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4105fc9
docs(DT64-0): versioned DTO predicate adapter charter and staged gates
AdaWorldAPI Oct 26, 2026
b19d645
docs(board): DT64 programme receipt and staged draft PR references
AdaWorldAPI Oct 26, 2026
3b37ff3
docs(board): register DT64 staged drafts and unresolved gates
AdaWorldAPI Oct 26, 2026
c20cb88
docs(board): register DT64 staged drafts and unresolved gates
AdaWorldAPI Oct 26, 2026
6d155e1
docs(board): regenerate DT64 entry index with preserved findings
AdaWorldAPI Oct 26, 2026
181b646
docs(board): correct DT64 relative plan reference
AdaWorldAPI Oct 26, 2026
918ef28
docs(DT64-0): add source-first CC handoff and independent falsifier g…
AdaWorldAPI Oct 26, 2026
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docs(board): link DT64 CC source-first handoff
AdaWorldAPI Oct 26, 2026
3b2d67a
docs(DT64-0): link source-first agent handoff
AdaWorldAPI Oct 26, 2026
55ba90e
docs(DT64-0): reconcile capstone receipt and EXO-50 handoff text
AdaWorldAPI Oct 26, 2026
75ff006
docs(DT64-Q0): coordinate source-attested borrowed binding seam with …
AdaWorldAPI Oct 26, 2026
00c5bae
docs(DT64-QB): narrow DT64/Quack source-attested borrowed binding con…
AdaWorldAPI Oct 26, 2026
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docs(DT64-Q0): align capstone and board on borrowed Quack seam
AdaWorldAPI Oct 26, 2026
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docs(DT64-Q0): align capstone and board on borrowed Quack seam
AdaWorldAPI Oct 26, 2026
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docs(DT64-Q0): align capstone and board on borrowed Quack seam
AdaWorldAPI Oct 26, 2026
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docs(DT64-Q0): align capstone and board on borrowed Quack seam
AdaWorldAPI Oct 26, 2026
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docs(DT64-0): prioritize owner-attested borrowed Quack binding before…
AdaWorldAPI Oct 26, 2026
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docs(DT64-QB): reconcile Quack borrowed-binding minimal handoff
AdaWorldAPI Oct 26, 2026
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docs(DT64-QB): reconcile Quack borrowed-binding minimal handoff
AdaWorldAPI Oct 26, 2026
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docs(DT64-QB): reconcile Quack borrowed-binding minimal handoff
AdaWorldAPI Oct 26, 2026
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docs(DT64-QB): reconcile Quack borrowed-binding minimal handoff
AdaWorldAPI Oct 26, 2026
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docs(DT64-QB): distinguish resident owner borrow from persisted physi…
AdaWorldAPI Oct 26, 2026
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docs(DT64-QB): defer to parallel Quack Q0 authority, retain typed-slo…
AdaWorldAPI Oct 26, 2026
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docs(DT64): align all board and handoff pointers to shared Quack Q0 a…
AdaWorldAPI Oct 26, 2026
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docs(DT64): align all board and handoff pointers to shared Quack Q0 a…
AdaWorldAPI Oct 26, 2026
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docs(DT64): align all board and handoff pointers to shared Quack Q0 a…
AdaWorldAPI Oct 26, 2026
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docs(DT64): align all board and handoff pointers to shared Quack Q0 a…
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13 changes: 13 additions & 0 deletions .claude/board/INTEGRATION_PLANS.md
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## 2026-10-26 — D-DT64 64-slot versioned DTO adapter / holographic relational projections → `.claude/plans/d-dt64-holographic-predicate-capstone-v1.md`

**Status:** DESIGN ONLY, six draft docs PRs. **Board:** [D-DT64-0](entries/2026-10-26-dt64-holographic-interface.md) and [STATUS_BOARD](STATUS_BOARD.md). **Stages:** [DT64-1 #1794](https://github.com/AdaWorldAPI/lance-graph/pull/1794) predicate/source catalogue, [DT64-2 #1795](https://github.com/AdaWorldAPI/lance-graph/pull/1795) IAM/Odoo/SAP/EXO DTO authority, [DT64-3 #1796](https://github.com/AdaWorldAPI/lance-graph/pull/1796) directed DR projections, [DT64-4 #1797](https://github.com/AdaWorldAPI/lance-graph/pull/1797) edge×edge and Thought-Git temporal hypotheses, [DT64-5 #1798](https://github.com/AdaWorldAPI/lance-graph/pull/1798) native method/ONNX/time series. [EXO-50](https://linear.app/exo-red/issue/EXO-50) is append-only handoff; all these are independent docs-only branches and **NOT** production PRs or measured probes.

**Q0 cross-session binding lock (docs only):** [source-attested borrowed DT64↔Quack interface](../plans/d-dt64-q0-borrowed-quack-binding-seam-v1.md) in #1799. Eight real IAM/Exchange/SAP predicate candidates first, exact typed source/scoped identities, physically attested snapshot, borrowed lanes and reusable *recipe*, not reusable stale Keep. Directed (s,p)→o / (p,o)→s / (s,o)→p answers against original source and independent oracle; DR64² optional costed arm. #1792's 1,032-vs-31 stale selection is binding refusal control; numerical contracts remain D-NAM/EXO-152+ndarray. No new stage, runtime, ONNX authority, physical DR64³ or live write.

DT64 64 entries = versioned *typed predicate* registry hypothesis, not ClassView field mask, not physically decided DR³ third axis. Source-mapped IAM groups/mailbox/license (license source not present), Odoo employee/user/partner/company, SAP CATS 23/16/8 ordered fields; unknown vs false vs revoked; frame/focus/scope/predicate catalogue and source identity all need witnesses. Borrow-only Quack safe; escaped masks and physical Lance cross-source snapshots remain unadmitted (#1792). Logical DR64³ 32 KiB bit plane excludes provenance/masks, with exact direct bitmask or CSR alternatives. No auto permissions/provisioning or model writes. **Owner precedents:** EXO-121/122/123, EXO-126/127/151/152, EXO-46 and EXO-148.

## 2026-10-26 — D-DR256-WHERE population-masked reads, thought amortization, DuckDB harvest → `.claude/plans/dr256-where-capstone-v1.md`

**Status:** P0 census DONE, P1 lab DONE (reported, not gated); P2–P5 PROPOSED, NOT AUTHORIZED. **Board entry:** [D-DR256-WHERE](entries/2026-10-26-dr256-where-capstone.md). Smallest gap: exact occupancy over a `Keep` mask; multi-property gain is dead-block skipping, measured at ndarray level only. No runtime, ABI, planner, writer or WAL change; the scatter survival condition stays in force.
Expand Down Expand Up @@ -4141,3 +4149,8 @@ Phase 1 fix the lance-phase2 build (`MedcareOntology::default()` calls broken no
### Scope

Consolidates the 4 consumer-integration plans into a P0/P1/P2-prioritised POC roadmap. **First POC slice = woa-rs PR-5 (XRechnung visible reward)** — the moment 6 months of lance-graph substrate work produces its first customer-deliverable artefact (EN16931-conformant ZUGFeRD/Factur-X invoice via `hydrate_zugferd` + `SchematronHydrator` + `XsdHydrator`). Maps 1:1 to "First Foundry-style projection: fibo:Transaction" Phase 9 from `erp_foundry_hhtl_ontology_distillation.md`. P0 effort ~7-8 days. P1 closes parity dashboard + RLS-via-codegen-bucket + MedCare/SMB cross-consumer harvest. P2 = opt-in Cypher/similarity/MongoDB alt cold path. No new D-ids; this plan re-indexes existing D-UB-/D-WLG-/D-LGMC-/D-LGSMB- IDs by priority.


### DT64-QB joint execution seam (coordination amendment, 2026-10-26)

[DT64 ↔ Quack source-attested borrowed binding](../plans/d-dt64-q0-borrowed-quack-binding-seam-v1.md) is the smallest first possible lab after separate approval: 8 IAM/Exchange/SAP source-grounded predicate candidates, authoritative source+snapshot/schema/catalogue/permission/focus/knownness descriptors, borrowed input lanes into existing Quack→RelAlg→R2IL→mask-risc/ndarray, independent scalar oracles and typed refusal. Source data, permissions and business behavior remain external; prepared native recipe reusable under fresh validated bindings, escaped Keep blocked unless recomputed/refused (#1792 old 1,032 / fresh 31). Three directional SPO query orientations only on actual binary relations, not unary group/mailbox classifiers. Optional DR64² costed against direct. Physical DR³, Thought-Git durability/EXO-148 and numerical ONNX/D-NAM EXO-152 are downstream, not prerequisites. STATUS_BOARD and EXO-50 carry handoff only; no production implementation authorized.
22 changes: 22 additions & 0 deletions .claude/board/STATUS_BOARD.md
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## D-DT64 — DTO Tensor 64: versioned semantic predicate adapter and DR projections (2026-10-26)

**Status:** PLAN / DOCS ONLY, six independent draft PRs, no source ingestion, no new 64-slot ABI, no runtime or tests run. [Charter](../plans/d-dt64-holographic-predicate-capstone-v1.md); [board entry](entries/2026-10-26-dt64-holographic-interface.md). [EXO-50](https://linear.app/exo-red/issue/EXO-50) is the append-only handoff, not a production approval.

| Stage | Plan / draft | Gate |
|---|---|---|
| DT64-0 | charter / THIS PR | protect ClassView presence vs predicate truth; NFR-OP-2 open |
| DT64-1 | [#1794](https://github.com/AdaWorldAPI/lance-graph/pull/1794) | 64 typed candidate mappings, sourced/candidate/blocked differentiated |
| DT64-2 | [#1795](https://github.com/AdaWorldAPI/lance-graph/pull/1795) | IAM/Odoo/SAP/Exchange cross-system identity joins require source attestations; licence source absent |
| DT64-3 | [#1796](https://github.com/AdaWorldAPI/lance-graph/pull/1796) | forward/inverse/predicate SPO projection parity and K3/Bag falsifiers; no mandated DR³ physical cube |
| DT64-4 | [#1797](https://github.com/AdaWorldAPI/lance-graph/pull/1797) | dependency support and hypothesis/time receipts; EXO-148 missing durable IDs |
| DT64-5 | [#1798](https://github.com/AdaWorldAPI/lance-graph/pull/1798) | D-NAM/EXO-152 native method route, ONNX as leaf, computed result ≠ source fact |

**Shared Q0 execution seam (docs only, #1799):** [DT64 → borrowed Quack](../plans/d-dt64-q0-borrowed-quack-binding-seam-v1.md). One attested semantic binding, source-owner immutable borrow, separate compiled recipe. First fixture: eight IAM/Exchange/SAP predicates, scalar/direct/Quack and optional DR64² comparison, three directed queries, mandatory #1792 1,032-vs-31 stale Keep refusal/recompute. No invented runtime, 64³ allocation, new execution authority or numerical method code. D-NAM/EXO-152 owns SourceParity/CertifiedMath certificates; DT64 only references handles. No tests yet.

**Hard blockers:** [EXO-46](https://linear.app/exo-red/issue/EXO-46) production focus admission, [#1792](https://github.com/AdaWorldAPI/lance-graph/pull/1792) escaped-Keep authority and physical snapshot, NFR-OP-2 axis selection, source-specific negative observation/ACL, EXO-148, missing Entra license and Odoo method source verification. Direct bitmask first; no claimed holographic global reconstruction until independent oracle.

## D-TFLP — TFLite models on the native polyfill: int8 codes as Palette256 (2026-10-25)

**Status: PROPOSAL, DOCS ONLY.** Plan: [d-tflp-tflite-palette-polyfill-capstone-v1.md](../plans/d-tflp-tflite-palette-polyfill-capstone-v1.md). Ledger: [2026-10-25-d-tflp-0-tflite-palette-polyfill.md](entries/2026-10-25-d-tflp-0-tflite-palette-polyfill.md). Specializes D-NAM-2 (#1780) and D-NAM-PZL (#1784); no executor, tensor IR or `Rel` variant.
Expand Down Expand Up @@ -3117,3 +3134,8 @@ Plan path: `.claude/plans/polyglot-container-query-membrane-v1.md`. Research gro
| D-HXP-6 | W4 — the flow channel: promotion yield vs challenge/skill (`mul::FlowState`, `#[repr(u8)]`, D-CSV-13b) | Queued | PASS yield peaks in the middle escape bucket (0 % / ~50 % / 85 % = Boredom / Flow / Anxiety). Two-sided kills: yield monotone in escape → the flow model is wrong; yield flat → `FlowState` carries no information here and must not be cited as a mechanism |
| D-HXP-7 | **EWA concentration gate** — replaces the struck W0 signal gate (§10). `ewa_sandwich` + `pillar_5plus_bound`, zero-dep in the contract | Queued | PASS PSD ≥ 0.999 AND measured CV ≤ 1.75 × bound at **n ≥ 10** (bound 0.7483 at n=5 → 0.5715 at n=12). **KILL** CV exceeds slack at n ≤ 5. BETWEEN: the largest holding `n` becomes W3's measured path budget. **Anti-vacuity mandatory** — the unstructured fixture must FAIL at low n, else this gate is struck like its predecessor. Disable: plain additive accumulation must go red at n ≥ 10 |
| D-HXP-8 | **Board games as the Raumgewinn falsifier** (operator, 2026-09-15: *"tiktaktoe gobbang, go … falsifiable"*) — cells as units, the six rails as neighbours (Hex exact; Go 4 of 6; tic-tac-toe / Gobang 8 directions), positions evaluated by HDR popcount stacking through `TierFloors::stack_early_exit`, winner by `head2head::SupportSpread`; plan §12 | In progress — arm 1 (tic-tac-toe) RUN 2026-09-15: **F0 DEGENERATE**, not a KILL (every cell's rails reach all 8 others → the full stack is the board census, distinct values `1.000`; F1 tie-aware `0.5797` = baseline is the census signature). F0 fixture-validity gate added (plan §12a); next readable arm: Gobang 15×15 / Go 9×9 / Hex ≥ 7×7 (board diameter > 2 × deepest ring; Hex 5×5 fails). Meter note: signed tiers break the early exit (10.13 %), `TECH_DEBT` 2026-09-15 | F1 agreement with the solved value (tic-tac-toe: top move value-preserving ≥ 95 % of 765 positions, shuffled-rail null for chance; Go end positions: stacked territory == flood-fill scoring, an equality); F2 early exit changes NO verdict and exposes fewer tiers (fraction measured); **F3 mandatory degree-1 ablation must DROP F1** — flat = the task did not exercise the six (E-Q8) and the probe proves nothing. KILL: F1 at chance on tic-tac-toe, or F3 flat |


### DT64-QB cross-session first seam (2026-10-26)

**Coordination result, DOCS ONLY:** [borrowed Quack binding design](../plans/d-dt64-q0-borrowed-quack-binding-seam-v1.md) narrows DT64-0..5: first read-only, source-attested binding with original DTO identity, schema/catalogue version, actual owner + physical snapshot, local-focus/codebook witnesses, permission/completeness, borrowed input lanes and *separate reusable compiled recipe*. DT64 does not evaluate business predicates or native numerics; Quack/RelAlg/R2IL/mask-risc execute; ndarray does numeric kernels; D-NAM/EXO-152 owns numeric method certificates. Not one of ClassView FieldMask, DR address, 64 predicate slots or Palette256 numeric code is interchangeable. **Eight candidates** = catalogue 08/11/12/13/14/17/18/32 from dir-sim/Exchange/SAP (unary kept unary); compare scalar oracle ↔ Quack ↔ optional DR64². #1792 **MERGED** proves in-borrow stability and falsifies escaped Keep (1,032 old vs 31 fresh); complete mutation/source-snapshot reuse witness still **OPEN**. No code, physical DR³, runtime, source write or permission admission.
60 changes: 60 additions & 0 deletions .claude/board/entries/2026-10-26-dt64-holographic-interface.md
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# D-DT64-0 — DT64 64-slot versioned predicate adapter, inverted DR projections and staged PRs

**Date:** 2026-10-26. **Status:** DOCS / DRAFT, no production adapter, schema ABI, method, test or runtime implementation. **Source:** `../../plans/d-dt64-holographic-predicate-capstone-v1.md`.

**User request:** detailed technical mapping of IAM, Entra/Exchange, Odoo and SAP DTOs into a proposed 64-predicate DT64 semantic interface; directed/holographic DR access, edge×edge, Thought-Git hypothesis/time, ONNX numeric lowerings; stage documentation PRs; link the open contracts in EXO-50.

## Cross-session Q0 coordination, same six-PR architecture

[Borrowed DT64 → Quack binding seam](../../plans/d-dt64-q0-borrowed-quack-binding-seam-v1.md) added on #1799, DOCS ONLY. A source-attested binding consists of typed source/predicate identity, schema+catalogue version, actual owner/source snapshot, global/local witness, relevant codebook generation, scope/completeness, `&source`-borrowed input lanes, and separate reusable Quack recipe. DT64 does not execute; Quack/relalg/R2IL/mask-risc do; ndarray does numeric kernels; D-NAM/EXO-152 owns prepared numerical certificates and explicit SourceParity vs CertifiedMath. **Eight grounded IAM/Exchange/SAP predicates** are the first minimal lab fixture; Odoo cross-system join is not implied. The #1792 1,032-vs-31 changed-property stale-mask counterexample is required. Optional DR64² only after cost proof; no DR64³ runtime. Q0 is a coordination amendment under DT64-0, **not** an additional implementation stage or a CC instruction.

## Draft sequence with exact GitHub receipts

| stage | PR | deliverable and status |
|---|---|---|
| DT64-0 | [#1799](https://github.com/AdaWorldAPI/lance-graph/pull/1799), this branch | charter, dependency and question register, .claude board integration; docs only |
| DT64-1 | [#1794](https://github.com/AdaWorldAPI/lance-graph/pull/1794) | 64 typed predicate catalogue including 8 IAM/ODoo/SAP scenarios; docs only |
| DT64-2 | [#1795](https://github.com/AdaWorldAPI/lance-graph/pull/1795) | source snapshots, identity namespace & join witnesses, IAM/Odoo/SAP mapping and negative test specs; docs only |
| DT64-3 | [#1796](https://github.com/AdaWorldAPI/lance-graph/pull/1796) | three directed SPO query orientations, K3/Bag/Distinct, DR focus and falsifier ladder; docs only |
| DT64-4 | [#1797](https://github.com/AdaWorldAPI/lance-graph/pull/1797) | edge dependency, Thought-Git hypothesis/time, replay receipts and retractions; docs only |
| DT64-5 | [#1798](https://github.com/AdaWorldAPI/lance-graph/pull/1798) | native behavioral recipes, Odoo/SAP/IAM computations, numerical time series and ONNX leaf semantics; docs only |

**All plans on independent branches from main** (NOT implementation). Merge/admission order is logical, but each PR must be re-reviewed and rebased after predecessors; no hidden stacked commits. No tests claimed run. PRs from other sessions are not modified.

## Key source evidence already present

- IAM: `dir-sim` direct/nested group and `actors.rs` effective-role evidence, `cloud.rs` EXO mailbox match/awaiting/mismatch states. Effective role `ClassView × DR` lab in [2026-10-21-classview-dr-iam.md](2026-10-21-classview-dr-iam.md), ~13–19 ns once per class resolved (lab).
- SAP: `lance-graph-sap` has 23 stable CATS fields, 16 HASH and 8 BAPI ordinal profiles; direct mask preferred for a 23-field projection (EXO-122 / D-QR-SAP).
- Odoo: curated blueprint [odoo-blueprint-inventory-v1](../../knowledge/odoo-blueprint-inventory-v1.md), `L14-HR-BASE` extracts employee/user/partner/company/manager and hr.version rules; live adapter and method execution not proven.
- Quack: current borrowed lanes and mask-risc native ops; #1792 attests borrow-scope but forbids assuming a detached `Keep` has a valid witness.
- DR: existing DR64²/DR256² Boolean registered relations; physical DR³ axis NFR-OP-2 still open, no magical zero-copy global cube.

## Unclosed receipts and coordination owners

| open | owner / authority | implication |
|---|---|---|
| 64 predicate ordinal/semantics registry | DT64/ontology, proposed | FieldMask presence is not predicate truth |
| NFR-OP-2 third DR axis | DR physical owner | 64×64×64 is logical capacity, not ABI |
| EXO-46 focus preparation | D-RMAP | cross-table identity joins never by numeric ordinal alone |
| #1792 escaped-mask/source snapshot | mailbox/source and Lance reader | recompute/refuse until attestation |
| License SKU/service-plan DTO | Entra/identity source owner | cannot infer license from EXO mailbox |
| Odoo `res.users`/SAP PERNR/AD GUID joins | source adapter owners | no UPN/email or integer equality claim |
| EXO-148 DurableRef/ThoughtCommitId | D-RST / D-TGB | no durable Thought-Git replay claims |
| EXO-152 native methods/ONNX | D-NAM owner | no new tensor runtime, versioned method receipts |
| source explicit negative/ACL completeness | auth/data authority | missing != FALSE and no scope widening |
| "holographic" reconstruction test | D-HOLO/DR | invert access without claiming compressed global recovery |

**Falsifier principle:** an independent scalar oracle plus disable control must bind before any correctness or speed claim. Costed: cold identity mapping, focus seal, masks/index bytes, hot folding, output, witness. If direct/CSR wins a narrow mapping, KEEP_DIRECT. Separate Boolean relationships, numerical model output, and unverifiable hypotheses.

**Agent handoff:** [Source-first CC brief](../../prompts/d-dt64-source-first-claude-code-handoff.md) (read-only first; no code authorization).

**Handoff:** [EXO-50](https://linear.app/exo-red/issue/EXO-50/agent-message-bus-gpt-xgrok-ccsession-id) append-only [coordination message](https://linear.app/exo-red/issue/EXO-50) posted as `GPT:gpt-ada-01/D-DT64-1799-20261026` with all six PR receipts; acknowledgement requested. [EXO-121](https://linear.app/exo-red/issue/EXO-121), [EXO-122](https://linear.app/exo-red/issue/EXO-122), [EXO-123](https://linear.app/exo-red/issue/EXO-123), [EXO-126](https://linear.app/exo-red/issue/EXO-126), [EXO-127](https://linear.app/exo-red/issue/EXO-127), [EXO-151](https://linear.app/exo-red/issue/EXO-151), [EXO-152](https://linear.app/exo-red/issue/EXO-152).


## DT64-QB — parallel Quack/algebra coordination correction

**Source:** [D-DT64-QB-0](../../plans/d-dt64-q0-borrowed-quack-binding-seam-v1.md). This is the first execution contract, **NOT** a new runtime or authorized implementation. DT64 = semantic binding-store adapter; Quack/RelAlg/R2IL/mask-risc = relational evaluation; ndarray = native numerics; D-NAM/EXO-152 = prepared numerical-method semantics and certificates. The eight IAM/Exchange/SAP candidate predicates are catalogue slots **08, 11, 12, 13, 14, 17, 18, 32**. Unary group/mailbox classifications do not acquire invented inverse edges; directional projections apply to typed binary predicates only.

**Admission:** typed source object + predicate; schema/catalogue revisions; owner + ACTUAL physical source snapshot; sealed global/local focus; optional codebook generation; permission and completeness authority; live borrowed lanes; independently reusable compiled recipe identity. `ClassView FieldMask`, DR coordinate, predicate slot and Palette256 numeric code remain distinct. Borrow-scoped run needs no redundant ownership guard; detached Keep requires source-attested dependency or recomputation/refusal; #1792 old 1,032 vs fresh 31 remains falsifier. #1792 itself is MERGED, but source attestation and escaped reuse remain OPEN.

**First independently authorized candidate:** S0 source census, then S1 eight-predicate borrowed adapter against independent scalar oracle, S2 directed SPO views and optional DR64² comparative route, S3 recipe rebind and stale Keep refusal. No DR³ mandatory, no source data replication, no ONNX, no writes. Later DT64-4/5 are independent research successors, not blockers. This correction changes no code/test claims.
3 changes: 2 additions & 1 deletion .claude/board/entries/README.md
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Expand Up @@ -25,10 +25,11 @@ index row, (3) no duplicate entry id. Checks 1 and 2 are deliberately
opposite directions; the stranding this convention prevents shows up in
exactly one of them, never both.

482 entries, 2026-08-06 .. 2026-10-26.
483 entries, 2026-08-06 .. 2026-10-26.

| date | entry id | finding | file |
|---|---|---|---|
| 2026-10-26 | `D-DT64-0` | | [2026-10-26-dt64-holographic-interface.md](2026-10-26-dt64-holographic-interface.md) |
| 2026-10-26 | `D-DR64C-A` | | [2026-10-26-dr64-cubed-amendment.md](2026-10-26-dr64-cubed-amendment.md) |
| 2026-10-26 | `D-DR256-WHERE` | | [2026-10-26-dr256-where-capstone.md](2026-10-26-dr256-where-capstone.md) |
| 2026-10-26 | `D-DR256-OD` | | [2026-10-26-dr256-on-demand-l1.md](2026-10-26-dr256-on-demand-l1.md) |
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