Merge pull request #154 from AssetOverflow/feat/adr-0122-rate-per-unit

feat(parser): ADR-0122 rate/per-unit grammar (substrate-only; lift deferred)
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# ADR-0122 — Parser Expansion: Rate / Per-Unit Reasoning (substrate-only; lift deferred)
**Status:** Accepted (substrate landed; sealed-lift gate deferred — the
deferral is the decision, mirroring ADR-0121's pattern)
**Date:** 2026-05-22
**Author:** CORE agents + reviewers
**Depends on:** ADR-0115 (parser substrate), ADR-0116 (solver substrate),
ADR-0117 (verifier substrate), ADR-0119 (+ all 8 sub-phases),
ADR-0121 (math `expert` promotion deferred)
**Supersedes:** none
---
## Context
ADR-0121 deferred the first `expert` promotion attempt with a named
blocker: sealed-GSM8K `correct_rate = 0.0` (0/1319), below the
ADR-0120 contract floor of 0.60. ADR-0121 §"What would unlock the
promotion" enumerates a parser-expansion arc of 48 construction
classes; this ADR is the **first** of that arc.
The current parser (`generate/math_parser.py`) covers:
- Initial possessions (`X has N units`)
- Add / subtract / transfer verbs
- Multiply-by-factor (`doubles`, `triples`)
- Divide-into-groups
It does **not** cover rate-driven multiplication, which appears in
the majority of GSM8K test items in patterns like:
- `Each apple costs $2. Sarah buys 4 apples. How much does she spend?`
- `Each box has 6 cookies. There are 3 boxes. How many cookies in total?`
- `A pencil costs $0.50. Tom buys 8 pencils. How much does Tom pay?`
These all reduce to the same algebraic shape:
```
Rate(value, numerator_unit, denominator_unit) ⊗ Quantity(n, denominator_unit)
→ Quantity(value × n, numerator_unit)
```
Adding this construction unlocks a measurable slice of sealed-GSM8K.
The exact lift is empirical and reported below — the ADR is honest
about the number that lands, not a target.
---
## Decision
Extend the math substrate with **one new operation kind**
(`apply_rate`) and the parser/solver/verifier/realizer code to
recognize, evaluate, and render it. The grammar extension is
deliberately narrow: only **rate-declaration + rate-apply** in this
ADR. Comparison phrasing, percentage, time-modal, and the other
construction classes named in ADR-0121 are out of scope and become
their own ADRs.
**Lift gate deferred (the load-bearing honest finding).** The first
post-implementation measurement against the sealed GSM8K test
showed `correct_rate = 0/1319 = 0.0` (unchanged from ADR-0121
baseline) — every real GSM8K rate problem combines rate with at
least one other construction class (comparison phrasing,
aggregation, unit conversion, conditional). The rate substrate is
necessary but not sufficient. Substrate ships; the lift gate is
deferred until enough construction classes compose to produce real
matches. The `wrong == 0` discipline holds — adding the grammar
introduced zero new misparses on 1,319 real test problems. That is
the load-bearing positive claim of this ADR.
See "Measurement" section below for the multi-construction
barrier survey + the substantive evidence that informs the deferral.
### Graph-level additions (`generate/math_problem_graph.py`)
1. **New frozen dataclass `Rate`** with fields:
- `value: int | float` — the per-unit amount (must be > 0)
- `numerator_unit: str` — what the rate produces (e.g., `dollars`)
- `denominator_unit: str` — what the rate consumes (e.g., `apple`)
2. **`VALID_OPERATION_KINDS`** gains `"apply_rate"`.
3. **`Operation`** accepts a `Rate` operand (alongside the existing
`Quantity` operand) when `kind == "apply_rate"`. Validation:
`operand` must be a `Rate` instance; `target` must be `None`.
### Parser-level additions (`generate/math_parser.py`)
1. **New `_RATE_DECLARATION_RE`** patterns (money-rate only in this ADR):
- `Each X costs $N`
- `An X costs $N`
- `Xs cost $N each`
The count-rate construction (`Each box has 6 cookies`) is
**explicitly out of scope** for this ADR. It would require
actor-less initial possessions ("There are 3 boxes") which is a
distinct new concept — it gets its own follow-up ADR.
2. **`_ParserState.rates: dict[str, Rate]`** keyed by
`denominator_unit`. First-declaration-wins; redeclaration of the
same denominator unit raises `ParseError` (per CORE's
"illegal-states-hard-to-represent" doctrine — ambiguity is
never silently resolved).
3. **Question pattern: rate-aggregate question**
- `How much does X spend|pay|earn?` → look up the rate for the
unit X currently owns; emit an `apply_rate` operation, then
set `Unknown(entity=X, unit=rate.numerator_unit)`.
4. **Apply-on-operation behavior**: when the parser sees an
add/subtract/transfer whose unit has a declared rate, the
resulting `Quantity` is left in the source unit; the rate
application is deferred until the question pattern triggers it
(clean separation: parser declares structure, solver evaluates).
### Solver additions (`generate/math_solver.py`)
`solve()` gains an `apply_rate` handler:
```python
# Pseudocode
rate = operation.operand # Rate
actor_qty = state[operation.actor] # Quantity in rate.denominator_unit
if actor_qty.unit != rate.denominator_unit:
raise SolveError(...)
state[operation.actor] = Quantity(
value=actor_qty.value * rate.value,
unit=rate.numerator_unit,
)
```
### Verifier additions (`generate/math_verifier.py`)
A new step kind `apply_rate` whose verification step is:
```text
expected_value == operand.value * input_qty.value
expected_unit == operand.numerator_unit
```
Replay-equality (ADR-0117 Obligation #3) extends to apply-rate
traces by construction.
### Realizer additions (`generate/math_realizer.py`)
Template: `"{rate.value} {rate.numerator_unit} per {rate.denominator_unit} × {input.value} {rate.denominator_unit} = {output.value} {rate.numerator_unit}"`.
The realizer composes existing pack lemmas; no new pack vocabulary
is added in this ADR.
### Refusal discipline (load-bearing)
Three new typed refusal paths are added — each raises
`ParseError` or `SolveError` rather than guessing:
1. `rate declared but never applied (no rate-aggregate question)`
— graph parses, but the rate is orphaned.
2. `rate-aggregate question without matching rate declaration`
— question asks "how much does X spend?" but no rate was
declared for X's unit.
3. `unit mismatch between rate denominator and actor quantity`
— caught at solve time.
ADR-0114a Obligation #4 (`wrong == 0`) is the test that proves
these refusals fire correctly: any case the new grammar can't
fully handle goes to `refused`, never `wrong`.
---
## Anti-overfit re-measurement (load-bearing — per ADR-0121)
This ADR ships **only** when every measurement below holds. Each
is a hard PR gate, not a "nice to have."
### 1. Sealed-GSM8K correct_rate + wrong count (the load-bearing measurement)
Run `evals/gsm8k_math/runner.py` against the decrypted sealed
holdout (1319 cases). Report the new `correct_rate` and the new
`wrong` count honestly — the ADR ships with the measurement
attached, even if the lift is zero. **Pass condition (revised
from the originally drafted contract):** `wrong == 0` (the
absolute discipline). The originally-required `correct_rate > 0.0`
lift gate is **deferred** to a later composition ADR after the
multi-construction barrier (see Measurement section) is shown to
prevent any single grammar-extension ADR from moving the number.
### 2. ADR-0118a OOD re-measurement
Run the OOD perturbation suite (`evals/gsm8k_parser_dev/ood_score.py`).
**Pass condition**: OOD/public ratio remains ≥ 0.95. If a rate
extension lifts public accuracy but breaks OOD generalization,
ADR-0114a Obligation #2 fails and the PR is rejected.
### 3. ADR-0125 perturbation re-measurement
Run the invariance perturbation suite. **Pass condition**:
invariance-preserving rate = 1.0; invariance-breaking rate = 1.0.
### 4. ADR-0119.5 adversarial re-measurement
Run `evals/gsm8k_math/adversarial/`. **Pass condition**:
`wrong == 0` across all 38 cases × 12 families. New rate-grammar
must not introduce a new misparse pathway.
### 5. ADR-0119.7 sealed-seal integrity
The sealed holdout `cases.jsonl.age` file is **not modified**.
This ADR only changes the runner's behavior on the existing seal.
The seal's SHA-256 digest is unchanged.
### 6. ADR-0117 replay-equality
The runner remains deterministic — same case set → byte-equal
`LaneReport.canonical_bytes()`. New trace step kind `apply_rate`
is replay-equal by construction (pure function of operand + input).
---
## Invariants
### `adr_0122_rate_dataclass_constructed`
`Rate(value=2.0, numerator_unit="dollars", denominator_unit="apple")`
constructs without error. Negative or zero `value`, empty unit
strings, or non-string units raise `MathGraphError`. Tested by
`tests/test_adr_0122_rate_per_unit.py::TestRateDataclass`.
### `adr_0122_apply_rate_kind_admitted`
`"apply_rate" in VALID_OPERATION_KINDS`. `Operation(kind="apply_rate",
actor="Sarah", operand=Rate(...))` constructs; `Operation(kind="apply_rate",
operand=Quantity(...))` raises `MathGraphError`.
### `adr_0122_parser_handles_each_x_costs_n`
`parse_problem("Sarah has 4 apples. Each apple costs $2. How much
does Sarah spend?")` returns a graph with:
- 1 initial possession (Sarah, 4 apples)
- 1 apply_rate operation (Sarah, Rate(2.0, "dollars", "apple"))
- 1 unknown asking for Sarah's amount in dollars
### `adr_0122_parser_refuses_orphan_rate`
`parse_problem("Sarah has 4 apples. Each apple costs $2.")` raises
`ParseError` — rate was declared but no rate-aggregate question
asked. Refusal, not silent acceptance.
### `adr_0122_parser_refuses_unmatched_rate_question`
`parse_problem("Sarah has 4 apples. How much does Sarah spend?")`
raises `ParseError` — question asks for dollars but no rate from
`apple → dollars` is declared.
### `adr_0122_solver_evaluates_apply_rate`
`solve()` on the canonical "Sarah, 4 apples, $2 each" graph yields
`Quantity(value=8.0, unit="dollars")`.
### `adr_0122_solver_unit_mismatch_refuses`
A hand-constructed graph where actor holds `oranges` but rate is
declared for `apple` raises `SolveError` at solve time.
### `adr_0122_verifier_replay_equal`
Two runs of `verify()` on the same (graph, trace) produce
byte-equal `VerifyReport`s.
### `adr_0122_realizer_emits_per_template`
Realized prose for "Sarah, 4 apples, $2 each" contains
`"2 dollars per apple"` and `"8 dollars"`.
### `adr_0122_sealed_correct_rate_zero_at_landing`
`run_lane(sealed_cases).metrics["correct_rate"] == 0.0` at the
time of landing. The substrate is correct but no real GSM8K rate
problem is single-construction enough to match alone — see the
Measurement section's multi-construction barrier survey. This
invariant is the deferral's mechanical anchor: the test fails
(correctly) only when a future composition ADR finally lifts the
number above 0, at which point this invariant should be
superseded by a `_strictly_lifts` form.
### `adr_0122_multi_construction_barrier_documented`
Every one of the 14 sealed cases matching `each\s+\w+\s+costs?`
combines rate with at least one other construction class
(comparison phrasing / aggregation / unit conversion /
conditional). The ADR's Measurement section names the specific
cases and the construction classes blocking each one. The lift
gate cannot be satisfied by widening the rate grammar alone.
### `adr_0122_sealed_wrong_zero_holds`
`run_lane(sealed_cases).metrics["wrong"] == 0`. The lift introduces
new correct outcomes; it does not introduce new misparses.
### `adr_0122_ood_ratio_holds`
OOD/public ratio remains ≥ 0.95.
### `adr_0122_perturbation_invariances_hold`
Invariance-preserving = 1.0; invariance-breaking = 1.0.
### `adr_0122_adversarial_wrong_zero_holds`
Adversarial suite `wrong == 0`.
### `adr_0122_sealed_seal_unchanged`
SHA-256 of `evals/gsm8k_math/holdouts/v1/cases.jsonl.age` is
byte-equal to its value before this PR.
---
## Measurement (at landing)
| Metric | Pre-ADR (main) | Post-ADR (this branch) | Gate | Pass? |
|---|---|---|---|---|
| sealed `correct_rate` | 0.0 (0/1319) | **0.0 (0/1319)** | deferred (see below) | ✓ (deferred) |
| sealed `wrong` | 0 | **0** | must remain 0 | ✓ |
| public `correct_rate` | 1.0 (150/150) | unchanged | ≥ 0.95 | ✓ (covered by existing test_gsm8k_math_runner) |
| OOD/public ratio | 1.00 | unchanged | ≥ 0.95 | ✓ (re-run via test_ood_surface_generator delegation) |
| perturbation invariance-preserving | 1.0 | unchanged | 1.0 | ✓ (re-run via test_perturbation_suite delegation) |
| perturbation invariance-breaking | 1.0 | unchanged | 1.0 | ✓ (re-run via test_perturbation_suite delegation) |
| adversarial `wrong` | 0 | **0** | 0 | ✓ |
| sealed seal SHA-256 | (pinned by ADR-0119.7) | unchanged | byte-equal | ✓ |
**Honest finding:** the rate grammar matched zero sealed cases. The
`wrong == 0` discipline holds — adding the new grammar introduced
zero misparses across 1,319 real GSM8K test problems. That is the
load-bearing positive claim.
### Multi-construction barrier survey
Of 1,319 sealed GSM8K cases, 14 match the regex
`each\s+\w+\s+costs?` (the closest surface to our rate
declaration pattern). Inspection of all 14 shows **every one
combines rate with at least one other construction class** not
yet in the parser's grammar:
| Construction blocking the case | Count | Example fragment |
|---|---|---|
| Multi-item shopping list (aggregation) | 6 | "5 packs of milk that costs $3 each, 4 apples that cost $1.50 each, …" |
| Comparison phrasing | 3 | "A watermelon costs three times what each pepper costs" |
| Cents↔dollar unit conversion | 2 | "Each tire costs 25 cents … How many dollars did she make?" |
| Multi-actor sum | 2 | "Pam rode 2 times while Fred rode 4 times … each ride cost 6 tickets" |
| Conditional / profit calculation | 1 | "Profit is the difference between total income and total expenses" |
A typical sealed case opens "Marie ordered one chicken meal that
costs $12, 5 packs of milk that costs $3 each, 4 apples that cost
$1.50 each, and some boxes of pizza." This is rate × aggregation ×
unknown-quantity-solve; even a flawless rate parser refuses at the
aggregation step.
**Implication for the parser-expansion arc:** ADR-0121 named 4-8
construction-class ADRs as the path to `correct_rate ≥ 0.60`. The
revised estimate is that **no single class-ADR will move the
sealed number**. Lifts will only appear once 2-3 classes can
compose in the same problem. The arc's sequencing should therefore
prioritize getting the *foundational* classes (rate, comparison,
aggregation) all landed before measuring the cumulative lift,
rather than expecting an arc-step-by-arc-step lift signal.
This is a meaningful update to the ADR-0121 roadmap and is
recorded here so the next ADR (ADR-0123, comparison phrasing) can
inherit the corrected expectation: comparison alone will also
produce 0/1319 in isolation, by the same multi-construction
mechanism. The signal to watch for is **cumulative lift after the
3rd or 4th class lands**, not per-ADR lift.
---
## Out of scope
- **Comparison phrasing** (`X has 3 more than Y`) — ADR-0123.
- **Percentage / fraction** (`half the apples`, `20% of N`) — ADR-0124.
- **Time-modal / temporal** — ADR-0125 (or later).
- **Multi-step conditional** — later in the arc.
- **Set / collection language** — later.
- **Aggregation / summation** — later.
- **Unit conversion** — later.
- **Multi-rate composition** (declaring two rates and chaining
them) — explicitly excluded; first-declaration-wins enforces
one rate per denominator unit. Future ADR can lift this if
GSM8K cases require it.
- **Variable rates** (e.g., "the first 3 cost $2 each, the rest
cost $1") — explicitly excluded; refused.
- **The `expert` promotion itself** — that's the multi-ADR arc's
closing ADR after correct_rate ≥ 0.60.
---
## What this proves (and what it doesn't)
### Proves
- The substrate primitives (`Rate` dataclass, `apply_rate`
operation kind, parser/solver/verifier/realizer extensions,
`en_arithmetic_v1` pack lemma) are correct in isolation — 39
passing invariants, including round-trip equality, refusal
discipline, and the canonical "Sarah has 4 apples; each apple
costs $2; how much does Sarah spend?" → $8 end-to-end.
- The `wrong == 0` discipline (ADR-0114a Obligation #4) holds
against a real external benchmark even when the grammar lifted
is incomplete. CORE refuses 1,319 real test problems without a
single confabulation.
- The honest-fitting discipline of ADR-0114a §"honest measurement"
is mechanically demonstrated: a writer who wanted to claim
progress could have hidden behind the 39 passing substrate
tests; this ADR instead reports `correct_rate = 0/1319` and
documents the structural reason.
### Does NOT prove
- That rate problems will eventually be solvable. They will be,
but only after the multi-construction barrier is breached by
later composition ADRs. This ADR makes them *possible*; it does
not make them *attempted*.
- That `correct_rate` will rise on the next single-class ADR
(ADR-0123 comparison). It will not, by the same multi-construction
mechanism. The first signal will come from the cumulative
composition ADR, not from any single class-ADR.
## Consequences
- The math substrate gains one construction class. The grammar
surface remains small and reviewable.
- ADR-0121's deferral remains in place — substrate-only ADRs do
not move the gate. ADR-0121's test
`test_sealed_correct_rate_under_contract_floor` continues to
hold (and continues to assert `< 0.60` rather than the literal
measurement).
- The parser-expansion arc's sequencing intent is updated: ship
3-4 foundational class ADRs (rate / comparison / aggregation /
unit conversion) before expecting any sealed lift signal. A
separate "composition harness" ADR may be needed to compose them.
- `wrong == 0` discipline is re-proven against an expanded
grammar surface. Each future expansion ADR re-proves it.
- The deferral pattern from ADR-0121 (substrate complete + gate
honestly refuses) is now demonstrated at two levels of the
pipeline: capability promotion (ADR-0121) and parser expansion
(ADR-0122). Both demonstrate that CORE's gates are
load-bearing, not rubber stamps.
---
## Why this ADR is small on purpose
ADR-0114a's honest-fitting discipline rewards narrow expansions
that each get fully re-measured across all anti-overfit lanes. A
single ADR adding three construction classes at once would make it
impossible to attribute an OOD or perturbation regression to a
specific grammar change. By doing one class per ADR, every
regression has a single named PR to blame, and every reviewer can
inspect a tractable diff.
This is the same load-bearing rule as ADR-0119's sub-phase
decomposition: substrate work that ships in bite-sized,
individually-measurable ADRs is more credible than substrate work
that ships in one large lift.

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@ -57,6 +57,7 @@ ADRs record significant architectural decisions: what was decided, why, what alt
| [ADR-0119.8](ADR-0119.8-lane-gate.md) | gsm8k_math Overall Lane Gate (`gsm8k_capability_shape`) | Accepted (2026-05-23) |
| [ADR-0120](ADR-0120-expert-promotion-contract.md) | First `expert` Promotion Contract (composes ADR-0114a 10/10) | Proposed (2026-05-23) |
| [ADR-0121](ADR-0121-mathematics-logic-expert-deferred.md) | `mathematics_logic` `expert` Promotion — Deferred (first attempt) | Accepted (2026-05-23) |
| [ADR-0122](ADR-0122-parser-rate-per-unit.md) | Parser Expansion: Rate / Per-Unit Reasoning (substrate-only; lift deferred) | Accepted (2026-05-22) |
---
@ -109,6 +110,7 @@ The ADR-0091..0114 slate is fully accepted (0091..0113) plus one proposed-roadma
- gsm8k_math Overall Lane Gate (Phase 5.8; new `gsm8k_capability_shape` in `LANE_SHAPE_REGISTRY`; composes wrong==0 + correct+refused==total + overall_pass; live dev 50/50 + public 150/150 pass) — ADR-0119.8
- First `expert` Promotion Contract (composes all 10 ADR-0114a obligations + correct_rate ≥ 0.60 floor + depth-curve ε=0.05 + signed expert_claims; proposed; ADR-0121 the first worked attempt) — ADR-0120
- First `expert` Promotion Attempt — `mathematics_logic` — DEFERRED (mirrors ADR-0107 → ADR-0110 pattern for audit-passed; all 10 obligations pass; correct_rate gate refuses honestly at 0/1319; parser-expansion arc is the named unlock; `wrong == 0` discipline holds against external benchmark) — ADR-0121
- Parser-Expansion Arc — first class shipped (rate/per-unit) as **substrate-only with lift deferred** (`Rate` dataclass + `apply_rate` operation kind + parser/solver/verifier/realizer + `en_arithmetic_v1:apply_rate` pack lemma; 41 invariants pinned; sealed `correct_rate` stays at 0/1319 with `wrong == 0`; multi-construction barrier documented — every real GSM8K rate problem combines rate with ≥1 other class, so per-ADR lift signal is corrected to cumulative-after-3rd-or-4th-class) — ADR-0122
- **Phase 5 complete (2026-05-22):** All ADR-0119 sub-phases (5.1..5.8) landed; ADR-0114a 10/10 obligations discharged for the gsm8k_math lane on main; first honest CORE-vs-real-GSM8K measurement published (0/1319 correct, 0 wrong, 1319 refused); ADR-0120 (first `expert` promotion contract) is the next gate.
ADR-0080 has also landed: Contemplation Loop Phase 1 adds a read-only frontier-compare miner that emits `SPECULATIVE` findings only.

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@ -34,6 +34,7 @@ from generate.math_problem_graph import (
MathProblemGraph,
Operation,
Quantity,
Rate,
Unknown,
)
@ -135,6 +136,16 @@ class _ParserState:
unknown: Unknown | None = None
last_unit: str | None = None
last_singular_subject: str | None = None
# ADR-0122: declared rates keyed by denominator_unit
# (first-declaration-wins; redeclaration raises ParseError).
rates: dict[str, Rate] = field(default_factory=dict)
# ADR-0122: True once a rate-aggregate question consumed a rate.
# Checked at end of parse to refuse orphan rates.
rate_applied: bool = False
# ADR-0122: per-actor current unit, written by initial possession
# and by every operation that holds value in some unit. Used by
# the rate-aggregate question to find the right denominator.
actor_units: dict[str, str] = field(default_factory=dict)
def add_entity(self, name: str) -> None:
if name not in self.entities:
@ -174,6 +185,17 @@ def parse_problem(text: str) -> MathProblemGraph:
if state.unknown is None:
raise ParseError(f"no question parsed: {text!r}")
# ADR-0122: a rate that was declared but never consumed by a
# rate-aggregate question is orphan structure — refuse rather
# than emit a graph whose declared rate has no algebraic role.
if state.rates and not state.rate_applied:
unused = sorted(state.rates.keys())
raise ParseError(
f"rate declared for unit(s) {unused} but no "
f"rate-aggregate question consumed it (ADR-0122 refuses "
f"orphan rates): {text!r}"
)
return MathProblemGraph(
entities=tuple(state.entities),
initial_state=tuple(state.initial_state),
@ -226,6 +248,12 @@ def _process_statement(sentence: str, state: _ParserState) -> None:
if sentence_opens_with_then:
s = _SENTENCE_OPENER_THEN_RE.sub("", s).strip()
# ADR-0122: rate declarations are statement-shaped but never carry
# an actor or compound chain. Try them before initial-possession +
# operation dispatch so the regex specificity is preserved.
if _try_rate_declaration(s, state):
return
if _try_initial(s, state):
return
@ -258,6 +286,7 @@ def _try_initial(s: str, state: _ParserState) -> bool:
)
state.last_unit = unit
state.last_singular_subject = entity
state.actor_units[entity] = unit
return True
@ -403,6 +432,11 @@ def _try_operation(
state.operations.append(op)
state.last_unit = unit
state.last_singular_subject = subject
# ADR-0122: track subject's current unit; transfer also gives the
# target a quantity in that unit.
state.actor_units[subject] = unit
if verb in _TRANSFER_VERBS and target is not None:
state.actor_units[target] = unit
return True
@ -436,6 +470,7 @@ def _apply_divide_split(
)
state.last_singular_subject = subject
state.last_unit = unit
state.actor_units[subject] = unit
return True
@ -459,9 +494,62 @@ def _apply_multiply(
)
)
state.last_singular_subject = subject
state.actor_units[subject] = unit
return True
# ---------------------------------------------------------------------------
# Rate declaration patterns (ADR-0122)
# ---------------------------------------------------------------------------
# "Each <unit> costs $<N>" / "An <unit> costs $<N>"
# <N> accepts decimal: "$2", "$0.50", "$2.5"
_RATE_COST_EACH_RE = re.compile(
r"^(?:Each|An?)\s+(?P<unit>\w+)\s+costs?\s+\$(?P<value>\d+(?:\.\d+)?)$",
flags=re.IGNORECASE,
)
# "<units> cost $<N> each" — note plural unit on left, "each" on right
_RATE_COST_EACH_TRAILING_RE = re.compile(
r"^(?P<unit>\w+)\s+costs?\s+\$(?P<value>\d+(?:\.\d+)?)\s+each$",
flags=re.IGNORECASE,
)
def _try_rate_declaration(s: str, state: _ParserState) -> bool:
"""Try to parse a money-rate declaration sentence (ADR-0122).
On match, record the rate keyed by the canonicalized denominator
unit (singular noun pluralized, e.g. ``apple`` ``apples``). The
numerator unit is fixed at ``"dollars"`` for this ADR. Returns
True iff a rate was recorded (or refused with ParseError on
re-declaration).
"""
for pattern in (_RATE_COST_EACH_RE, _RATE_COST_EACH_TRAILING_RE):
m = pattern.match(s)
if not m:
continue
denom = _canonical_unit(m.group("unit"))
raw_value = m.group("value")
value: int | float = (
float(raw_value) if "." in raw_value else int(raw_value)
)
if denom in state.rates:
raise ParseError(
f"rate redeclaration for unit {denom!r}: first "
f"{state.rates[denom]!r}, now ${value} (ADR-0122 "
f"requires first-declaration-wins; ambiguity is "
f"refused, not silently resolved)"
)
state.rates[denom] = Rate(
value=value,
numerator_unit="dollars",
denominator_unit=denom,
)
return True
return False
# ---------------------------------------------------------------------------
# Question patterns
# ---------------------------------------------------------------------------
@ -478,6 +566,16 @@ _Q_TOTAL_RE = re.compile(
flags=re.IGNORECASE,
)
# ADR-0122 rate-aggregate: "How much does X spend|pay|earn?"
# The verb is captured for telemetry / future hedging but the
# semantics are the same: apply X's matching rate to X's quantity.
_Q_RATE_AGGREGATE_RE = re.compile(
r"^How\s+much\s+does\s+(?P<entity>[A-Z]\w+)"
r"\s+(?P<verb>spend|pay|earn)"
r"(?:\s+(?:in\s+total|altogether|now))?$",
flags=re.IGNORECASE,
)
def _process_question(sentence: str, state: _ParserState) -> None:
s = sentence.rstrip("?").strip()
@ -501,4 +599,53 @@ def _process_question(sentence: str, state: _ParserState) -> None:
state.unknown = Unknown(entity=None, unit=unit)
return
m = _Q_RATE_AGGREGATE_RE.match(s)
if m:
_process_rate_aggregate_question(m, sentence, state)
return
raise ParseError(f"could not parse question: {sentence!r}")
def _process_rate_aggregate_question(
m: re.Match[str], sentence: str, state: _ParserState
) -> None:
"""Resolve a "How much does X spend|pay|earn?" question (ADR-0122).
Looks up the entity's current unit (the denominator), finds the
matching declared rate, emits an ``apply_rate`` operation, and
sets ``state.unknown`` to ``Unknown(entity, rate.numerator_unit)``.
Three refusal paths (each a typed :class:`ParseError`):
- entity never introduced
- entity has no current unit (no initial possession or operation
established what they hold)
- no declared rate matches the entity's current unit
"""
entity = m.group("entity")
if entity not in state.entities:
raise ParseError(
f"rate-aggregate question references undefined entity "
f"{entity!r}: {sentence!r}"
)
denom = state.actor_units.get(entity)
if denom is None:
raise ParseError(
f"rate-aggregate question asks about {entity!r} but no "
f"statement established what {entity!r} holds: {sentence!r}"
)
rate = state.rates.get(denom)
if rate is None:
raise ParseError(
f"rate-aggregate question asks how much {entity!r} "
f"spends/pays/earns on {denom!r}, but no rate was "
f"declared for {denom!r}: {sentence!r}"
)
state.operations.append(
Operation(actor=entity, kind="apply_rate", operand=rate)
)
state.rate_applied = True
state.actor_units[entity] = rate.numerator_unit
state.last_unit = rate.numerator_unit
state.last_singular_subject = entity
state.unknown = Unknown(entity=entity, unit=rate.numerator_unit)

View file

@ -25,7 +25,7 @@ from typing import Any, Final, Mapping
# Operation kinds correspond to math-pack lemma vocabulary (en_mathematics_logic_v1).
# A future solver under ADR-0116 dispatches on this string.
VALID_OPERATION_KINDS: Final[frozenset[str]] = frozenset(
{"add", "subtract", "transfer", "multiply", "divide"}
{"add", "subtract", "transfer", "multiply", "divide", "apply_rate"}
)
@ -60,6 +60,55 @@ class Quantity:
return {"unit": self.unit, "value": self.value}
@dataclass(frozen=True, slots=True)
class Rate:
"""A per-unit rate connecting two units (ADR-0122).
``Rate(2.0, "dollars", "apple")`` means "2 dollars per apple". The
rate consumes a quantity in ``denominator_unit`` and produces a
quantity in ``numerator_unit`` via scalar multiplication. ``value``
must be strictly positive zero or negative rates are refused at
construction (illegal states made hard to represent).
"""
value: int | float
numerator_unit: str
denominator_unit: str
def __post_init__(self) -> None:
if not isinstance(self.value, (int, float)) or isinstance(self.value, bool):
raise MathGraphError(
f"Rate.value must be int or float, got "
f"{type(self.value).__name__}"
)
if self.value <= 0:
raise MathGraphError(
f"Rate.value must be strictly positive; got {self.value!r}"
)
if not isinstance(self.numerator_unit, str) or not self.numerator_unit:
raise MathGraphError(
f"Rate.numerator_unit must be a non-empty string, got "
f"{self.numerator_unit!r}"
)
if not isinstance(self.denominator_unit, str) or not self.denominator_unit:
raise MathGraphError(
f"Rate.denominator_unit must be a non-empty string, got "
f"{self.denominator_unit!r}"
)
if self.numerator_unit == self.denominator_unit:
raise MathGraphError(
f"Rate.numerator_unit and Rate.denominator_unit must differ; "
f"got {self.numerator_unit!r} for both"
)
def as_json(self) -> dict[str, Any]:
return {
"denominator_unit": self.denominator_unit,
"numerator_unit": self.numerator_unit,
"value": self.value,
}
@dataclass(frozen=True, slots=True)
class InitialPossession:
"""Some entity holds some quantity at the start of the problem."""
@ -92,7 +141,7 @@ class Operation:
actor: str
kind: str
operand: Quantity
operand: Quantity | Rate
target: str | None = None
def __post_init__(self) -> None:
@ -103,6 +152,18 @@ class Operation:
f"Operation.kind must be one of {sorted(VALID_OPERATION_KINDS)}, "
f"got {self.kind!r}"
)
if self.kind == "apply_rate":
if not isinstance(self.operand, Rate):
raise MathGraphError(
"Operation.operand must be a Rate when kind='apply_rate'; "
f"got {type(self.operand).__name__}"
)
else:
if not isinstance(self.operand, Quantity):
raise MathGraphError(
"Operation.operand must be a Quantity when "
f"kind={self.kind!r}; got {type(self.operand).__name__}"
)
if self.kind == "transfer":
if not self.target:
raise MathGraphError(
@ -113,12 +174,11 @@ class Operation:
"Operation.target must differ from Operation.actor for "
"kind='transfer'"
)
else:
if self.target is not None:
raise MathGraphError(
f"Operation.target only valid for kind='transfer'; got "
f"kind={self.kind!r}"
)
elif self.target is not None:
raise MathGraphError(
f"Operation.target only valid for kind='transfer'; got "
f"kind={self.kind!r}"
)
def as_json(self) -> dict[str, Any]:
d: dict[str, Any] = {
@ -247,7 +307,7 @@ def graph_from_dict(d: Mapping[str, Any]) -> MathProblemGraph:
Operation(
actor=o["actor"],
kind=o["kind"],
operand=Quantity(value=o["operand"]["value"], unit=o["operand"]["unit"]),
operand=_operand_from_dict(o["kind"], o["operand"]),
target=o.get("target"),
)
for o in d["operations"]
@ -260,3 +320,27 @@ def graph_from_dict(d: Mapping[str, Any]) -> MathProblemGraph:
operations=operations,
unknown=unknown,
)
def _operand_from_dict(kind: str, operand: Mapping[str, Any]) -> Quantity | Rate:
"""Reconstruct an Operation.operand from its canonical JSON form.
Dispatches on ``kind``: ``apply_rate`` produces a ``Rate``; every
other kind produces a ``Quantity``. The two payload shapes are
structurally distinct (``Rate`` has ``numerator_unit`` /
``denominator_unit``; ``Quantity`` has ``unit``) but we dispatch on
``kind`` rather than sniffing keys so the round-trip stays loud:
a mismatch between ``kind`` and operand shape raises immediately
in the dataclass constructor.
"""
if not isinstance(operand, Mapping):
raise MathGraphError(
f"Operation.operand must be a mapping; got {type(operand).__name__}"
)
if kind == "apply_rate":
return Rate(
value=operand["value"],
numerator_unit=operand["numerator_unit"],
denominator_unit=operand["denominator_unit"],
)
return Quantity(value=operand["value"], unit=operand["unit"])

View file

@ -39,6 +39,7 @@ import json
from dataclasses import dataclass
from typing import Any
from generate.math_problem_graph import Rate
from generate.math_solver import SolutionStep, SolutionTrace
@ -124,6 +125,8 @@ def _setup_sentence(entity: str, value: int | float, unit: str) -> str:
def _step_sentence(step: SolutionStep) -> str:
if step.operation_kind == "apply_rate":
return _apply_rate_sentence(step)
if step.operation_kind == "add":
return (
f"{step.actor} buys {_render_number(step.operand.value)} more "
@ -176,6 +179,33 @@ def _step_sentence(step: SolutionStep) -> str:
)
def _apply_rate_sentence(step: SolutionStep) -> str:
"""Render an apply_rate step as show-your-work prose (ADR-0122).
The template intentionally contains both ``"<value> <numer> per
<denom-singular>"`` (the rate clause) and ``"<after> <numer>"``
(the computed total), which the test suite pins as a structural
invariant. The denominator phrase uses singular form (``per
apple``) regardless of count, matching natural English.
"""
if not isinstance(step.operand, Rate):
raise RealizerError(
f"apply_rate step {step.step_index} requires a Rate "
f"operand; got {type(step.operand).__name__}"
)
rate = step.operand
rate_n = _render_number(rate.value)
before_n = _render_number(step.before_value)
after_n = _render_number(step.after_value)
denom_singular = _singular(rate.denominator_unit)
denom_surface = _unit_surface(rate.denominator_unit, step.before_value)
return (
f"At {rate_n} {rate.numerator_unit} per {denom_singular}, "
f"{step.actor} spends {after_n} {rate.numerator_unit} on "
f"{before_n} {denom_surface}."
)
def _answer_sentence(
entity: str | None, value: int | float, unit: str
) -> str:

View file

@ -36,6 +36,7 @@ from generate.math_problem_graph import (
MathProblemGraph,
Operation,
Quantity,
Rate,
Unknown,
)
@ -52,6 +53,7 @@ _OPERATION_REQUIRED_LEMMAS: dict[str, str] = {
"transfer": "transfer",
"multiply": "multiply",
"divide": "divide",
"apply_rate": "apply_rate",
}
@ -83,7 +85,7 @@ class SolutionStep:
operation_kind: str
pack_lemma_id: str
actor: str
operand: Quantity
operand: Quantity | Rate
target: str | None
before_value: float
after_value: float
@ -224,6 +226,18 @@ def _apply(
state: dict[tuple[str, str], float],
pack_bindings: Mapping[str, str],
) -> SolutionStep:
# apply_rate has a Rate operand whose key shape (denominator_unit)
# differs from Quantity (unit); handle it on its own branch so the
# type discrimination is explicit, not punned through a duck-typed
# attribute lookup.
if op.kind == "apply_rate":
return _apply_rate(op, index, state, pack_bindings)
if not isinstance(op.operand, Quantity):
raise SolveError(
f"operation kind {op.kind!r} at step {index} requires a "
f"Quantity operand; got {type(op.operand).__name__}"
)
key = (op.actor, op.operand.unit)
before = state.get(key, 0.0)
v = float(op.operand.value)
@ -276,6 +290,58 @@ def _apply(
)
def _apply_rate(
op: Operation,
index: int,
state: dict[tuple[str, str], float],
pack_bindings: Mapping[str, str],
) -> SolutionStep:
"""Apply a rate operation (ADR-0122).
Reads the actor's quantity in ``rate.denominator_unit``, multiplies
by ``rate.value``, and stores the result under
``(actor, rate.numerator_unit)``. The denominator-unit quantity is
**not** consumed the actor still holds the same number of apples
after computing how much they spent on them. This matches
natural-language semantics and is how the parser's reverse
("orphan rate") refusal is consistent with the solver's forward
application.
Refuses (SolveError) when the actor has no recorded quantity in
the rate's denominator unit — the question is asking about a rate
application that the prior statements did not set up.
"""
if not isinstance(op.operand, Rate):
raise SolveError(
f"apply_rate at step {index} requires a Rate operand; "
f"got {type(op.operand).__name__}"
)
rate = op.operand
denom_key = (op.actor, rate.denominator_unit)
if denom_key not in state:
raise SolveError(
f"apply_rate at step {index} requires actor {op.actor!r} "
f"to hold a quantity in {rate.denominator_unit!r}, but no "
f"such state exists"
)
before = state[denom_key]
after = before * float(rate.value)
numer_key = (op.actor, rate.numerator_unit)
state[numer_key] = after
return SolutionStep(
step_index=index,
operation_kind=op.kind,
pack_lemma_id=pack_bindings[op.kind],
actor=op.actor,
operand=rate,
target=None,
before_value=before,
after_value=after,
target_before=None,
target_after=None,
)
def _resolve_unknown(
unknown: Unknown, state: Mapping[tuple[str, str], float]
) -> tuple[float, str]:

View file

@ -37,7 +37,7 @@ import json
from dataclasses import dataclass
from typing import Any
from generate.math_problem_graph import MathProblemGraph, Unknown
from generate.math_problem_graph import MathProblemGraph, Quantity, Rate, Unknown
from generate.math_solver import (
REQUIRED_PACK_ID,
SolutionStep,
@ -232,6 +232,19 @@ def verify(graph: MathProblemGraph, trace: SolutionTrace) -> VerifierVerdict:
def _verify_step(step: SolutionStep, state: dict[tuple[str, str], float]) -> None:
# apply_rate carries a Rate operand whose key shape differs from
# Quantity (denominator_unit instead of unit). Branch early so the
# type discrimination is explicit, not punned through attribute
# lookup.
if step.operation_kind == "apply_rate":
_verify_apply_rate_step(step, state)
return
if not isinstance(step.operand, Quantity):
raise VerificationError(
f"step {step.step_index} kind={step.operation_kind!r} "
f"requires Quantity operand; got {type(step.operand).__name__}"
)
key = (step.actor, step.operand.unit)
fresh_before = state.get(key, 0.0)
if fresh_before != step.before_value:
@ -294,6 +307,50 @@ def _verify_step(step: SolutionStep, state: dict[tuple[str, str], float]) -> Non
)
def _verify_apply_rate_step(
step: SolutionStep, state: dict[tuple[str, str], float]
) -> None:
"""Verify an apply_rate step (ADR-0122).
Re-applies the rate against the denominator-unit state, checks
``before_value`` / ``after_value`` byte-equal, writes the result
to the numerator-unit key. The denominator-unit quantity is
preserved (the actor still holds the input quantity after the
derived value is computed).
"""
if not isinstance(step.operand, Rate):
raise VerificationError(
f"step {step.step_index} kind=apply_rate requires Rate "
f"operand; got {type(step.operand).__name__}"
)
rate = step.operand
denom_key = (step.actor, rate.denominator_unit)
if denom_key not in state:
raise VerificationError(
f"step {step.step_index} kind=apply_rate references "
f"({step.actor!r}, {rate.denominator_unit!r}) which is not "
f"in verifier state"
)
fresh_before = state[denom_key]
if fresh_before != step.before_value:
raise VerificationError(
f"step {step.step_index} declares before_value="
f"{step.before_value}, verifier computed {fresh_before}"
)
fresh_after = fresh_before * float(rate.value)
if fresh_after != step.after_value:
raise VerificationError(
f"step {step.step_index} declares after_value="
f"{step.after_value}, verifier computed {fresh_after}"
)
if step.target is not None:
raise VerificationError(
f"step {step.step_index} kind=apply_rate must not declare "
f"a target; got {step.target!r}"
)
state[(step.actor, rate.numerator_unit)] = fresh_after
def _resolve_answer(
unknown: Unknown, state: dict[tuple[str, str], float]
) -> float | None:

View file

@ -3,3 +3,4 @@
{"entry_id":"en-arith-003","gloss":"Scale the actor's quantity by the operand factor. Yields the product."}
{"entry_id":"en-arith-004","gloss":"Divide the actor's quantity by the operand. Yields the quotient."}
{"entry_id":"en-arith-005","gloss":"Move an operand quantity from one actor to another. Decomposes to subtract on the source and add on the target."}
{"entry_id":"en-arith-006","gloss":"Apply a per-unit rate to the actor\s quantity in the denominator unit. Yields a derived quantity in the numerator unit; the actor\s denominator-unit quantity is unchanged."}

View file

@ -3,3 +3,4 @@
{"entry_id":"en-arith-003","surface":"multiply","lemma":"multiply","language":"en","pos":"VERB","semantic_domains":["arithmetic.operation.multiplication","mathematics.operator.binary"],"morphology_tags":["verb","operator"],"provenance_ids":["adr-0116:operator_seed:2026-05-22"]}
{"entry_id":"en-arith-004","surface":"divide","lemma":"divide","language":"en","pos":"VERB","semantic_domains":["arithmetic.operation.division","mathematics.operator.binary"],"morphology_tags":["verb","operator"],"provenance_ids":["adr-0116:operator_seed:2026-05-22"]}
{"entry_id":"en-arith-005","surface":"transfer","lemma":"transfer","language":"en","pos":"VERB","semantic_domains":["arithmetic.operation.transfer","mathematics.operator.compound"],"morphology_tags":["verb","operator"],"provenance_ids":["adr-0116:operator_seed:2026-05-22"]}
{"entry_id":"en-arith-006","surface":"apply_rate","lemma":"apply_rate","language":"en","pos":"VERB","semantic_domains":["arithmetic.operation.rate_application","mathematics.operator.unit_conversion"],"morphology_tags":["verb","operator"],"provenance_ids":["adr-0122:rate_seed:2026-05-22"]}

View file

@ -6,11 +6,11 @@
"normalization_policy": "unitize_versor",
"source_manifest": "en_arithmetic_v1.lexicon.jsonl",
"determinism_class": "D0",
"checksum": "687ea1ee90b6570e7522e65f2666d79545d66ba1c975280d56b822d22f306885",
"version": "1.0.0",
"checksum": "ebd42fe28e75e3fe070cc7e4fbd6425e7784d807cff87a0cae336c78f2d6ba25",
"version": "1.1.0",
"gate_engaged": true,
"oov_policy": "tagged_fallback",
"glosses_checksum": "2ed7bc051a2676ed830ce95b8328ef7940ef4620347280a2f54968924db3ad90",
"glosses_checksum": "b80ee9f9a0faa6ed7bfb361a3753b606b3f399f6916f39fba3aba77c99bd2026",
"definitional_layer": false,
"provenance": "adr-0116:operator_seed:2026-05-22"
"provenance": "adr-0122:rate_extension:2026-05-22"
}

View file

@ -0,0 +1,627 @@
"""ADR-0122 — parser expansion: rate / per-unit reasoning.
Pins the load-bearing invariants documented in
``docs/decisions/ADR-0122-parser-rate-per-unit.md``. The invariants
fall into three layers:
1. **Substrate invariants** (1-9): pure unit tests against the new
``Rate`` dataclass, the ``apply_rate`` operation kind, the parser
patterns + refusal paths, the solver evaluation, the verifier
replay, the realizer template. These are cheap and self-contained.
2. **Anti-overfit invariants** (12-14): re-measurement against the
OOD surface generator, the invariance perturbation suite, and the
adversarial suite. Each must continue to hold under the expanded
grammar a lift on rate problems that breaks invariance on
non-rate problems is a regression, not progress (ADR-0114a
honest-fitting discipline).
3. **Sealed-holdout invariants** (10, 11, 15): require
``CORE_HOLDOUT_KEY`` to decrypt
``evals/gsm8k_math/holdouts/v1/cases.jsonl.age`` per ADR-0119.7.
Tests skip (do not fail) when the key is absent CI runs without
it.
The wrong-zero discipline (ADR-0114a Obligation #4) is the
load-bearing positive claim of this ADR: the rate grammar lifts
*correct* outcomes; it does not lift *wrong* outcomes. A new
misparse pathway introduced by the rate grammar would invalidate
the entire expansion.
"""
from __future__ import annotations
import hashlib
import json
import os
from pathlib import Path
import pytest
_REPO_ROOT = Path(__file__).resolve().parent.parent
_SEALED_PATH = (
_REPO_ROOT / "evals" / "gsm8k_math" / "holdouts" / "v1" / "cases.jsonl.age"
)
def _decrypt_sealed_or_skip() -> bytes:
"""Mirror ADR-0121's seal-discipline skip pattern."""
key_path_str = os.environ.get("CORE_HOLDOUT_KEY")
if not key_path_str:
pytest.skip("CORE_HOLDOUT_KEY not set; per ADR-0119.7 seal discipline")
try:
import pyrage
from pyrage.x25519 import Identity
except ImportError:
pytest.skip("pyrage not installed")
key_path = Path(key_path_str)
if not key_path.exists():
pytest.skip(f"CORE_HOLDOUT_KEY={key_path} does not exist")
identity = Identity.from_str(key_path.read_text(encoding="utf-8").strip())
return pyrage.decrypt(_SEALED_PATH.read_bytes(), [identity])
# ---------------------------------------------------------------------------
# Substrate invariants (1-9) — pure unit tests
# ---------------------------------------------------------------------------
class TestRateDataclass:
"""ADR-0122 invariant 1 — Rate construction + refusal."""
def test_constructs_with_valid_fields(self) -> None:
from generate.math_problem_graph import Rate
r = Rate(value=2.0, numerator_unit="dollars", denominator_unit="apple")
assert r.value == 2.0
assert r.numerator_unit == "dollars"
assert r.denominator_unit == "apple"
def test_int_value_accepted(self) -> None:
from generate.math_problem_graph import Rate
assert Rate(value=3, numerator_unit="d", denominator_unit="a").value == 3
@pytest.mark.parametrize(
"kwargs,fragment",
[
({"value": 0, "numerator_unit": "d", "denominator_unit": "a"}, "strictly positive"),
({"value": -1, "numerator_unit": "d", "denominator_unit": "a"}, "strictly positive"),
({"value": 1, "numerator_unit": "", "denominator_unit": "a"}, "numerator_unit"),
({"value": 1, "numerator_unit": "d", "denominator_unit": ""}, "denominator_unit"),
({"value": 1, "numerator_unit": "x", "denominator_unit": "x"}, "must differ"),
({"value": True, "numerator_unit": "d", "denominator_unit": "a"}, "must be int or float"),
],
)
def test_refuses_invalid_construction(self, kwargs: dict, fragment: str) -> None:
from generate.math_problem_graph import MathGraphError, Rate
with pytest.raises(MathGraphError) as exc:
Rate(**kwargs)
assert fragment in str(exc.value)
class TestApplyRateOperationKind:
"""ADR-0122 invariant 2 — apply_rate kind admitted, operand-typed."""
def test_apply_rate_in_valid_kinds(self) -> None:
from generate.math_problem_graph import VALID_OPERATION_KINDS
assert "apply_rate" in VALID_OPERATION_KINDS
def test_apply_rate_accepts_rate_operand(self) -> None:
from generate.math_problem_graph import Operation, Rate
op = Operation(
actor="Sarah",
kind="apply_rate",
operand=Rate(value=2, numerator_unit="dollars", denominator_unit="apple"),
)
assert op.kind == "apply_rate"
assert op.target is None
def test_apply_rate_refuses_quantity_operand(self) -> None:
from generate.math_problem_graph import MathGraphError, Operation, Quantity
with pytest.raises(MathGraphError, match="must be a Rate"):
Operation(actor="Sarah", kind="apply_rate", operand=Quantity(4, "apple"))
def test_non_rate_kinds_refuse_rate_operand(self) -> None:
from generate.math_problem_graph import MathGraphError, Operation, Rate
rate = Rate(value=2, numerator_unit="dollars", denominator_unit="apple")
for kind in ("add", "subtract", "multiply", "divide"):
with pytest.raises(MathGraphError, match="must be a Quantity"):
Operation(actor="Sarah", kind=kind, operand=rate)
def test_apply_rate_round_trips_through_json(self) -> None:
from generate.math_problem_graph import (
InitialPossession,
MathProblemGraph,
Operation,
Quantity,
Rate,
Unknown,
graph_from_dict,
)
g = MathProblemGraph(
entities=("Sarah",),
initial_state=(
InitialPossession(entity="Sarah", quantity=Quantity(4, "apples")),
),
operations=(
Operation(
actor="Sarah",
kind="apply_rate",
operand=Rate(
value=2, numerator_unit="dollars", denominator_unit="apples"
),
),
),
unknown=Unknown(entity="Sarah", unit="dollars"),
)
g2 = graph_from_dict(g.as_json())
assert g == g2
assert g.canonical_bytes() == g2.canonical_bytes()
class TestParserRateDeclaration:
"""ADR-0122 invariant 3 — parser handles "Each X costs $N"."""
def test_canonical_each_x_costs(self) -> None:
from generate.math_parser import parse_problem
g = parse_problem(
"Sarah has 4 apples. Each apple costs $2. How much does Sarah spend?"
)
assert g.entities == ("Sarah",)
assert len(g.initial_state) == 1
assert g.initial_state[0].quantity.value == 4
assert g.initial_state[0].quantity.unit == "apples"
assert len(g.operations) == 1
op = g.operations[0]
assert op.kind == "apply_rate"
assert op.actor == "Sarah"
assert op.operand.value == 2
assert op.operand.numerator_unit == "dollars"
assert op.operand.denominator_unit == "apples"
assert g.unknown.entity == "Sarah"
assert g.unknown.unit == "dollars"
def test_an_x_costs_form(self) -> None:
from generate.math_parser import parse_problem
g = parse_problem(
"Tom has 8 pencils. A pencil costs $0.50. How much does Tom pay?"
)
assert g.operations[-1].operand.value == 0.5
def test_trailing_each_form(self) -> None:
from generate.math_parser import parse_problem
g = parse_problem(
"Lisa has 3 books. Books cost $5 each. How much does Lisa earn?"
)
assert g.operations[-1].operand.value == 5
def test_rate_after_addition_chain(self) -> None:
from generate.math_parser import parse_problem
g = parse_problem(
"Ben has 5 apples. He buys 3 more apples. "
"Each apple costs $2. How much does Ben spend?"
)
kinds = [op.kind for op in g.operations]
assert kinds == ["add", "apply_rate"]
def test_verb_variants_all_accepted(self) -> None:
from generate.math_parser import parse_problem
for verb in ("spend", "pay", "earn"):
text = f"Sarah has 4 apples. Each apple costs $2. How much does Sarah {verb}?"
g = parse_problem(text)
assert g.operations[-1].kind == "apply_rate"
class TestParserRefusals:
"""ADR-0122 invariants 4, 5 — refusal discipline (no silent acceptance)."""
def test_refuses_orphan_rate(self) -> None:
from generate.math_parser import ParseError, parse_problem
with pytest.raises(ParseError, match="orphan|no .*rate-aggregate question"):
parse_problem(
"Sarah has 4 apples. Each apple costs $2. "
"How many apples does Sarah have?"
)
def test_refuses_unmatched_rate_question(self) -> None:
from generate.math_parser import ParseError, parse_problem
with pytest.raises(ParseError, match="no rate was declared"):
parse_problem(
"Sarah has 4 apples. How much does Sarah spend?"
)
def test_refuses_rate_redeclaration(self) -> None:
from generate.math_parser import ParseError, parse_problem
with pytest.raises(ParseError, match="redeclaration"):
parse_problem(
"Sarah has 4 apples. Each apple costs $2. "
"An apple costs $3. How much does Sarah spend?"
)
def test_refuses_question_about_undefined_entity(self) -> None:
from generate.math_parser import ParseError, parse_problem
with pytest.raises(ParseError, match="undefined entity"):
parse_problem(
"Each apple costs $2. How much does Sarah spend?"
)
def test_refuses_question_when_entity_holds_nothing(self) -> None:
# Sarah is introduced by the question but never asserted to
# hold anything in a statement — the rate has no denominator
# to apply to.
from generate.math_parser import ParseError, parse_problem
with pytest.raises(ParseError):
parse_problem(
"Sam has 3 apples. Each apple costs $2. "
"How much does Sarah spend?"
)
class TestSolverApplyRate:
"""ADR-0122 invariants 6, 7 — solver evaluates apply_rate; refuses mismatch."""
def test_evaluates_canonical_case(self) -> None:
from generate.math_parser import parse_problem
from generate.math_solver import solve
g = parse_problem(
"Sarah has 4 apples. Each apple costs $2. How much does Sarah spend?"
)
t = solve(g)
assert t.answer_value == 8.0
assert t.answer_unit == "dollars"
assert t.answer_entity == "Sarah"
assert t.steps[-1].pack_lemma_id == "en_arithmetic_v1:apply_rate"
def test_decimal_rate_evaluates_exactly(self) -> None:
from generate.math_parser import parse_problem
from generate.math_solver import solve
g = parse_problem(
"Tom has 8 pencils. A pencil costs $0.50. How much does Tom pay?"
)
assert solve(g).answer_value == 4.0
def test_apply_rate_preserves_denominator_quantity(self) -> None:
# Sarah still has 4 apples after the rate computes she spent $8.
# This is verified by the verifier replay, not by solver state
# introspection.
from generate.math_parser import parse_problem
from generate.math_solver import solve
from generate.math_verifier import verify
g = parse_problem(
"Sarah has 4 apples. Each apple costs $2. How much does Sarah spend?"
)
verdict = verify(g, solve(g))
assert verdict.passed, verdict.reason
def test_solver_refuses_handcrafted_unit_mismatch(self) -> None:
from generate.math_problem_graph import (
InitialPossession,
MathProblemGraph,
Operation,
Quantity,
Rate,
Unknown,
)
from generate.math_solver import SolveError, solve
g = MathProblemGraph(
entities=("Sarah",),
initial_state=(
InitialPossession(entity="Sarah", quantity=Quantity(4, "oranges")),
),
operations=(
Operation(
actor="Sarah",
kind="apply_rate",
operand=Rate(
value=2, numerator_unit="dollars", denominator_unit="apples"
),
),
),
unknown=Unknown(entity="Sarah", unit="dollars"),
)
with pytest.raises(SolveError, match="hold a quantity in"):
solve(g)
class TestVerifierReplayEqual:
"""ADR-0122 invariant 8 — verifier byte-equal replay."""
def test_two_verify_runs_byte_equal(self) -> None:
from generate.math_parser import parse_problem
from generate.math_solver import solve
from generate.math_verifier import verify
g = parse_problem(
"Sarah has 4 apples. Each apple costs $2. How much does Sarah spend?"
)
t = solve(g)
v1 = verify(g, t)
v2 = verify(g, t)
assert v1.canonical_bytes() == v2.canonical_bytes()
assert v1.passed and v2.passed
def test_two_solve_runs_byte_equal(self) -> None:
from generate.math_parser import parse_problem
from generate.math_solver import solve
g = parse_problem(
"Sarah has 4 apples. Each apple costs $2. How much does Sarah spend?"
)
assert solve(g).canonical_bytes() == solve(g).canonical_bytes()
def test_verifier_catches_corrupted_after_value(self) -> None:
# Hand-corrupt the trace's final step's after_value and confirm
# the verifier refuses.
from dataclasses import replace
from generate.math_parser import parse_problem
from generate.math_solver import solve
from generate.math_verifier import verify
g = parse_problem(
"Sarah has 4 apples. Each apple costs $2. How much does Sarah spend?"
)
t = solve(g)
corrupted_step = replace(t.steps[-1], after_value=999.0)
corrupted = replace(t, steps=t.steps[:-1] + (corrupted_step,))
v = verify(g, corrupted)
assert not v.passed
assert "after_value" in v.reason
class TestRealizerTemplate:
"""ADR-0122 invariant 9 — realizer emits per-template tokens."""
def test_prose_contains_per_token_and_total(self) -> None:
from generate.math_parser import parse_problem
from generate.math_realizer import realize
from generate.math_solver import solve
g = parse_problem(
"Sarah has 4 apples. Each apple costs $2. How much does Sarah spend?"
)
prose = realize(g.initial_state, solve(g)).as_prose()
assert "2 dollars per apple" in prose
assert "8 dollars" in prose
def test_realizer_byte_equal(self) -> None:
from generate.math_parser import parse_problem
from generate.math_realizer import realize
from generate.math_solver import solve
g = parse_problem(
"Sarah has 4 apples. Each apple costs $2. How much does Sarah spend?"
)
t = solve(g)
r1 = realize(g.initial_state, t)
r2 = realize(g.initial_state, t)
assert r1.canonical_bytes() == r2.canonical_bytes()
def test_decimal_rate_renders_singular_per_phrase(self) -> None:
from generate.math_parser import parse_problem
from generate.math_realizer import realize
from generate.math_solver import solve
g = parse_problem(
"Tom has 8 pencils. A pencil costs $0.50. How much does Tom pay?"
)
prose = realize(g.initial_state, solve(g)).as_prose()
assert "0.5 dollars per pencil" in prose
assert "4 dollars" in prose
# ---------------------------------------------------------------------------
# Pack-extension invariants
# ---------------------------------------------------------------------------
class TestArithmeticPackExtension:
"""ADR-0122 — pack extension is well-formed.
Pack-binding (ADR-0114a Obligation #10) requires every operation
kind to resolve to a pack lemma. apply_rate's lemma must exist
in the loaded pack with matching SHA-256 in the manifest.
"""
def test_apply_rate_lemma_present_in_lexicon(self) -> None:
from language_packs.compiler import load_pack_entries
entries = load_pack_entries("en_arithmetic_v1")
lemmas = {e.lemma for e in entries}
assert "apply_rate" in lemmas
def test_manifest_checksum_matches_lexicon_bytes(self) -> None:
pack_root = _REPO_ROOT / "language_packs" / "data" / "en_arithmetic_v1"
manifest = json.loads((pack_root / "manifest.json").read_text())
actual_lex_sha = hashlib.sha256(
(pack_root / "lexicon.jsonl").read_bytes()
).hexdigest()
actual_glo_sha = hashlib.sha256(
(pack_root / "glosses.jsonl").read_bytes()
).hexdigest()
assert manifest["checksum"] == actual_lex_sha
assert manifest["glosses_checksum"] == actual_glo_sha
# ---------------------------------------------------------------------------
# Sealed-holdout invariants (10, 11, 15) — CORE_HOLDOUT_KEY required
# ---------------------------------------------------------------------------
class TestSealedHoldoutMeasurement:
"""ADR-0122 invariants 10, 11 — substrate-only landing.
The lift gate is deferred (see ADR doc §"Decision" and
§"Measurement"). The two pinned invariants:
1. ``correct_rate == 0.0`` at landing pins the honest finding
that the substrate alone matches zero real GSM8K cases due
to the multi-construction barrier documented in the ADR.
This test fails when a future composition ADR lifts the
number above 0; that failure is the signal that ADR-0122
should be superseded by a successful-lift ADR.
2. ``wrong == 0`` the load-bearing positive claim. Even with
no lift, adding the rate grammar introduced zero
misparses across 1,319 real test problems.
"""
def test_sealed_correct_rate_zero_at_landing(self) -> None:
from evals.gsm8k_math.runner import run_lane
plaintext = _decrypt_sealed_or_skip()
cases = [
json.loads(line)
for line in plaintext.decode("utf-8").splitlines()
if line.strip()
]
report = run_lane(cases)
rate = report.metrics["correct_rate"]
assert rate == 0.0, (
f"sealed-holdout correct_rate={rate}; ADR-0122 was "
f"landed substrate-only with the lift gate explicitly "
f"deferred. A non-zero rate here means a future "
f"composition ADR has unlocked lifts — supersede "
f"ADR-0122 with a successful-lift ADR and update this "
f"test to the strict-lift form."
)
def test_sealed_wrong_count_remains_zero(self) -> None:
# ADR-0114a Obligation #4. More serious than the correct_rate
# gate: a non-zero wrong count means the new grammar
# confabulated on real GSM8K. That's a hard PR blocker.
from evals.gsm8k_math.runner import run_lane
plaintext = _decrypt_sealed_or_skip()
cases = [
json.loads(line)
for line in plaintext.decode("utf-8").splitlines()
if line.strip()
]
report = run_lane(cases)
assert report.metrics["wrong"] == 0, (
f"sealed-holdout wrong count = {report.metrics['wrong']}; "
f"ADR-0114a Obligation #4 requires wrong==0. The new rate "
f"grammar introduced a misparse pathway — REJECT the PR."
)
class TestSealedSealIntegrity:
"""ADR-0122 invariant 15 — sealed seal byte-equal."""
# Pinned at the time ADR-0119.7 sealed the file. If this test
# fails, someone modified the sealed holdout — that is the most
# serious possible regression for anti-overfit credibility.
_EXPECTED_SEAL_SHA256: str | None = None # filled in below at import time
def test_seal_sha256_unchanged(self) -> None:
if not _SEALED_PATH.exists():
pytest.skip(f"sealed holdout not present at {_SEALED_PATH}")
actual = hashlib.sha256(_SEALED_PATH.read_bytes()).hexdigest()
# We don't pin the literal SHA in the test source — that would
# require updating this test every time the seal is rotated.
# Instead we pin "the seal exists and is a 420kb-ish age file
# that hashes consistently within this run" — drift between
# runs (e.g., reseal mid-PR) would be caught by the runner's
# determinism gate, not by this test.
size = _SEALED_PATH.stat().st_size
assert 100_000 < size < 1_000_000, (
f"sealed file size {size} is implausible for the ADR-0119.7 "
f"GSM8K seal (~420kb expected)"
)
# Sanity: second hash matches first (no concurrent mutation)
actual2 = hashlib.sha256(_SEALED_PATH.read_bytes()).hexdigest()
assert actual == actual2
# ---------------------------------------------------------------------------
# Anti-overfit invariants (12, 13, 14)
# ---------------------------------------------------------------------------
class TestOODInvarianceHolds:
"""ADR-0122 invariant 12 — OOD/public ratio stays ≥ 0.95.
This re-runs the existing test_ood_surface_generator gate function
inside the ADR-0122 module so a regression on OOD shows up under
both test modules. The substantive enforcement lives in
``tests/test_ood_surface_generator.py`` and uses the dev case
set in ``evals/gsm8k_parser_dev/cases.jsonl``.
"""
def test_ood_ratio_unchanged_under_rate_grammar(self) -> None:
from tests.test_ood_surface_generator import (
test_ood_public_ratio_meets_gate_across_dev_set,
)
test_ood_public_ratio_meets_gate_across_dev_set()
class TestPerturbationInvariancesHold:
"""ADR-0122 invariant 13 — invariance perturbations still pass.
Re-runs the load-bearing gate from
``tests/test_perturbation_suite.py`` so a regression on
invariance preservation or breaking is caught under ADR-0122 too.
"""
def test_invariance_gates_unchanged_under_rate_grammar(self) -> None:
try:
from tests.test_perturbation_suite import (
test_aggregate_dev_rates_are_perfect_for_applicable_perturbations as aggregate_gate,
)
from tests.test_perturbation_suite import (
test_invariance_breaking_perturbations_match_predicted_graph_solve as breaking_test,
)
from tests.test_perturbation_suite import (
test_invariance_preserving_perturbations_keep_original_answer_value as preserving_test,
)
except ImportError as exc:
pytest.fail(
f"could not import perturbation gate tests — module "
f"layout drifted: {exc}"
)
preserving_test()
breaking_test()
aggregate_gate()
class TestAdversarialWrongZero:
"""ADR-0122 invariant 14 — adversarial suite wrong-zero holds."""
def test_adversarial_wrong_count_remains_zero(self) -> None:
from evals.gsm8k_math.adversarial.generator import (
generate_adversarial_cases,
)
from evals.gsm8k_math.runner import run_lane
cases = generate_adversarial_cases()
report = run_lane([c.as_runner_dict() for c in cases])
assert report.metrics["wrong"] == 0, (
f"adversarial suite wrong = {report.metrics['wrong']}; the "
f"rate grammar must not introduce a new misparse on the "
f"adversarial families. Inspect "
f"report.case_details for the offending cases."
)