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D-PEARL-PROD-0: Pearl's ladder in production (contract::certification, planner::pearl) - #1391

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@AdaWorldAPI AdaWorldAPI commented Oct 7, 2026 •

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This moves the Pearl ladder from #1390's probe into production code and makes the reasoning domain-agnostic. Where it must stay domain-specific, it is now keyed by classid (the G of SPO-G) rather than by module name. It also folds DisMech evidence into the contract's quorum.

Placement

piece new home why there
certification obligations (P7a folds and model builder) lance_graph_contract::certification: CertificationModel, ModelBuilder They are pure mask arithmetic over contract types, so they need no dependency.
dispatch, write-back, topology gate lance_graph_planner::pearl: reason, revise, hydrate They need CausalEdge64 and counterfactual_replay. The planner is the crate that depends on both.

revise and hydrate take the caller's declared reading (Epi5Declarations, class, rail, provenance) through a Reading struct. An undeclared class is refused.

Any population width

The certification folds use only intersection, difference and a population count.

  • CertificationModel, ModelBuilder, compare and count are generic over PopulationMask. It is a sub-trait of the existing revision::EvidenceMask that adds count, full and unit.
  • u64 (64 units) is the default type parameter. [u64; N] holds 64 * N units; [u64; 1024] is one 64k-row cycle.
  • pearl::Evidence and reason take the same parameter.
  • ModelBuilder::new() stays on u64, and default() builds any width (the HashMap::new / HashMap::default split).
  • Tests:
    • The same fixtures give identical folds at three widths.
    • Units past the first word are counted (disable run: counting word 0 only turns two tests red).
    • Capacity is enforced.
    • The Pearl operators read a 500-unit population.

Rename, then classid-keyed admission

  • dismech_replay → chain_replay and dismech_counterfactual → chain_counterfactual. Neither reads a DisMech predicate.
  • Admission is keyed by classid. A step's predicate ordinal only means something in the vocabulary its classid selects, and the loco floor is shared: 0x90 is DisMech causes, NARS recipe feat: bump arrow 57, datafusion 51, lance 2 #1, and the first r2il op. OGAR already routes by VocabularyRegistry::resolve_classid.
    • planner::chain_admission::validate_chain(classid, chain) and chain_step_predicate(classid, step) route by the concept half through PALETTES, which today holds one entry, DisMech.
    • An unmirrored concept is refused with Unadmitted::UnknownPalette, never read as DisMech.
  • contract::dismech_evidence::DISMECH_CONCEPT_ID = 0x0333. It is fused in lance_graph_ogar::parity::assert_dismech_palette_parity, which passes against OGAR; with 0x0334 it fails on the concept id.
  • The old module paths stay as #[deprecated] aliases. dismech_replay keeps DisMech-bound wrappers, pinned to answer exactly as admission under DISMECH_CLASSID.
  • Tests:
    • the_same_byte_is_admitted_only_under_the_classid_whose_palette_mints_it: RO 0x0306 is refused, even for an empty chain.
    • only_the_concept_half_routes.
    • Disable run: palette_of ignoring the classid turns both red.

Palette × evidence: citations into a quorum

contract::dismech_evidence::citation_quorum folds (CitationKey, Supports) stances on one relation into ontology_warrant::Quorum:

  • The source is the citation identity. A citation repeated across rows is one source, and PMID:1 and ORPHA:1 are two.
  • SUPPORT corroborates and REFUTE conflicts.
  • A citation on both sides counts on both and is reported in both_ways. It is kept, not removed.
  • NO_EVIDENCE is silence, the quorum's own rule.
  • PARTIAL is silence by policy pin, matching dismech_candidates, which already keeps it inert.

This gives one relation the input the DisMech plan's W2b field map needs (+ agreement, − disagreement, 0 silence). It is also the input P7's downgrade rule read. The field map itself (the global sweep) is not built; W2b is still a proposal. Disable runs on the fold turn their named tests red: no deduplication, PARTIAL counted as support, and a two-sided citation counted once.

reasoning_band_probe (#1360) against the last 25 PRs

The full table is in the board entry.

Checked for reuse, not wired

  • No producer of sealed evidence exists yet. The closest is arm-discovery's RowMasks, but a single dataset is one source and MIN_SOURCES = 2.
  • cache::nars_engine "Pearl rung 2/3" is truth arithmetic, not executed arms or a replay. It never writes bits 59..63.
  • AuditedRelation::is_intervention_established is a weaker second definition of the same question. It has no callers.

CI

The falsifiers moved from a with-planner example, which CI never ran, into pearl.rs, certification.rs, chain_admission.rs and dismech_evidence.rs, all of which CI runs. The ogar parity test lives in an excluded crate; I ran it here.

Verification

  • Tests:
    • Contract lib: 1424 passed.
    • Planner lib: 453 passed, 3 ignored.
    • Examples: house_differential 6/6, P7a probe 13/13, conflict probe 9/9, ce64_cycle_survival_probe 10/10, reasoning_band_probe 7/7.
    • ogar parity: 1/1.
  • Lints: fmt clean. Clippy -D warnings is clean on the contract crate, and planner clippy reports nothing in the changed files.

Board

entries/2026-10-07-pearl-prod-0-production-wiring.md (sections for each step above), STATUS_BOARD, LATEST_STATE (contract deltas for certification.rs and dismech_evidence), and PR_ARC_INVENTORY (#1390, #1387).

Open

  • One demotion policy. Which contradiction, if any, lowers a certification? pearl only raises, P7 lowered on contradicting quorum, and D-CTX-7: GadamerRevision as a candidate evidence writer of EpistemicState5 #1379 lowers on a suspended revision.
  • What counts as a distinct source for a mined or sealed population (datasets, environments, basins). This decides the first runtime producer.
  • W2b's global field map (sweep, convergence, node-level hydrate) is still awaiting scope.

🤖 Generated with Claude Code

https://claude.ai/code/session_0177nSSyQaXqbNuGR1vMXXN6

claude added 2 commits October 7, 2026 20:26
…, planner::pearl)

The P7a certification obligations move from the example's shared module
into lance_graph_contract::certification (CertificationModel, ModelBuilder;
certification() / observational_certification() return Certification3).
The dispatch, write-back and topology gate move from the probe into
lance_graph_planner::pearl (reason / revise / hydrate), which takes the
caller's declared reading (Epi5Declarations, class, rail, provenance)
instead of a probe-fixed class.

The 14 falsifier tests now run in the planner's own test suite, which CI
runs; before, they needed the driver's with-planner feature and CI never
ran them. The examples keep their behaviour: shared/certification_model.rs
re-exports the contract module and maps certifications to the examples'
Contract names (P7a 13/13, conflict probe 9/9 unchanged), and the probe
prints the same script through the production modules.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0177nSSyQaXqbNuGR1vMXXN6
…ords

- entries/2026-10-07-pearl-prod-0-production-wiring.md: placement, the CI
  coverage change, open items (no runtime caller yet; 64-unit cap).
- STATUS_BOARD: D-PEARL-PROD-0 (In PR); D-PEARL-IO-0 Shipped (#1390);
  D-PUZZLE-0 step 3 merged (#1387).
- LATEST_STATE: #1387/#1390 merged; contract delta certification.rs.
- PR_ARC_INVENTORY: #1390 and #1387 entries.
- docs/architecture/ce64-semantic-upper-half.md points at the production
  modules.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0177nSSyQaXqbNuGR1vMXXN6
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Reviewing files that changed from the base of the PR and between 53f7065 and 9289c46.

📒 Files selected for processing (17)
  • .claude/board/LATEST_STATE.md
  • .claude/board/entries/2026-10-07-pearl-prod-0-production-wiring.md
  • crates/cognitive-shader-driver/examples/README.md
  • crates/cognitive-shader-driver/examples/pearl_ladder_probe.rs
  • crates/cognitive-shader-driver/examples/reasoning_band_probe.rs
  • crates/cognitive-shader-driver/examples/relational_certification_probe.rs
  • crates/lance-graph-contract/src/certification.rs
  • crates/lance-graph-contract/src/dismech_evidence.rs
  • crates/lance-graph-ogar/src/lib.rs
  • crates/lance-graph-planner/examples/house_differential.rs
  • crates/lance-graph-planner/src/cache/nars_engine.rs
  • crates/lance-graph-planner/src/chain_admission.rs
  • crates/lance-graph-planner/src/chain_counterfactual.rs
  • crates/lance-graph-planner/src/chain_replay.rs
  • crates/lance-graph-planner/src/lib.rs
  • crates/lance-graph-planner/src/pearl.rs
  • docs/architecture/ce64-semantic-upper-half.md
📝 Walkthrough

Walkthrough

This change adds a certification model to the contract crate and a Pearl operator pipeline to the planner crate. It updates the ladder probe and certification examples to use these production modules, and updates architecture documentation and project records.

Changes

Pearl production certification and planner

Layer / File(s) Summary
Certification model and evidence evaluation
crates/lance-graph-contract/src/certification.rs, crates/lance-graph-contract/src/lib.rs, crates/cognitive-shader-driver/examples/relational_certification_probe.rs
Adds certification evaluation for observational evidence and executed randomized trials, plus a builder for masks and evidence receipts. Exposes the certification module and updates example access to use model_mut().
Pearl operator selection and measurement
crates/lance-graph-planner/src/pearl.rs, crates/lance-graph-planner/src/lib.rs
Adds operator dispatch and measurement results for association, intervention, counterfactual, and confounder operations. Exposes the planner’s pearl module.
Pearl revision, hydration, and tests
crates/lance-graph-planner/src/pearl.rs
Adds reading-based edge revision and path hydration. Tests cover certification requirements, edge updates, counterfactual outcomes, and deterministic results.
Probe integration and production records
crates/cognitive-shader-driver/examples/pearl_ladder_probe.rs, crates/cognitive-shader-driver/examples/shared/certification_model.rs, docs/architecture/ce64-semantic-upper-half.md, .claude/board/*
Moves the probe to the planner API and adapts the example-facing certification model to the production implementation. Updates architecture and board records, including entries about the related merged changes.

Priority: ➖ Normal

Estimated code review effort: 4 (Complex) | ~50 minutes

Change: Refactor

Sequence Diagram(s)

sequenceDiagram
  participant Probe as pearl_ladder_probe
  participant Reason as lance_graph_planner::pearl::reason
  participant Model as lance_graph_contract::certification::CertificationModel
  participant Revise as lance_graph_planner::pearl::revise
  participant Hydrate as lance_graph_planner::pearl::hydrate
  Probe->>Reason: measure edge with evidence and edit
  Reason->>Model: evaluate certification
  Model-->>Reason: return certification result
  Reason-->>Probe: return Measured
  Probe->>Revise: revise edge with Measured and Reading
  Revise-->>Probe: return revised edge
  Probe->>Hydrate: hydrate edge with chain and Reading
  Hydrate-->>Probe: return edge and hydration status
Loading

Suggested reviewers: claude

Merge Risk: 🔵 Low · up to 53f70

The new Pearl planner module misclassifies a counterfactual cut that changes nothing: it reports a truth-only reaction instead of an inert one. It can also mark an unrelated edge's topology as known if a caller passes mismatched path endpoints. Both are narrow, localized fixes. No runtime caller exists yet, so the change is mergeable with follow-up.

🚥 Pre-merge checks | ✅ 4 | ❌ 1

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Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The title clearly identifies the main change: moving Pearl’s certification and planner ladder into production modules. It is specific and concise.
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A rabbit checks the masks at dawn
Then hops where Pearl’s new paths are drawn
With evidence tucked in its pack
It measures each edge, then hops back
The ladder holds its bits in line
And nibbles clover, pleased with the design

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AdaWorldAPI marked this pull request as ready for review October 7, 2026 20:56
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Comment thread crates/lance-graph-planner/src/pearl.rs
Comment thread crates/lance-graph-planner/src/pearl.rs

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Actionable comments posted: 2


  • 🪄 Fix CodeRabbit comments on this PR
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Inline comments:
Review comments at @crates/lance-graph-planner/src/pearl.rs:
- Around line 357-377: Update hydrate to verify edge.s_idx() equals a and
edge.o_idx() equals y before promoting an IndirectUnknown edge to IndirectKnown;
leave mismatched edges unchanged or return a distinct refusal.
- Around line 248-255: Update the reaction classification for Operation::CutStep
so chain-length differences do not prevent Reaction::Inert when the cut produces
no semantic change. Use the cut operation’s semantic result to distinguish inert
from TruthOnly, preserving the existing TruthOnly behavior for genuine changes.

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  • .claude/board/LATEST_STATE.md
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  • .claude/board/entries/README.md
  • crates/cognitive-shader-driver/examples/pearl_ladder_probe.rs
  • crates/cognitive-shader-driver/examples/relational_certification_probe.rs
  • crates/cognitive-shader-driver/examples/shared/certification_model.rs
  • crates/lance-graph-contract/src/certification.rs
  • crates/lance-graph-contract/src/lib.rs
  • crates/lance-graph-planner/src/lib.rs
  • crates/lance-graph-planner/src/pearl.rs
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Comment thread crates/lance-graph-planner/src/pearl.rs Outdated
Comment thread crates/lance-graph-planner/src/pearl.rs
…h admission

The replay and counterfactual modules carry the predicate ordinal as an
opaque witness and never read it, so they are domain-agnostic. They are
now chain_replay and chain_counterfactual. The DisMech palette check
(chain_step_predicate, UnmintedOrdinal, validate_chain) moves to
dismech_admission together with its two tests. The old paths remain as
deprecated re-export aliases, pinned by a test. No behaviour change.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0177nSSyQaXqbNuGR1vMXXN6
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claude added 3 commits October 7, 2026 21:09
… the mask

The certification folds use only intersection, difference and a count,
so CertificationModel, ModelBuilder, compare and count are now generic
over PopulationMask, a sub-trait of the existing revision::EvidenceMask
adding count, full and unit. u64 stays the default; [u64; N] holds 64*N
units ([u64; 1024] is one 64k-row cycle). pearl::Evidence and reason
take the same parameter. ModelBuilder::new() stays on u64 so existing
callers infer unchanged; default() builds any width.

Tests: the same fixtures certify identically in u64, [u64; 2] and
[u64; 1024]; units past the first word are counted (disable run:
counting word 0 only turns two tests red); a 120-unit population is
decided with a silence twin; capacity is enforced; the Pearl operators
read a 500-unit population. The board entry also records what else was
checked for reuse and why it is not wired.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0177nSSyQaXqbNuGR1vMXXN6
… a Quorum

A chain step's predicate ordinal only has meaning inside the vocabulary
its classid selects: the loco floor is shared, so 0x90 is DisMech
'causes', NARS recipe #1 and the first r2il op. dismech_admission
becomes chain_admission: validate_chain(classid, chain) routes by the
concept half (G) through PALETTES and refuses an unmirrored concept
instead of reading its bytes as DisMech's. The contract mirrors
DISMECH_CONCEPT_ID (0x0333), fused in lance-graph-ogar's palette parity.
The deprecated dismech_replay alias keeps DisMech-bound wrappers.

dismech_evidence::citation_quorum folds (CitationKey, Supports) stances
on one relation into ontology_warrant::Quorum over distinct citations:
repeated citations count once, PARTIAL and NO_EVIDENCE abstain, and a
citation on both sides is kept on both and reported.

Disable runs: palette_of ignoring the classid, no deduplication,
PARTIAL as support, two-sided counted once, and a wrong concept id in
the mirror each turn their named tests red. The board entry records the
reasoning_band_probe overlap with the last 25 PRs and the open demotion
policy.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0177nSSyQaXqbNuGR1vMXXN6
…ts own path; Inert reachable

Review fixes on #1391:
- revise(&Measured, Reading) takes no edge; Measured carries the edge it
  measured, so a retained measurement cannot promote another edge (codex).
- An SO measurement whose weakest rung cannot compare reports
  Ungrounded::Model instead of looking like a grounded negative (codex).
- hydrate promotes only when the edge is the a -> y relation whose path it
  checked (CodeRabbit).
- Reaction::classify compares terminal (frequency, confidence); the old
  chain-length test made Inert unreachable because a cut always removes a
  step (CodeRabbit).

Each fix has a test that fails under a disable run.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0177nSSyQaXqbNuGR1vMXXN6
@AdaWorldAPI
AdaWorldAPI merged commit 53212db into main Oct 7, 2026
10 of 11 checks passed
AdaWorldAPI pushed a commit that referenced this pull request Oct 7, 2026
#1391 moved the Pearl ladder out of this probe into
lance_graph_planner::pearl. The four D-CE64-SEM-0 tests are ported onto
the production API: revise(&Measured, Reading), hydrate(.., Reading),
and the orientation test compares what the operator computed, since a
Measured now carries the edge it measured. Uses div_ceil for the
activation quantizer (clippy manual_div_ceil). No behaviour change to
the probe's printed script.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0177nSSyQaXqbNuGR1vMXXN6
AdaWorldAPI pushed a commit that referenced this pull request Oct 7, 2026
main's .claude/board/entries/README.md is stale: #1391 and #1392 each
regenerated it on their own branch, and the merged result matches
neither, so regenerate-and-diff fails on every PR based on cc15ec0.
Also records #1391 post-merge (STATUS_BOARD D-PEARL-PROD-0 Shipped,
PR_ARC_INVENTORY entry). Hygiene only.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0177nSSyQaXqbNuGR1vMXXN6
AdaWorldAPI pushed a commit that referenced this pull request Oct 7, 2026
Same regeneration as #1394, so regenerate-and-diff passes on this PR;
it no-ops once main carries #1394.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0177nSSyQaXqbNuGR1vMXXN6
AdaWorldAPI pushed a commit that referenced this pull request Oct 7, 2026
Codex on #1394: STATUS_BOARD and PR_ARC_INVENTORY said shipped while
LATEST_STATE still read 'on branch, unmerged'. Prepends a dated #1391
section rather than editing the earlier one.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0177nSSyQaXqbNuGR1vMXXN6
AdaWorldAPI added a commit that referenced this pull request Oct 7, 2026
…-bits-3oe0dq

Board: regenerate the entries index on main; record #1391 as shipped
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