjointness guarantee.
Also fixes a documentation-integrity defect the R2 batch introduced: the R2 ADR
took number 0211, which collided with ADR-0211 (Conformal Falsification Bench,
2026-06-06 — earlier, test-pinned, depended on by ADR-0216). The conformal ADR
keeps 0211; the R2 ADR is renumbered to the next free number 0217. Ratified
decision content unchanged; only the identifier and references move.
Option A (text-faithful): RateProblem gains time_unit (the duration's ORIGINAL unit; time stays int; defaults to the rate denominator). The SOLVER converts via convert_time -> exact Fraction -> int-or-refuse(non_integer); Fraction never leaves the solver, no floats. The reader accepts a convertible (minute<->hour) duration mismatch (keeps original time_unit); a non-convertible one still refuses rate_unit_mismatch. Signature includes time_unit ('30 minutes' != '30 hours').
Gold: r3-09 flips reader_refuses -> SOLVED (60 mph for 30 min = 30 mile, exact 1/2 hour; distractor 1800 rejected); new r3-13 non-convertible (3 gallons) stays rate_unit_mismatch. R3 gold 13/13; reader 9/0/0 -> answers 7/0/6 (setup_correct 8->9). Failure-family: rate_unit_mismatch now non-convertible-only -> still unsupported_rate_duration proposal surface; router-hygiene invariant stays green; R1 7/0/3, R2 10/0/0 unchanged. 119-test smoke green incl. invariants. Off-serving, no float path.
generate/rate_comprehension/conversion.py: convert_time(value, from_unit, to_unit) -> Fraction for known time units (minute<->hour), exact rational (fractions.Fraction), NO floats. is_convertible gates it. 30 minute -> Fraction(1,2) hour; non-time/non-convertible (minute<->mile, dollar<->hour) raises ConversionError so the caller still refuses rate_unit_mismatch. Tiny: only minute<->hour in v1 (length/currency/compound deferred). 6 tests incl. never-a-float guard.
classify_r3 normalizes the rate reader into a ComprehensionAttempt; route_setup now tries R1/R2/R3 (same exactly-one-setup_correct rule); the pass manager solves+verifies a routed r3_rate setup (solve_rate + reused answer-choice verifier); unsupported_temporal_state dropped from the unsupported-family set so temporal_state -> REFUSED_KNOWN_BOUNDARY. Organ gains r3_rate.
Terminal matrix (verified): 6 solved->SOLVED_VERIFIED; rate_unit_mismatch+combined_rates->PROPOSAL_EMITTED(unsupported_rate_duration); non_integer/missing_time/temporal->REFUSED_KNOWN_BOUNDARY; exactly 2 proposals (the rate-like gaps only).
REGRESSION CAUGHT+FIXED: R3's reader returned missing_rate (a substantive boundary) on non-rate R2 text, blocking r2-011's legitimate missing_total_count proposal via boundary-first. Fix: missing_rate only when a duration is present; else not_rate_shaped -> input_shape (not-my-domain) — same discipline as the N6 category_pair_not_found fix. r2-011 proposes again; R1/R2 unaffected. R1 7/0/3, 15-case 15/0/0, R2 10/0/0, R3 8/0/0 unchanged; off-serving; 121-test smoke green incl. invariants + idle contract suites.
generate/rate_comprehension/solver.py: solve_rate computes the one unknown — quantity=rate×time (always integer), rate=quantity÷time, time=quantity÷rate (exact division or REFUSE non_integer_solution, never rounds). Confirms compound-unit composition via the R3a algebra (defensive; a RateProblem's units compose by construction). answer_unit gives the answer's unit. No floats.
Ties to the gold: solves all 6 solved fixtures to gold; refuses both solver_refuses with non_integer_solution. Meaningful-fail: 100÷3 refuses (not 33), 99÷3=33. Off-serving. 5 tests.
generate/rate_comprehension/units.py: BaseUnit + RateUnit (numerator/denominator) + the three single-rate compositions — rate_times_time (mile/hour × hour = mile; refuses mile/hour × minute), rate_from_quantity_over_time (mile ÷ hour = mile/hour), time_from_quantity_over_rate (mile ÷ mile/hour = hour; refuses dollar ÷ mile/hour). A non-composing op raises UnitError (the wrong=0 dimensional gate), never fabricates a unit.
Deliberately tiny: bare-name units, no generic dimensional universe, no semantic unit-class typing, no unit conversion, no compound-of-compound. Fresh off-serving organ (generate/rate_comprehension/). 10 tests incl. all three refusals + consistent composition.
generate/contemplation/{findings,pass_manager}.py: a single bounded pass — route (N3) -> classify+enrich (N4) -> terminal -> maybe emit proposal-only (N5). No loops/daemon/L10. Seven terminals: SOLVED_VERIFIED / REFUSED_KNOWN_BOUNDARY / REFUSED_UNSUPPORTED_FAMILY / CONTRADICTION_DETECTED / PROPOSAL_EMITTED / AMBIGUOUS_ORGAN / NO_PROGRESS. R2 solved+verified end-to-end; R1 routed setup is SOLVED_VERIFIED (numeric answer stays the eval lane in v0).
Hazard found+fixed: N6 exposed that category_pair_not_found fires on ANY non-R2 text, so mapping it to a growth surface made gibberish falsely PROPOSAL_EMITTED. Reclassified it to input_shape and made missing_category_pair reserved — only the PRECISE missing_total_count/missing_weighted_total remain reachable growth surfaces. Classification is boundary-first (input_shape non-blocking), so a problem one organ recognizes as a substantive boundary never proposes against the other's broad refusal.
Acceptance proven: known correct refusal -> no proposal; unsupported gap -> proposal-only artifact (exactly the 2 missing_* gaps over the gold); answer-key contradiction -> CONTRADICTION_DETECTED; organ conflict -> AMBIGUOUS_ORGAN. 188 tests green incl. architectural invariants; R1 7/0/3 + R2 reader 10/0/0 unchanged; off-serving.
generate/answer_choices/{parse,verify}.py: parse_options normalizes {label:value} to {label:int} (int or single-integer string; ambiguous/empty refuse). verify_answer_choice ties a PROVEN value to exactly one option -> ChoiceVerdict(consistent); a disagreeing key -> ChoiceVerdict(contradiction) naming both the consistent answer and the wrong key (truth discipline, not a refusal). Refuses no_matching_option / ambiguous_options / unknown_provided_label.
End-to-end with C2 gold + C3 solver: every solved fixture solves, ties to its labeled answer, confirms consistent. Off-serving. 9 tests incl. contradiction-flag meaningful-fail.
generate/constraint_comprehension/solver.py: solve_two_var_linear (order-independent 2x2 integer Cramer's rule over typed constraints), the solve_two_var_count_weight specialization, and solve/answer_constraint_problem driving it from a ConstraintProblem. Four typed refusals: indistinguishable_weights (det==0), non_integer_solution (numer%det!=0, never rounds), negative_solution, verification_failed (identity backstop).
Ties to the C2 gold: solves all 7 solved fixtures to their gold value and refuses all 3 solver_refuses fixtures with EXACTLY the gold-claimed reason (the gold's reason is now solver-verified, not just annotation). Per-refusal meaningful-fail + positive re-substitution. Off-serving. 9 tests.
r1-07 now reads setup-correct and answers 6 — 'Nia has 9 more beads than Omar. Nia has 15. -> Omar = 6'. The reader binds the unknown base's unit FROM the relation when its subject is a known fact and its referent is the otherwise-ungrounded query target, so the equation is admissible; the answer oracle reverse-solves it (PR-7a). Bounded: single base == query target (no chains), known subject value, base not otherwise grounded, <=1 inverse (multiple_inverse_bases else), never over times/divide.
R1 setup 6/0/4 -> 7/0/3; R1 answers -> 7 correct / 0 wrong; 15-case 15/0/0; setup_wrong stays 0. Off-serving. Refreshes the R1 ledger to 7/0/3 (R1 closed; the 3 remaining refusals are wrong=0 boundaries).
Widen the aggregate-query recognizer so a multi-part total may be asked with a
trailing qualifier after 'have': 'How many X do A and B have altogether?' and
'... in total?'. The qualifier is stripped and honored ONLY for the multi-part
(sumquery) form — a single-entity query carrying it refuses, guarded by
'not aggregate'.
Phrasing-only: no new arithmetic, no new relation kind, no inverse solving, no
distractor/pronoun handling. The parts still flow through the existing sum_of;
an ungrounded part (unit unbound) or a unit-incompatible part (unit mismatch) is
refused downstream by the REAL admissibility check, so the recognizer cannot
over-read. Off-serving organ only (no generate.derivation / reliability_gate).
Flips r1-03 (more+altogether -> 25) and r1-04 (fewer+in total -> 34):
R1 setup 6 / 0 / 4 R1 answers 6 / 0 / 4 (setup_wrong 0, gold_error 0)
15-case 15 / 0 / 0 29 quant tests, 102 affected-file tests green
Tests are meaningful-fail: the single-entity-qualifier, ungrounded-part, and
unit-incompatible-part refusals each fail loudly if their guard is removed.
PR-6d adds the partition frame: combine all parts into a total, then split that
total equally into N containers. r1-06-subtotal-reused moves refused → correct —
the FIRST case where the divisor applies to a DERIVED symbol (the total), not a
directly given fact. That is real progress toward GSM8K setup comprehension,
where intermediate quantities are the norm.
Scope (kept narrow on purpose):
No new relation kind.
No new arithmetic operation.
No rational support.
No rounding/flooring.
No serving path touched.
The frame reuses the already-ratified pieces — SumOf(parts) + Div(Symbol(total),
Literal(N)) → divide_by — so this PR is reader-only (no IR / admissibility /
oracle / signature change).
Frame grammar:
"They combine their <unit> and split them equally into N <containers>."
+ "How many <unit> are in each <container>?"
-> total = sum(all facts); per_<container> = total / N; ask per_<container>.
wrong=0 boundaries:
- Exact-divisibility still gates the ANSWER, now over a derived total: 5+6=11,
11/3 is non-exact -> the setup reads correctly but the answer REFUSES (never
floors). Setup comprehension and answer exactness are cleanly separated.
- Partition/query coherence: a partition is read ONLY together with its
"in each <container>" query (and vice versa); container mismatch (box vs jar)
refuses. Prevents over-reading a story detail into an unused derived value.
Meaningful-fail verified: disabling the guard makes a dangling partition
wrongly comprehend.
Gates:
R1 setup: 4 correct / 0 wrong / 6 refused
R1 answers: 4 correct / 0 wrong / 6 refused / setup_wrong 0 / gold_error 0
15-case setup: 15 / 0 / 0
97 PR-6d tests + 99 relational/invariant tests green. Reader is off-serving
(no generate.derivation / core.reliability_gate import).
PR-6c adds the divisive comparative frame: "half as many" read as EXACT INTEGER
DIVISION. It is the divisor twin of PR-5c's multiplicative frame, and moves the
independent R1 gold's r1-02-half from refused → correct.
No serving path touched. No rational/fractional answer support added. Non-exact
division refuses.
Design (ADR-0134 amended — divide made symmetric with multiply):
- `_check_divide` now admits a SINGLE-DEP divide-by-dimensionless-literal
(item / dimensionless = item), the exact twin of single-dep multiply. The
2-dep rate-divide path is untouched. This keeps the IR's "literal operands
are not deps" invariant (proven in PR-6a) uniform across Mul AND Div, so the
reader builds both without a per-op special case and WITHOUT synthesizing a
divisor symbol that would pollute the setup-oracle's unit signature.
- `Div(Symbol, Literal)` IR node: "ref / divisor", operation_kind "divide",
projects to `divide_by`. Divisor-only contract mirrors the scalar-only one.
- Reader: `_DIVISOR_WORDS={half:2}` slots into the same 8-token "<WORD> as many"
template as the factor words; graph carries only the two entities.
- Gold reconciliation: r1-02 placeholder `times_as_many factor 0.5` → exact
`divide_by divisor 2` (gold 4). Makes the INDEPENDENT gold integer-faithful.
The wrong=0 boundary — exact divisibility:
the oracle admits `divide_by` only when `base % divisor == 0`. An odd base
halved REFUSES (gold_error), never floors to a wrong integer. Divisor must be
a nonzero int (0, 0.5, 1.5, bool all refuse); divisor=1 is intentionally the
identity (pinned). admissibility proves DIMENSION; the oracle proves EXACT VALUE.
Meaningful-fail (CLAUDE.md Schema-Defined Proof Obligations), both verified red:
- drop the `% divisor` guard → test_oracle_refuses_non_exact_division fails (returns 3).
- disable the single-dep divide branch → the admissibility test AND the reader's
`half` test fail (admissibility refuses → reader refuses → half stays refused).
Gates:
R1 setup: 3 correct / 0 wrong / 7 refused
R1 answers: 3 correct / 0 wrong / 7 refused / setup_wrong 0 / gold_error 0
15-case setup: 15 / 0 / 0
91 PR-6c tests + 60 relational lanes + 56 architectural invariants + 502
binding-graph/proof-chain/adapter tests green. All 8 SHA-content lanes match
(serving unmoved; admissibility has no generate.derivation/reliability_gate consumer).
The multiplicative comparative frame (PR-5c) admits exactly one shape —
Mul(Symbol, Literal), a unit-bearing symbol times a dimensionless integer
(count × scalar = count). That contract was held by OMISSION: to_relation's
`case _: return None` refused every other Mul shape, but no test would fail
if the guard were loosened, and no doc stated where the guarantee lives.
This makes the obligation meaningfully-failing (CLAUDE.md Schema-Defined
Proof Obligations), with no runtime logic change:
- test_mul_projection_admits_only_symbol_times_literal — Mul(Symbol, Symbol)
(a count×count product), a commuted factor, and compound factors all REFUSE
(to_relation → None). Verified to go red when a Mul(Symbol, Symbol) projection
arm is injected.
- test_literal_factor_is_dimensionless_by_construction — Literal has exactly
one field (value); a unit-bearing literal multiplication is unrepresentable,
not merely unchecked.
- test_scalar_only_guard_is_load_bearing — check_admissibility's `multiply`
dispatch products operand units generally (count×count → count², no refusal),
so it would NOT catch the masquerade. The projection arm is the sole boundary.
Docstrings on Mul and to_relation now state the scalar-only contract and that
it is enforced at the projection boundary, not in the dimensional checker.
Gates unchanged: setup-oracle 15-case 15/0/0 and R1 2/0/8 (setup_wrong=0);
77 expr/admissibility/reader/setup-oracle tests + 56 architectural invariants
green. No serving path touched.
The first capability slice on the R1 arc, gated by the setup-oracle: turn the
"twice / N times as many" reading from REFUSED into a correct setup, without a single
misread. Builds on the typed IR (PR-4) and the R1 gold (PR-5b).
- IR: a Mul(symbol, literal-factor) node — to_canonical_string "ref * factor",
operation_kind "multiply", dependencies {ref}, to_relation -> times_as_many. The
product keeps the symbol's unit (count * scalar = count), admitted by the REAL
check_admissibility multiply path (the literal factor is dimensionless, not a dep).
- Reader: a multiplicative template "Y has <factor> as many <unit> as X" (factor word:
twice/double/triple/quadruple) and "Y has <N> times as many <unit> as X", checked
BEFORE the digit gate (the factor may be a word). 'half' (a /2) is deliberately
deferred — divide-by-literal is a separate admissibility path.
- setup-oracle: relation_signature now canonicalizes times_as_many.
Setup-oracle R1 result: 2 setup_correct (r1-01 twice; r1-05 the multi-step chain
ivy/jon=3*ivy/kim=jon+2), 0 setup_WRONG, 8 setup_refused. Every hard negative stays a
safe refusal: missing-base (Rosa ungrounded), ambiguous referent, distractor, inverse,
partition, 'altogether'/'in total' phrasings, and 'half' (divide). wrong=0 held through
the first capability addition.
Gates green: setup-oracle R1 setup_wrong=0; 15-case setup gate 15/15 setup_wrong=0;
relational_metric answer lane 15/15 wrong=0; binding-graph admissibility + realize +
architectural invariants + chat-runtime + pipeline (122+). No serving path touched (this
reader feeds the relational_metric / setup-oracle lanes, not the candidate-graph serving).
Internal hygiene + future-proofing. No serving path, no new capability — the 15-case
reader is structurally cleaner and the projection no longer recovers meaning by
re-parsing a string.
- New generate/quantitative_expr.py: a typed Expr IR (Literal/Symbol/Add/Sub/SumOf) with
to_canonical_string (BYTE-IDENTICAL to the legacy "ref + delta" / "ref - delta" / "a + b"
format), dependencies, operation_kind, and to_relation (the structured projection).
- The reader builds the Expr per equation as the SOURCE OF MEANING; rhs_canonical,
dependencies, and operation_kind are all DERIVED from it (BoundEquation stays a string —
the binding-graph's deliberate decoupling layer is untouched). QuantComprehension carries
the IR as equation_exprs.
- to_relational_metric reads the IR via to_relation — the rhs_canonical string-reparse is
GONE. An unhandled equation shape refuses (None).
- The dead _rhs string builder is removed.
Gates held: relational_metric answer lane 15/15 wrong=0; setup-oracle 15/15 setup_wrong=0;
malformed-target refusals intact; realize-binding-graph + architectural invariants green
(95). rhs_canonical is byte-identical, so the binding-graph + downstream hashes are
unchanged. No model change.
This is the foundation PR-5's R1 frames build on — structured equations, not string parsing
— and only after independent R1 gold is hand-authored.
Completes the PR-1 migration. The question target now has a single source of truth:
the binding-graph's sole BoundUnknown. The sidecar QuantQuery dataclass + the
QuantComprehension.query field are DELETED.
- New helper single_unknown(graph) -> BoundUnknown | None: returns the sole target, or
None on a graph that does not carry exactly one. Zero unknowns (no question) and
multiple unknowns (ambiguous) both REFUSE — the consumer must never pick one.
- to_relational_metric reads the query from single_unknown(graph) (refuses on None).
- realize_quantitative reads the asked symbol from single_unknown(bg) (NotRealized on None).
- Tests: the .query assertions move to single_unknown; new malformed-graph tests prove
0 and >1 unknowns REFUSE rather than pick one (the wrong=0 boundary).
Byte-identical where it matters: relational_metric answer lane 15/15 wrong=0, setup-oracle
15/15 setup_wrong=0, realize-binding-graph + architectural invariants green. No serving
path touched. No dangling QuantQuery reference remains.
Two coupled, additive, off-serving changes toward the typed math-comprehension organ.
No serving path touched; the relational_metric answer lane stays 15/15 wrong=0.
PR-1 — QuantQuery → BoundUnknown. comprehend_quantitative now emits the question
target as a BoundUnknown INSIDE the binding-graph (symbol_id, state_index="terminal",
question_form "count"|"total", expected_unit), so the graph is a real question-bearing
mathematical object and its canonical serialization carries the target. The external
QuantQuery is RETAINED, consistent-by-construction, so the two consumers
(to_relational_metric, realize/quantitative) are byte-identical; a follow-up rewires
them onto graph.unknowns and drops the duplicate field.
Setup-oracle lane (evals/setup_oracle) — grade the READING, not the answer. The
relational_metric lane scores answers, which can bless a semantically-wrong derivation
that coincidentally lands on the right number (the exact hazard the held-out
measurements + the 2/87 resolve_pooled probe exposed). The setup-oracle compares the
reader's comprehended STRUCTURE — a span-free signature of facts + typed equations +
the BoundUnknown target — against the INDEPENDENT gold structure (the relational_metric
cases' own relations/query, authored separately from the binding-graph reader). A
structural mismatch is setup_wrong, the wrong=0-critical count, even when the answer
would be right. v1 grades structure (units deferred — covered by admissibility). The
reader reads all 15 cases with the gold structure (setup_wrong=0); a meaningful-fail
test proves the oracle catches a right-answer/wrong-structure reading (it is not
decoration). `python -m evals.setup_oracle` exits nonzero iff setup_wrong > 0.
This is the measurement rig BEFORE investing in frame families: setup_wrong=0 is the
gate; serving must not move while setup_wrong > 0. It is the first milestone of the
math-comprehension organ, not a path to "solve GSM8K".
Verified: setup-oracle 15/15 setup_correct wrong=0; quantitative + setup-oracle unit
tests (17); realize-binding-graph + binding-graph + architectural invariants (183).
Completes the ADR-0206 §5 math-serving deferral in its own careful PR. The GSM8K
wrong=0 serving gate, select_self_verified, now takes a ReachPolicy. This changes
NO serving behavior today — it is the safe, byte-identical, sanctioned first edit to
the most wrong=0-critical line, with a live-wiring test, so a future VERIFIED
widening has a precise, proven integration point.
Why it can't actually widen yet (the tension scoping surfaced): GSM8K wrong=0 is
ABSOLUTE (zero wrong, ever); a reliability license is STATISTICAL (a 0.99 Wilson
floor); math answers aren't disclosed like the cognition path (E). So widening the
math serve on a statistical license would eventually serve a SILENT wrong. ADR-0206
§4 foresaw this: VERIFIED is "the only state that will license widening past gold,"
and it is reserved pending a canonical-comparison pass (the soundness≠correctness
gap) that is unbuilt.
Design (safe by construction):
- select_self_verified(..., policy=STRICT_POLICY). STRICT (the default every one of
the 5 callers passes) is the prior logic verbatim — unique answer → Resolution;
zero-verify or disagreement → refuse. Byte-identical: the pinned serving-lane SHAs
(demo_composition 3a3d09f3, fabrication 01e1b6b7, math_teaching_corpus eaf160d1)
are unchanged; Resolution is unchanged; no import cycle.
- A wider reach resolves a disagreement ONLY via _canonically_verified — the VERIFIED
gate — whose body returns None (capability unbuilt). So the widening is
STRUCTURALLY inert: a disagreement refuses regardless of policy. wrong=0 holds by
construction, not caller discipline. A statistical reliability license is NOT
consulted by the math path (the cognition/math asymmetry is deliberate: cognition
discloses, math is absolute).
- test_seam_is_live_wiring injects the gate to prove the consumer fires under a wider
reach — and STRICT still refuses even then.
Verified: smoke (90), invariants (56), governance + selfverify + ms2 (354 incl. the
new seam tests), GSM8K serving regression byte-identical (the one red,
test_serving_unchanged_by_search expecting stale 6/44, fails identically on clean
main — a pre-existing stale artifact, not this change). Three-lens adversarial review
(byte-identity/seal, structural wrong=0 inertness, no-overclaim): all held.
The real unlock — a VERIFIED canonical-comparison producer — is scoped in
docs/analysis/VERIFIED-canonical-comparison-scoping-2026-06-06.md (recommended:
back-substitution / constraint-satisfaction on a checkable problem class). Still
deferred: SITUATE (stakes), the live FEED-BACK loop, reach_level JSONL emission.
The final AGI-spine step (A INSTRUMENT → B WIRE → C DEEPEN → D CLOSE → E ESTIMATION).
The engine may now SERVE a DISCLOSED estimate for a query it would otherwise refuse —
but only for a predicate-class that has measured itself reliable, and never as fact.
This executes the ADR-0206 §5 cognition-path widening: the bridge's LICENSE node
(reliability_gate.license_for), previously "built — not yet called from serving", is now
called. govern_response returns APPROXIMATE iff a genuine licensed Action.SERVE
LicenseDecision is passed (STRICT for every other input — so every existing serving call
site is byte-identical); shape_surface DISCLOSES the estimate as "[approximate] …".
Mechanism:
- generate/determine/estimate.py — a BLIND converse-guesser: told p(a,b), asked p(b,a),
it commits the converse. It never reads the pack's symmetry metadata; whether the guess
is right is MEASURED, not assumed.
- evals/determination_estimation/ — the gold lane: run_practice (sealed, ADR-0199) folds
the converse-guesser over symmetric (sibling_of) vs directed (parent_of) cases, scored
against the pack's graph.edge.symmetric truth (gold independent of the solver). The gate
DISCRIMINATES: sibling_of earns SERVE (660 correct → Wilson floor 0.990046 ≥ θ_SERVE),
parent_of does not (660 wrong → 0.0). The license is earned by VOLUME — 657 perfect
commits is the exact θ_SERVE=0.99 threshold (656 is below).
- generate/determine/data/estimation_ledger.json — the ratified committed ledger,
hash-verified on load (a hand-edited ledger raises RatifiedLedgerError); it IS the
deterministic sealed-practice output (a GSM8K-style --check test pins this).
- chat/runtime.py — when a converse query is refused and the class holds a SERVE license,
the disclosed estimate is surfaced through the bridge (gated by config.estimation_enabled,
default OFF; only meaningful with accrue_realized_knowledge).
Invariants:
- wrong=0 by construction — an estimate is ALWAYS disclosed ([approximate]), never a silent
commit (UNVERIFIED_POSSIBLE is never in APPROXIMATE's admissible set), and only a genuine
ratified license widens (a forged {"licensed":True} dict / a PROPOSE license / an
unlicensed SERVE all stay STRICT). Defense-in-depth: type-gate ∧ admissible-set ∧
hardcoded disclosed state.
- never self-authored — ceilings stay at safe defaults (θ_SERVE=0.99); the engine cannot
raise its own bar. The ledger is sealed practice, hash-verified.
- session/serving only — no corpus/pack/identity/proposal/vault mutation; the HITL teaching
path is untouched. Deterministic; no clock/random.
- byte-identical for every non-E turn (the 2643 govern_response call passes no license).
Out of scope (separate ADR-0206 §5 PRs): the math-serving seam (select_self_verified,
touches the sealed metric), SITUATE (stakes), and the live FEED-BACK loop.
Verified green: smoke (90), architectural invariants (56), response_governance (321,
incl. the new license-gated widening test), the determination-estimation lane (12), and
the B/D/determine regression net. Four-lens adversarial review (disclosure/wrong=0,
calibration integrity, byte-identity, boundary/determinism): all held. Design:
docs/analysis/E-estimation-design-2026-06-06.md.
CLOSE the autonomous-loop spine: when idle, the engine consolidates each
soundly-derived determination back into the held self, so the next determine()
reaches it directly and can chain one hop further. The directly-answerable set
climbs monotonically across idle ticks to the deductive-closure fixed point.
Mechanism — generate/determine/consolidate.py::consolidate_once runs ONE
semi-naive layer of the member/subset deductive closure (member∘subset → member,
subset∘subset → subset; NEVER member∘member — instance-of is not transitive).
Each one-hop conclusion not yet realized is VERIFIED by the sound+complete
proof_chain ROBDD (reusing C's single verifier _verify_subsumption) and written
back via generate/realize::realize_derived as a SPECULATIVE realized record
carrying derived-provenance (premise structure_keys + rule + the ENTAILED
verdict). idle_tick gains a consolidation pass gated by the new
config.consolidate_determinations (default OFF); IdleTickResult.facts_consolidated
reports the layer.
Invariants held:
- wrong=0 — every consolidated fact is a sound-rule conclusion confirmed by the
sound+complete decider; member∘member is structurally unreachable (a member fact
is only ever extended by a subset edge). _verify_subsumption now refuses a
mislabeled/wrong-arity path (belt-and-suspenders now that consolidation is a
second caller), so the fallacy cannot be laundered through a corrupted chain.
- honesty — a fact derived from SPECULATIVE premises stays SPECULATIVE / as-told;
the soundness of the inference never upgrades the standing of the premises.
COHERENT is never minted.
- teaching-safety — SESSION memory (immediate), an extension of the realize path;
NOT corpus mutation and NOT coupled to proposals. The HITL path is untouched.
- determinism/replay — pure function of the realized set; sorted write order;
derived structure_key identical to a told fact's; provenance round-trips through
the Shape B+ snapshot (consolidated facts resume the SAME life across reboot).
- no new normalization — writes reuse the INV-21-allowed vault writer;
algebra/versor.py keeps closure.
Falsification — evals/determination_closure: a frozen replay seeds a deep is-a
chain and runs idle ticks; asserts the closure climbs monotonically to a complete
fixed point (no-op final tick), wrong=0 (member∘member canary never derived, no
fabricated membership), all derived facts SPECULATIVE, and every derived record
re-verifies ENTAILED from its recorded premises.
Verified green: smoke, runtime, cognition, architectural invariants, plus the new
D unit + lane tests and the determine/realize/persistence regression net. Five-lens
adversarial review: 4 lenses held; the 5th (normalization) was a misattribution
(pre-existing vault reproject, triggered identically by the merged realize path,
on sanctioned null-vector storage). Design + findings: docs/analysis/
D-close-consolidation-design-2026-06-06.md.
DETERMINE was one-hop. C answers a member/subset query that holds by SOUND transitive
subsumption when direct entailment misses: member∘subset* and subset∘subset (the
Description-Logic is-a rules). 'Socrates is a man. All men are mortal. Is Socrates
mortal?' -> yes, as told.
wrong=0 hazard surfaced and closed: member∘member is NOT transitive (instance-of vs
subclass-of) — 'Socrates is a man. Man is a species.' does NOT entail 'Socrates is a
species'. That rule is NEVER an edge, so the fallacy is unreachable (bite-tested). The
reader's member/subset split (X is a Y vs all Xs are Ys) is exactly the instance-of/
subclass-of distinction that makes the included rules sound.
Mechanism: SEARCH-then-VERIFY. Reachability over the sound edges finds the chain, then
the proof_chain ROBDD verifies that chain's propositional entailment (O(path) premises).
Full O(n³) grounding into proof_chain was tried and rejected: it overruns the
canonicalizer's per-conjunct recursion, and transitive closure is reachability, not
general SAT. Search-then-verify scales (11-hop chain determines in ~2ms) and keeps the
sound+complete decider as the wrong=0 verifier + proof artifact.
subset is now a supported direct-entailment predicate (a told subset(a,b) answers it);
the other categoricals (disjoint/intersects/some_not) stay excluded. Two existing tests
updated accordingly (subset->ungrounded, disjoint stays unsupported_query).
When accrue_realized_knowledge is on and a question turn is Determined over realized
knowledge, the user-facing surface IS that answer (generate.determine.render_determination):
'Yes — as I was told, truth is a concept.' The realizer's articulation_surface is
RETAINED as evidence — the determination is a user-facing SELECTION (like the
unknown-domain gate), not a rewrite. An Undetermined turn keeps the default
articulation surface (the honest 'I don't know'); flag-off never takes this path.
Basis is rendered honestly: SPECULATIVE grounds read 'as I was told', never 'verified'
(D0 only asserts answer=True, so the surface is an affirmation — no fabricated or
asserted-False string). Selection only: no field op, no normalization, proposes no
learning (HITL untouched).
Updates docs/runtime_contracts.md selection policy + adds the contract test in the
same PR (per the surface-contract discipline).
Lookback (adversarial verify) found a comprehension-layer wrong=0 hole: an argument
slot only refused on reader._RESERVED tokens, so connective heads leaked through —
'Carol is the sibling of Dan during school.' fabricated sibling_of(carol,
dan_during_school) and realized it, while the asymmetric twin '… during the trip.'
refused (article leaked). The fabricated compound entity entered realized memory,
breaching the never-fabricate floor.
Fix: (1) argument slots must be FREE of connective tokens (a leaked connective head =
unparsed relational structure -> refuse 'extra_relational_structure'); (2) the copula
must sit STRUCTURALLY adjacent to the connective, so a dangling copula ('Monday before
Friday is.') and a period-question-as-statement ('Is Monday before Friday.') refuse
instead of fabricating a fact. determine stays sound by construction; this closes the
reader-layer hole. Bite tests added for both classes + a 'no fabricated entity enters
realized memory' assertion.
First consumer of en_core_relational_predicates_v1: a fail-closed sibling reader
that maps '<A> is [the] <connective> <B>' onto the pack's closed predicate
vocabulary (parent_of, less_than, left_of, before_event, ...), producing a standard
Comprehension. realize_comprehension consumes it unchanged; determine's guard widens
from the single 'member' predicate to a CLOSED direct-entailment set (member + the
ground binary relational predicates), keeping categorical/propositional predicates
soundly excluded.
Direct entailment only — no transitive/symmetric/rule inference (symmetric-converse
questions are a sound-but-incomplete refusal, never a faked assertion). Only the
predicate is closed-vocabulary; arguments may be OOV. The pack is loaded explicitly,
not default-mounted.
wrong=0 bites: reader refuses non-template/negated/pack-absent surfaces; determine
asserts only on direct entailment and excludes categorical predicates.
From the mandated lookback audit of the composed R0→R1→R1c→OOV surface:
- wrong=0 HAZARD (medium): realize_quantitative trusted equation admissibility it
never checked. `comprehend_quantitative` runs real check_admissibility, but the
type does not enforce it, so a future non-reader constructor could slip a
dimensionally-incoherent 'pending'/'refused' equation into the held self (then
surfaced as-told by DETERMINE). Now RE-ASSERTS admitted-status defensively ->
NotRealized("unadmitted_equation"); docstring corrected to match (no longer claims
the type guarantees it). Bite test via a hand-built pending-equation graph.
- Defensive: wrap binding_graph hashing -> NotRealized("unhashable_structure") so a
future numeric field is a clean refusal, not an uncaught TypeError mid-write.
- Coverage (the obligations now bite, not decoration): unadmitted_equation,
not_a_quant_comprehension, no_bound_fact, grounding_failed (monkeypatched probe),
cross-substrate coexistence (meaning_graph + binding_graph in one vault — recall
isolates, structure_keys differ), and the negated_relation refusal (hand-built,
since the reader encodes declarative negation in the PREDICATE not rel.negated).
- Drift: R0 idempotency test now names the actual dedup key (structure_key, not
content_hash); scope doc notes #591 made OOV placement injective (the §0/§1
non-injectivity finding describes the pre-#591 substrate).
Note: the lookback flagged negated_relation as a high reachable-untested hazard, but
verification showed the reader never sets rel.negated=True for declaratives (it
refuses "X is not a Y" or uses some_not/disjoint predicates) — so it is a defensive
branch, tested via a hand-built graph. Green: 35 realize + ruff clean.
The honest gear (roadmap Step 4). `determine(question: Comprehension | Refusal, ctx)`
answers a membership question ("Is X a Y?") ONLY from what the held self has already
REALIZED (R1a structural recall) — never from the field, an LLM, or absence.
Honesty (from the design review): every realizable record is SPECULATIVE, and
ADMISSIBLE_AS_EVIDENCE = {COHERENT}, so a determination grounded in SPECULATIVE records
carries `basis="as_told"` — "based on what I was told (unverified)", NEVER "verified".
Until COHERENT promotion exists (out of scope), D0 produces only as-told assertions or
typed `Undetermined` refusals. No estimation; no corpus mutation (teaching stays HITL
proposal-only).
Soundness (open-world, wrong=0): D0 asserts an answer ONLY on DIRECT structural
entailment by a realized fact; absence never refutes (so it never asserts a positive
answer from missing knowledge — it refuses). It asserts only `answer=True` on a direct
hit; it never asserts False. Negated questions and non-`member` queries are an explicit
`Undetermined` — D0 ships no entailment path the reader cannot exercise.
Tests (test_determine_d0.py, 8) BITE: present-but-non-entailing (a record about the
subject exists but not the asked relation) MUST refuse; the same question against a
fresh context with no realized fact flips Determined→Undetermined (the verdict is
entailment, not mere presence); the negated + unsupported-query refusals are exercised
via hand-built queries (the reader refuses them upstream, so a comprehend-based test
would pass vacuously). Independent of #593: reasons over R0/R1 `member` facts only.
Generalizes what REALIZE accepts, on the structural-key foundation from #592.
R1c — binding_graph / arithmetic realize:
- `realize_quantitative(QuantComprehension | Refusal, ctx)` realizes a comprehended
arithmetic structure (its admissibility-checked binding_graph) as a SPECULATIVE
record with `structure_kind="binding_graph"` and a span-free `structure_key` over
symbols/facts/equations. The only wrong=0 guard needed is the `Refusal` check —
factless input is already a Refusal upstream (the fact-count gate would be vacuous).
- Extracts the shared `_realize_structured` write path so meaning_graph and
binding_graph share ONE wrong=0 dedup/store point (the `.store` call stays in the
INV-21-allowlisted realize.py).
OOV — lift the in-vocab subject gate:
- R0 declined OOV subjects on the mistaken belief that OOV grounding is
non-deterministic. It is deterministic and reboot-stable, and #591 makes it
injective. Correctness rests on the structural key, not the versor, so OOV subjects
now realize normally. The "side-effect-free" comment is corrected: probe_ingest of
an OOV token mutates the shared vocab via a session-scoped `insert_transient` that
is NOT serialized into the snapshot, so reboot-stability rests on the vault record.
Honesty: the binding_graph entities (alice, the synthesized `total`) are symbolic/OOV
so the placement versor is deterministic-GIVEN-session-state, NOT subject-determined;
reboot-stability is carried by the Shape B+ snapshot of the exact bytes, and
distinctness by structural recall — never the (possibly colliding) metric. SPECULATIVE
always; versor_condition<1e-6 + exact CGA recall preserved; no parallel learning path.
Tests: test_realize_r1c_binding_graph.py (8) + test_realize_oov.py (6, incl. a
fresh-vocab reboot proving stability rests on the vault record not the transient) +
test_realize_r0.py oov test flipped to realize. Green: 35 realize + smoke locally.
R0 keyed a realized fact by its subject's field versor, which is NOT injective:
two facts about one subject embed to byte-identical versors and collide at inf on
metric recall (proven). R1 adds the missing structural key.
- RealizedRecord/metadata carry ordered `relation_arguments` (the relation-space
key R0's sorted `entity_names` discards) and a span-free `structure_key`.
- `recall_realized(ctx, subject=/predicate=/content_hash=/structure_key=/
structure_kind=/entity=)` retrieves realized facts by EXACT structural metadata
(no metric / ANN), via a new read-only `VaultStore.iter_metadata()` accessor.
- Idempotency now dedups on the span-free `structure_key`, so the same proposition
told from a different source/offset collapses (R0's span-inclusive content_hash
could not). Guarded by an ambiguous-entity-name refusal — a wrong=0 defense,
since `Entity.name` is non-unique in the model (only `entity_id` is enforced).
- `content_hash` retained for provenance + replay_hash; `vault_index` pinned to the
live deque position.
Design adversarially verified (docs/analysis/REALIZE-R1-DETERMINE-scope-2026-06-06.md);
the false "established pattern" private-access comment is removed in favor of the
public accessor. wrong=0 + versor_condition<1e-6 + exact CGA recall preserved;
vault/store.py adds only a read-only accessor (no normalization). Green: 23 realize
+ 110 invariant/vault + 90 smoke; ruff check clean.
REALIZE roadmap Step 3, slice R0: the boundary that turns comprehension from an
EVAL ARTIFACT into accumulating living knowledge. A comprehended declarative fact is
integrated into the held self as a structured vault entry (versor, metadata) — NOT a
new store — so it inherits exact cga_inner recall, EpistemicStatus stamping, and
bit-exact Shape B+ persistence for free. Scope: docs/analysis/REALIZE-scope-2026-06-06.md.
generate/realize/realize.py — realize_comprehension(Comprehension|Refusal, ctx) ->
Realized(record, created) | NotRealized(reason):
- eligibility: a Comprehension (not Refusal) with NO queries and EXACTLY ONE
non-negated relation whose subject grounds IN-VOCABULARY. Everything else is a
typed NotRealized with zero vault writes (wrong=0).
- in-vocab-subject only: OOV grounding is non-deterministic across reboots (an
empirically-confirmed substrate gap), so OOV subjects are declined in R0.
- SPECULATIVE always (COHERENT is never a default — ADR-0021); provenance via
MeaningSpan source_span + structure_canonical; content_hash + replay_hash via
canonical-JSON SHA-256 (floats forbidden).
- idempotency: dedup by content_hash within the session (exact-canonical,
span-inclusive — safe direction only, never drops a distinct fact).
- durable schema admits a 2nd substrate later via structure_kind/structure_canonical.
- stores via the existing VaultStore.store path: no new embedder, no normalization
(closure stays algebra/versor.py), no parallel learning path.
Explicitly OUT of R0: COHERENT promotion, teaching-loop proposals, trace-folding,
relation-space recall, the arithmetic/binding_graph path.
tests/test_realize_r0.py (10) — eligibility (refusal/query/multi-relation/OOV all
write nothing); record fields; idempotency (re-told fact doesn't grow the vault);
SPECULATIVE status firewall (recall(min_status=COHERENT) excludes it); the
falsifiable exit gate (told -> realize -> snapshot -> reboot -> recall: byte-exact
content_hash + score + versor bytes, speculative, versor_condition<1e-6); and
replay_hash re-derivable after reboot. Gate verified to BITE (COHERENT default,
refusal-writes, reprojection-on-load all fail it).
INV-21: generate/realize/realize.py added to ALLOWED_VAULT_WRITERS — a sanctioned
writer (same VaultStore.store path, SPECULATIVE default, nothing on Refusal).
Adversarially reviewed (3 lenses: invariants/wrong0/honesty, determinism/boundary,
scope/adjustments) — no critical/high/medium findings; low/nit honesty wrinkles
folded (state-dependent-placement wording, span-inclusive-dedup note, direct
versor-bytes gate assert, replay_hash re-derivation test). 10 R0 + 90 smoke green;
lane SHAs 8/9 (sole miss = public_demo env flake; deductive_logic + math_teaching
unchanged -> no GSM8K coupling).
The binding-graph's FIRST comprehension consumer (doctrine-aligned: quantities live
in binding_graph, NOT the MeaningGraph). generate/quantitative_comprehension.py
reads arithmetic prose into SymbolBinding/BoundFact/BoundEquation and runs the REAL
check_admissibility (shell -> verify -> rebuild with the actual UnitProof) — there
is NO stamped "admitted": an equation is admitted only if its operand units verify.
Then to_relational_metric projects the binding-graph to the independent
relational_metric oracle for the verdict.
Templates (digits only; non-digit quantity REFUSES):
"<X> has <N> <unit>" -> BoundFact(X = N)
"<Y> has <N> more <unit> than <X>" -> BoundEquation(Y = X + N) op=add
"<Y> has <N> fewer <unit> than <X>" -> BoundEquation(Y = X - N) op=subtract
"How many <unit> does <Y> have" -> ask Y
"How many <unit> do <X> and <Y> have"-> total = X + Y; ask total
Unit modelling (honest, not faked): a noun the closed en_units_v1 pack knows is
used verbatim (dollars -> dollar/money); an UNKNOWN sortal noun (stickers, coins)
is a count of discrete objects -> the existing 'item' lemma (dimension count). So
admissibility stays a REAL check: count+count admits, count+money (a mixed-unit
sum) REFUSES with unit_mismatch — verified to bite.
comprehension_relational_metric: 15/15 wrong=0 (full coverage). Located OUTSIDE
generate/meaning_graph (it targets binding_graph, not the MeaningGraph) so INV-28
neutrality stays intact; oracle imports none of the SUT (new INV-25 lane).
Capability index breadth 7->8, score 0.928622 -> 0.937258, wrong_total 0, digest
50e0675b…
Tests: reader templates + count/known-unit modelling + admissibility-bite (mixed
unit refuses) + non-digit refusal; end-to-end full-coverage wrong=0; arithmetic
added to the structure-preservation generative panel (projected relations+query ==
ground truth); capability breadth 7->8; INV-25 arithmetic lane. 93 targeted + 90
smoke green; lane SHAs 8/9 (sole miss = public_demo env flake; deductive_logic +
math_teaching unchanged -> no GSM8K coupling).
Adds comprehension_propositional — the comprehension organ now reads the classic
propositional ARGUMENT FORMS end-to-end into the flagship deductive_logic ROBDD
oracle (the most robustly independent gold in the repo). The neutral MeaningGraph
now feeds FOUR independent oracles (set-membership, syllogism-validity,
total-ordering, propositional-entailment) from one interlingua — the Option-B
interlingua thesis validated.
reader.py: propositional templates (atoms are chunked NP ids; fits the existing
entities + n-ary relations + negation model — NO interlingua change, propositional
is not arithmetic-quantities):
- "if <P> then <Q>" -> implies(P, Q)
- "not <P>" -> asserted(P, negated=True)
- "<P> or <Q>" -> or(P, Q)
- "<P>" (single token) -> asserted(P) (bare-atom, single-token only to
keep the parse-or-refuse floor)
- "therefore <prop>" -> query of the same predicate
Relations now carry a negated flag end-to-end (asserted negation).
projectors.py: to_deductive_logic serializes propositional relations/query into
formula strings (keyword operators the oracle tokenizer accepts); returns None
(refusal) unless the comprehension is purely propositional, so categorical/ordering
comprehensions never leak into the entailment oracle.
evals: new evals/propositional_logic/v1 (12 cases — modus ponens/tollens,
hypothetical & disjunctive syllogism, the affirming-consequent / denying-antecedent
fallacies which the oracle marks "unknown"; gold = oracle verdict) + gold-only
runner + evals/comprehension/propositional_runner.py. Oracle "refused" (formula
unevaluable) is treated as a decline, never a wrong.
Scores: comprehension_propositional 12/12 wrong=0 (full coverage); no regression on
the 3 existing lanes (8/8, 7/8, 7/8). Capability index breadth 6->7, score
0.917231 -> 0.928622, wrong_total 0, digest 51df7bba…
Tests: reader propositional templates; to_deductive_logic projector tests;
end-to-end full-coverage wrong=0; propositional generative round-trip added to the
wrong=0 property suite (verified to BITE under a reversed-implies mutation);
capability breadth 6->7. 115 targeted + 87 smoke green. Lane SHAs 8/9 (sole miss =
public_demo env wall-clock flake; deductive_logic_v1 unchanged).
Recovers the multi-word-NP cases the reader previously refused, by adopting ONE
principled canonicalization contract (evals/comprehension/CANONICALIZATION.md) that
the reader AND the gold lanes both follow — so a committed answer can only match
gold or refuse, never silently mean something else.
Contract: a noun-phrase slot -> tokens lowercased, joined with "_"; a plural class
slot singularizes its head first ("metal objects"->"metal_object",
"North station"->"north_station", "Level one"->"level_one"). JOIN is chosen over
head-word-only ("metal objects"->"metal") because head-word-only is
information-destroying — it collapses "metal objects" and "metal tools" into one
false identity, itself a wrong=0 hazard.
reader.py: slot-based templates chunk multi-token NPs (_chunk / _chunk_class
replace the single-token _one / _one_class). Reserved-function-word guard fires only
INSIDE a multi-token slot (a lone "A" item is content, not the article). Still
parse-or-refuse: reserved-word leaks ("Compare beta with beta in the same order"),
non-pluralizable class heads (adjectival "trained"), and the ambiguous adjacent
two-NP subset query ("Are all <Xs> <Ys>?") all REFUSE.
gold (the contract update, logic-preserving — only term NAMES change):
- sy-v1-0008: metal/soft -> metal_object/soft_object (was head-word-only)
- to-v1-0005: red -> red_rank (was head-word-only)
- to-v1-0004: prose made internally consistent ("is after", "north station") +
north -> north_station (original prose used "North station" in the fact but
"north" in the query — a latent inconsistency)
- to-v1-0007: already conformed (level_one…), no change
Gold-only integrity runners stay 8/8 both lanes (structure+query+gold consistent).
Scores: set_membership 8/8, syllogism 6/8->7/8, total_ordering 4/8->7/8, all
wrong=0. Capability index re-frozen: score 0.814356 -> 0.917231, breadth 6,
wrong_total 0, digest 13d7db6c…
Tests: reader chunking + refusal tests; multi-word generative round-trip added to
the wrong=0 property suite (verified to BITE under a head-word-only mutation —
collapsed ids produce a wrong verdict the test catches); pinned counts updated.
100 comprehension/capability targeted + 87 smoke green.
Phase 2a r2/r3/r4 of the redefined plan: the general comprehension reader now
reads THREE independent-gold reasoning domains end-to-end (prose -> MeaningGraph
-> projection -> independent oracle -> answer vs gold), all wrong=0, and all
three are wired into the capability index.
reader.py — new domain-agnostic templates (function words + order; parse-or-refuse):
- categorical E/I/O: "no Xs are Ys"->disjoint, "some Xs are Ys"->intersects,
"some Xs are not Ys"->some_not (A "all Xs are Ys"->subset already existed)
- "therefore <categorical>" -> conclusion QUERY (same neutral predicate vocab)
- comparative facts: "<X> [is] <comp> [than] <Y>" -> less(...), closed
less/greater comparator lexicon, elided-copula support
- sort query ("sort ascending|descending", "... order from <low> to <high>")
and compare query ("compare <X> with <Y>")
- clause-splitting on commas / leading and|or for multi-clause sentences
projectors.py — to_syllogism (premises + validity conclusion, finite-model size 3)
and to_total_ordering (less-facts + sort/compare). Both return None when nothing
is honestly askable of their oracle (caller treats as refusal).
capability_index — wire 3 comprehension lanes into ADAPTERS; re-freeze baseline
breadth 3->6, capability_score 0.919641->0.814356 (geomean falls BY DESIGN as
honest partial-coverage domains join; wrong_total stays 0). digest 0a98b9b4...
Scores: set_membership 8/8, syllogism 6/8, total_ordering 4/8 — all wrong=0.
Multi-word NP handling is DEFERRED on purpose, not missed: the gold lanes
canonicalize multi-word NPs three contradictory ways ("North station"->"north",
"Level one"->"level_one", "metal objects"->"metal"), so no single general rule is
wrong=0-safe. The reader refuses multi-word NPs until the gold lanes carry a
canonicalization contract. Every refusal is a genuine harder phenomenon
(multi-word NP, adjectival predicate, trailing tokens) — never a readable case
silently dropped.
Tests: reader templates, projector unit tests, syllogism/total_ordering
end-to-end wrong=0 with pinned counts, capability breadth 3->6. 138 targeted +
87 smoke green. Lane SHAs 8/9 (sole miss = public_demo env wall-clock flake).
Disciplined Path β (field decode α was empirically falsified). Reads S-P-O
structure SYMBOLICALLY from the token sequence via domain-agnostic templates
keyed on FUNCTION WORDS + ORDER, mints content as MeaningGraph entities/relations,
parse-or-refuse (wrong=0 at the comprehension layer).
Templates (set_membership): 'X is a Y' -> member; 'all Xs are Ys' -> subset;
'is X a Y?' / 'are all Xs Ys?' -> queries; definite-NP ('the X is a Y');
conservative singularization incl. irregulars (people->person), refusing
unknown morphology rather than guessing.
End-to-end: prose -> comprehend -> project -> INDEPENDENT set_membership oracle
-> answer vs gold. Result on the real v1 lane: 8 correct / 0 wrong / 0 refused
(full coverage, wrong=0). Cross-content generality (animals/professions/geography)
asserted. 14 reader unit tests + 3 end-to-end tests, each bites under its
violation. Additive only; invariants + capability index green.
The refusal-first, provenance-carrying structure the field-decode produces and
the domain reasoners project from. Sibling of the binding-graph (ADR-0132) but
carries GENERAL meaning (entities + n-ary named relations), neutral to the
engine substrate (no algebra/field/numpy import), and imposes NO acyclicity
(relation cycles are well-formed, unlike the equation DAG).
Refusal-first construction: non-identifier ids, empty predicates, zero-arity
relations, duplicate entity ids, and relations referencing unknown entities all
refuse at construction. Deterministic to_canonical_string for replay/hashing.
Polarity (negated) is first-class. kind/predicate carry no closed vocab yet
(defer-substrate-vocab).
Phase 2a foundation under Path alpha (field standing-hand + refusal floor); the
field-decode -> refusal-floor -> MeaningGraph reader is the next increment.
18 new tests (each bites under its named violation); architectural invariants +
capability index green.
Composes the FieldState (A) and VaultStore (B) codecs with new codecs for
SessionGraph/TurnNode, ReferentRegistry/ReferentEntry, Proposition, and
DialogueTurn into SessionContext.snapshot()/restore() — the complete lived
session state that must survive reboot for resume-as-same-life.
- session/graph.py: TurnNode + SessionGraph to_dict/from_dict (versors bit-exact).
- session/referents.py: ReferentEntry + ReferentRegistry, preserving the
_slots<->_history object aliasing via slot->history-index (update_turn_versor
relies on `is` identity).
- generate/proposition.py + generate/dialogue.py: Proposition + DialogueTurn
codecs (relation_norm is derived in __post_init__, not persisted).
- vault/store.py: complete the metadata codec — vault metadata can hold a
Proposition ({"kind":"proposition",...} from generate/proposition.py), tagged
on encode and reconstructed on decode (lazy import, cycle-free). This closes a
gap Phase B assumed away ("metadata is primitives only"); surfaced by the
Phase C JSON-safe integration test.
- session/context.py: snapshot()/restore(). vocab/persona are NOT serialized
(shared, supplied at restore); restore() mutates self by design (a load).
Exit gate: a real 4-turn session, snapshotted and restored into a fresh context,
is field-equal — field bit-exact, vault recall identical, graph/referents/
dialogue preserved (incl. the referent aliasing). 9 new tests; INV-02 +
session-coherence regression green (68 passed).
Part of the A->E Shape B+ scope (Phase C).
generate/stream.py is a CLAUDE.md-forbidden normalization site, yet _close_final_state
re-closed the walk's final state with unitize_versor. The walk is built entirely from
versor_apply / Spin-manifold rotors (persona voicing, recall transitions, propagate_step),
so versor_condition < 1e-6 holds on the output BY CONSTRUCTION — the final unitize was a
true no-op (measured: final_state versor_condition = 2.98e-17 WITH and WITHOUT it).
- Remove _close_final_state + its unitize_versor import; GenerationResult.final_state=current.
- Reframe the "Drift fix 2" comment -> "recall-confidence weighting" (a selection policy,
not normalization; mislabeled per the L10 Decision 0 bright line).
- Test-first: add test_generated_final_state_satisfies_versor_condition_by_construction
(exercises voicing + seeded-vault recall); green before AND after removal.
Brings stream.py into forbidden-sites compliance.
The falsifiable experiment's measurements #2 (ablation) and #3 (diversity). Builds the
competent, code-disjoint SYMBOLIC reader (the control arm AND the C3 capability path)
and the ablation instrument that runs both readers through the real
verify_tier2_agreement gate.
VERDICT: C3 — the field is decoration on this domain (a sanctioned, honest negative):
- field_wrong_commits = [] (wrong=0 holds; the per-step drift guard refuses bad ints)
- field_caught_symbolic_errors = [] (the field caught ZERO symbolic errors)
- per-class diversity = 0 everywhere (both readers agree and are both correct)
- the only admitted-set change is the field LOSING coverage at the precision ceiling.
Insight: on forward-substitutable relations, geometric translation IS arithmetic
addition, so there is no metric over-determination for the field to exploit — field and
symbol are common-mode (Knight-Leveson), not a genuine second derivation. This is the
deductive finding's twin: logic was combinatorial (field can't earn it), additive is
arithmetically trivial (field adds nothing). The field needs metric-nontrivial AND
arithmetically-hard structure to earn a reasoning role — dedicated research, not
near-term. Field-as-reasoner is NOT earned; no field vote enters any serving path; the
field stays a servant. Capability path = symbolic (C3), not shipped here.
- generate/relational_symbolic_reader.py: competent independent reader (pure int).
- evals/relational_metric/ablation.py: the reusable decoration instrument.
- docs/analysis/field-wedge-ablation-result-2026-06-04.md: the recorded verdict.
All prior artifacts STAY (field reader = real wrong=0 read demo + 3rd panel domain).
Green: full wedge suite 104; 53 architectural invariants.
