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D-PEARL-PROD-0: Pearl's ladder in production (contract::certification, planner::pearl) - #1391
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…, 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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📝 WalkthroughWalkthroughThis 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. ChangesPearl production certification and planner
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
Suggested reviewers: Merge Risk: 🔵 Low · up to 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❌ Failed checks (1 warning)
✅ Passed checks (4 passed)
Full details: Docstring CoverageExplanation Docstring coverage is 52.63% which is insufficient. The required threshold is 80.00%. Docstring coverage is scoped to functions touched by this diff. Analyzed 76 functions across 7 files. (6 skipped: 6 unsupported.) ✨ Finishing Touches 💡 1📝 Generate docstrings 💡
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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.claude/board/PR_ARC_INVENTORY.md.claude/board/STATUS_BOARD.md.claude/board/entries/2026-10-07-pearl-prod-0-production-wiring.md.claude/board/entries/README.mdcrates/cognitive-shader-driver/examples/pearl_ladder_probe.rscrates/cognitive-shader-driver/examples/relational_certification_probe.rscrates/cognitive-shader-driver/examples/shared/certification_model.rscrates/lance-graph-contract/src/certification.rscrates/lance-graph-contract/src/lib.rscrates/lance-graph-planner/src/lib.rscrates/lance-graph-planner/src/pearl.rsdocs/architecture/ce64-semantic-upper-half.md
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…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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… 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
#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
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
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
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
…-bits-3oe0dq Board: regenerate the entries index on main; record #1391 as shipped
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
lance_graph_contract::certification:CertificationModel,ModelBuilderlance_graph_planner::pearl:reason,revise,hydrateCausalEdge64andcounterfactual_replay. The planner is the crate that depends on both.reviseandhydratetake the caller's declared reading (Epi5Declarations, class, rail, provenance) through aReadingstruct. An undeclared class is refused.Any population width
The certification folds use only intersection, difference and a population count.
CertificationModel,ModelBuilder,compareandcountare generic overPopulationMask. It is a sub-trait of the existingrevision::EvidenceMaskthat addscount,fullandunit.u64(64 units) is the default type parameter.[u64; N]holds64 * Nunits;[u64; 1024]is one 64k-row cycle.pearl::Evidenceandreasontake the same parameter.ModelBuilder::new()stays onu64, anddefault()builds any width (theHashMap::new/HashMap::defaultsplit).Rename, then classid-keyed admission
dismech_replay→chain_replayanddismech_counterfactual→chain_counterfactual. Neither reads a DisMech predicate.0x90is DisMechcauses, NARS recipe feat: bump arrow 57, datafusion 51, lance 2 #1, and the first r2il op. OGAR already routes byVocabularyRegistry::resolve_classid.planner::chain_admission::validate_chain(classid, chain)andchain_step_predicate(classid, step)route by the concept half throughPALETTES, which today holds one entry, DisMech.Unadmitted::UnknownPalette, never read as DisMech.contract::dismech_evidence::DISMECH_CONCEPT_ID = 0x0333. It is fused inlance_graph_ogar::parity::assert_dismech_palette_parity, which passes against OGAR; with0x0334it fails on the concept id.#[deprecated]aliases.dismech_replaykeeps DisMech-bound wrappers, pinned to answer exactly as admission underDISMECH_CLASSID.the_same_byte_is_admitted_only_under_the_classid_whose_palette_mints_it: RO0x0306is refused, even for an empty chain.only_the_concept_half_routes.palette_ofignoring the classid turns both red.Palette × evidence: citations into a quorum
contract::dismech_evidence::citation_quorumfolds(CitationKey, Supports)stances on one relation intoontology_warrant::Quorum:PMID:1andORPHA:1are two.SUPPORTcorroborates andREFUTEconflicts.both_ways. It is kept, not removed.NO_EVIDENCEis silence, the quorum's own rule.PARTIALis silence by policy pin, matchingdismech_candidates, which already keeps it inert.This gives one relation the input the DisMech plan's W2b field map needs (
+agreement,−disagreement,0silence). 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,PARTIALcounted as support, and a two-sided citation counted once.reasoning_band_probe(#1360) against the last 25 PRsThe full table is in the board entry.
pearl: mask dispatch, computed-not-supplied passes, and the confounder check.chain_counterfactual(W3).pearlonly raises a certification. P7 lowered it on contradicting quorum, and D-CTX-7: GadamerRevision as a candidate evidence writer of EpistemicState5 #1379 lowers it on a suspended revision.classid >> 16rule. Its open routing issue is the defectchain_admissionavoids.Checked for reuse, not wired
RowMasks, but a single dataset is one source andMIN_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_establishedis a weaker second definition of the same question. It has no callers.CI
The falsifiers moved from a
with-plannerexample, which CI never ran, intopearl.rs,certification.rs,chain_admission.rsanddismech_evidence.rs, all of which CI runs. The ogar parity test lives in an excluded crate; I ran it here.Verification
house_differential6/6, P7a probe 13/13, conflict probe 9/9,ce64_cycle_survival_probe10/10,reasoning_band_probe7/7.-D warningsis 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 forcertification.rsanddismech_evidence), andPR_ARC_INVENTORY(#1390, #1387).Open
pearlonly raises, P7 lowered on contradicting quorum, and D-CTX-7: GadamerRevision as a candidate evidence writer of EpistemicState5 #1379 lowers on a suspended revision.🤖 Generated with Claude Code
https://claude.ai/code/session_0177nSSyQaXqbNuGR1vMXXN6