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docs(knowledge): GUID prefix→shape routing — GridLake continuation, φ-quorum anti-theater contract, deterministic phase + WHP#215

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Jun 11, 2026
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docs(knowledge): GUID prefix→shape routing — GridLake continuation, φ-quorum anti-theater contract, deterministic phase + WHP#215
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claude/guid-canon-crystallization

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What this PR is

The mechanism-side crystallization of the operator-pinned GUID canon (OGAR/CLAUDE.md, OGAR #50) into ndarray — one knowledge doc + a blackboard decision entry; zero .rs changes, everything not-yet-coded is labeled CONJECTURE with a named probe (per the insight-update cycle: no unmarked conjectures). Policy-side counterpart: the lance-graph PR on the same branch name.

Contents — .claude/knowledge/guid-prefix-shape-routing.md (NEW)

  • §2 the split: ndarray = MECHANISM, consumer = policy (the W1a pattern). The router never learns what a class is.
  • §3 PrefixShapeTable (CONJECTURE) — layout-only sibling of MultiLaneColumn: one u32 load → 256-way classid direct-index (L1-resident) → longest-prefix run; opaque ShapeId(u16) out and it STOPS (no distance API — the no-umbrella rule); route_batch via SoA lanes; worst-case 128 KB = L2-resident. Gate: PROBE-ROUTE-1 (parity on 10⁶ keys + ≥4× at N=1024).
  • §4 GridLake continued — the key selects grid family + pyramid level (tier = nibble >> 2); the value stays one byte-store per the column-substrate identity (Lance ≡ Arrow ≡ SoA). Deterministic-phase perturbation: (exponent, location, phase, magnitude) — three terms in the key, only the magnitude envelope stored; helix CurveRuler = the bit-exact integer phase walk; D-QUANTGATE mandates the coprime-integer generator in quantized layers; cost scales with magnitude smoothness, not bandwidth. Gates: PYR-1, PHASE-1, PERT-RHO (escalation rate REPORTED).
  • §4b bipolar = Walsh-Hadamard on VSA (CONJECTURE) — sign composition = XOR, magnitude = bundle; TWO-ALGEBRA RULE with WHP-4 as a permanent guard test (raw-XOR on magnitudes must fail Chapman-Kolmogorov); N ≤ √d/4 capacity wall made explicit (WHP-3); Parseval split honestly (WHP-1a transform vs WHP-1b quantized envelope — the part actually in doubt).
  • §5 the φ-quorum anti-eigenvalue-theater contract, anchored to this repo's own casebook (pp13-brutally-honest-tester-verdict.md): quorum certificate (k-of-n φ-stride probes, measured-τ per Pflug-10/Jirak) or escalate a tier — never silently accept; named typed metrics only (P1-1 "raw-XOR-u64 ordering as nearest" is the anti-pattern); spectral claims route to the pillar path with relative tolerances; PROBE-HILBERT-L4 — the existing P0-4 red (hilbert3d_encode([15,15,15],4) → 2925, expected 4095) blocks every L4 cascade-addressing claim until fixed.
  • §6 4⁴-hierarchical codebook build contract (+ PROBE-CODEBOOK-44).

.claude/blackboard.md — decision entry prepended (write-decisions rule).

Wave-ordered execution: OGAR/docs/INTEGRATION-TEST-PLAN.md (OGAR #50) — Wave 0 (~170 LOC of tests) runs entirely against shipped code; Wave 1 contains this PR's first impl bricks (PrefixShapeTable, HILBERT-L4 fix).

Docs-only · no .rs touched · PII abort-guard CLEAN · no model identifier.

https://claude.ai/code/session_01PBTGaPCSnnt6u3pjXpbLwY

Summary by CodeRabbit

  • Documentation
    • Updated internal architectural documentation to reflect current design decisions and routing specifications.

claude added 3 commits June 10, 2026 21:48
…n (crystallization)

Crystallizes the operator-pinned canonical GUID (OGAR/CLAUDE.md) into
ndarray's mechanism-side contract before it dilutes:

- PrefixShapeTable (CONJECTURE, layout-only, sibling of MultiLaneColumn):
  opaque ShapeId(u16), classid-byte direct index + longest-prefix runs,
  L1/L2-resident, route_batch via SoA lanes. Returns ShapeId and STOPS —
  no distance API (no-umbrella rule honored); consumer registers tables,
  ndarray never learns semantics (W1a mechanism/policy split).
- GridLake continuation: the key selects grid family + pyramid level
  (tier = nibble >> 2); the value stays one byte-store per the
  column-substrate identity (Lance ≡ Arrow ≡ SoA). Stacked-pyramid
  perturbation = generated levels (parent + residual), PROBE-PYR-1.
- φ-quorum anti-eigenvalue-theater contract: quorum certificate
  (k-of-n φ-stride probes, measured-τ per Pflug-10/Jirak) or escalate a
  tier; named typed metrics only (never raw-XOR-u64 ordering, PP-13
  P1-1); spectral claims route to the pillar path with relative
  tolerances; PROBE-HILBERT-L4 (existing P0-4) blocks L4 cascade claims.
- 4⁴-hierarchical codebook build contract + PROBE-CODEBOOK-44.

Probes named per the insight-update cycle; no .rs touched; blackboard
decision entry prepended.

https://claude.ai/code/session_01PBTGaPCSnnt6u3pjXpbLwY
…tion, phase, magnitude)

Operator pin: three of the four perturbation terms are already in the
key (level nibbles >>2; implied location mantissa; deterministic phase
recurrence) — only the magnitude envelope is stored, palette-quantized,
at coarser granularity than the phase varies. Phase is convention, not
data: synthesis is lossless by construction; stored cost scales with
magnitude smoothness, not perturbation bandwidth. helix already ships
the split (CurveRuler stride-4-over-17 = the bit-exact integer phase
walk; HemispherePoint = location; RollingFloor = magnitude). Fences:
analysis remainder escalates per the quorum certificate; D-QUANTGATE
mandates the coprime-integer generator in quantized layers (float
phi-recurrence drifts + loses aperiodicity); the phase doubles as the
anti-moire dither. Probes: PHASE-1 (bit-exact cross-backend), PERT-RHO
(rho anchors + reported escalation rate), PYR-1 (escalation tier
byte-exact).

https://claude.ai/code/session_01PBTGaPCSnnt6u3pjXpbLwY
…bit pyramid)

Operator synthesis: when §4's deterministic phase is signed (+/-), the
cascade IS the Walsh-Hadamard transform of the address tree, carried on
the existing VSA-bipolar algebra. Sign composition = XOR (= vsa_bind,
one shift+xor SIMD); magnitude composition = vsa_bundle (sum +
threshold, Markov-respecting per I-SUBSTRATE-MARKOV). Receipts shipped:
Vsa16kF32 (bipolar carrier), vsa_bind/vsa_bundle (iron-rule algebra),
helix CurveRuler (bit-exact integer phase walk).

Quantum-shaped but DETERMINISTIC: superposition (bundled contributions,
unbind by role-key); Heisenberg-shaped capacity (I-VSA-IDENTITIES Test 1:
N <= sqrt(d)/4 ~= 32 is the substrate uncertainty principle); resonance
field (Walsh, not Fourier); roundtrip bit-exact (phase generated not
stored, Walsh self-inverse up to scale).

TWO-ALGEBRA RULE (load-bearing): sign = XOR; magnitude = bundle, NEVER
MergeMode::Xor (breaks Markov; PP-13 P1-1 'raw-XOR ordering as nearest'
is the named anti-pattern that conflates them). Fences: quantum-like
is the bundling algebra not measurement randomness (no headline drift);
bipolar = 1-bit phase; Parseval requires the bundle, not just XOR.

Probes WHP-1 (Parseval rho on random sign-fields, Jirak floor) /
WHP-2 (cross-backend roundtrip byte-identical) / WHP-3 (bind+unbind
margin holds for N <= sqrt(d)/4, fails cleanly past it) / WHP-4
(explicit guard: raw-XOR on magnitudes fails Chapman-Kolmogorov).

https://claude.ai/code/session_01PBTGaPCSnnt6u3pjXpbLwY
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Review Change Stack

📝 Walkthrough

Walkthrough

This PR formalizes a GUID prefix→shape routing specification across two documentation files. A decision is recorded in the blackboard, and a comprehensive routing contract is introduced that defines GUID key semantics, ndarray/consumer layering, a PrefixShapeTable API surface, GridLake continuation with phase regeneration, optional VSA algebra semantics, and a φ-quorum validation framework with correctness probes.

Changes

GUID Prefix → Shape Routing Specification

Layer / File(s) Summary
Decision framing and foundational contracts
.claude/blackboard.md, .claude/knowledge/guid-prefix-shape-routing.md
Blackboard records the finalized GUID prefix→ndarray routing contract. Spec introduces canonical GUID key semantics with dash-group delimiters, 3×4 nibble tiering, and establishes the layering contract between ndarray routing mechanism and consumer/lance-graph policy tables.
Core routing API surface and basic probes
.claude/knowledge/guid-prefix-shape-routing.md
PrefixShapeTable API with opaque ShapeId(u16), entry/table concepts, longest-prefix matching, L1/L2 residency constraints, and foundational probes correlating scalar and batch routing outputs.
GridLake continuation with phase regeneration and VSA algebra
.claude/knowledge/guid-prefix-shape-routing.md
Routing key selects grid while value remains one-byte identity. Deterministic phase regeneration depends on quorum certificates with probes for bit-exactness and residual escalation. Optional bipolar phase model using Walsh-Hadamard/VSA algebra with sign-via-XOR and magnitude-via-bundling rules, including Parseval roundtrip and consistency guard probes.
Φ-quorum validation guard and integration references
.claude/knowledge/guid-prefix-shape-routing.md
φ-quorum k-of-n measured probe agreement guard against eigenvalue theater. Escalation rules, spectral claim constraints, verified level-4 hierarchy gate. Codebook construction contract (4-level 4-ary hierarchies) with fidelity acceptance probe. Cross-references to canonical GUID/prefix docs, integration seam map, GridLake column identity prompt, and theater-test casebook.

Estimated code review effort

🎯 3 (Moderate) | ⏱️ ~28 minutes

Poem

🐰 The GUID now has a shape to hold,
Prefixes route through grids of gold,
With phases dancing, quorum's song,
A routing contract, firm and strong!

🚥 Pre-merge checks | ✅ 5
✅ Passed checks (5 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The title comprehensively covers the main changes: GUID prefix→shape routing mechanism, GridLake continuation, φ-quorum anti-theater contract, and deterministic phase with Walsh-Hadamard algebra, all of which are central to the documentation additions.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Linked Issues check ✅ Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check ✅ Passed Check skipped because no linked issues were found for this pull request.

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💡 Codex Review

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Reviewed commit: 3cdabbd9d3

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Comment on lines +242 to +244
claim ships while its round-trip at that level is red — **PROBE-HILBERT-L4
is currently the named blocker** (P0-4: `hilbert3d_encode([15,15,15],4)`
returns 2925, expected 4095; do not export to consumers until green).

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P2 Badge Remove the false L4 blocker

This blocks all L4 cascade-addressing claims on hilbert3d_encode([15,15,15],4) == 4095, but the current Hilbert module's documented/tested contract is range plus encode/decode round-trip, not that the max coordinate must be the last curve index (src/hpc/linalg/hilbert.rs pass criteria and boundary_level4_max_index_in_range). Under the shipped orientation, index 4095 decodes to another valid endpoint, so treating 2925 as a red round-trip blocker will incorrectly prevent consumers from using an implementation that satisfies its actual contract.

Useful? React with 👍 / 👎.

… first-hand

Codex catch on #215, confirmed by execution: 13/13 hilbert tests pass
including level4_all_indices_unique (bijective onto [0,4096) — exactly
what cascade addressing needs) and level4_curve_is_connected. PP-13
P0-4's encode([15,15,15],4)==4095 expectation was an ORIENTATION
assumption, not the contract; 2925 is a valid endpoint under the
shipped orientation. Blocker framing retired; the exhaustive L4 suite
stays as the standing gate. This is also the session's first
probe-grade receipt — a Wave-0-style verification flipping a claim.

https://claude.ai/code/session_01PBTGaPCSnnt6u3pjXpbLwY

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Actionable comments posted: 1

🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Inline comments:
In @.claude/blackboard.md:
- Around line 6-20: Update the blackboard entry to reflect that HILBERT-L4 is
verified green rather than a P0-4 blocker: replace the phrase "HILBERT-L4 =
existing P0-4 blocker for any L4 cascade claim" with wording that indicates
HILBERT-L4 has been verified (e.g., "HILBERT-L4 — verified green; blocker
framing retired after 13/13 level-4 tests passed"), and ensure the note
references the PR objectives (commit 4) and spec §5 verification outcome to
match the rest of the entry.
🪄 Autofix (Beta)

Fix all unresolved CodeRabbit comments on this PR:

  • Push a commit to this branch (recommended)
  • Create a new PR with the fixes

ℹ️ Review info
⚙️ Run configuration

Configuration used: Organization UI

Review profile: CHILL

Plan: Pro Plus

Run ID: 3d115ad6-58ef-43d6-8ae7-071db6354d07

📥 Commits

Reviewing files that changed from the base of the PR and between 94d4496 and 44d104d.

📒 Files selected for processing (2)
  • .claude/blackboard.md
  • .claude/knowledge/guid-prefix-shape-routing.md

Comment thread .claude/blackboard.md
Comment on lines +6 to +20
## 2026-06-10 — DECISION: GUID prefix→shape routing crystallized (docs-only)

The operator-pinned canonical GUID (`OGAR/CLAUDE.md`: hex dash-groups =
`classid(8)-HEEL(4)-HIP(4)-TWIG(4)-[basin·leaf+id]`; 3×4 tiers, `>> 2`)
now has its ndarray-side contract at
`.claude/knowledge/guid-prefix-shape-routing.md`: ndarray = MECHANISM
(layout-only `PrefixShapeTable`, opaque `ShapeId(u16)`, longest-prefix,
L1/L2-resident, no distance API — no-umbrella honored), consumer =
POLICY (lance-graph registers the table). GridLake continuation: key
selects grid family + pyramid level; value stays one byte-store
(column-substrate identity). φ-quorum anti-eigenvalue-theater contract
pinned with the PP-13 casebook as failure catalog; probes named
(ROUTE-1, QUORUM-1, PHI-1, PYR-1, CODEBOOK-44; HILBERT-L4 = existing
P0-4 blocker for any L4 cascade claim). CONJECTURE until coded — no
.rs touched in this commit.

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⚠️ Potential issue | 🟡 Minor | ⚡ Quick win

Align HILBERT-L4 framing with verified green status.

Line 18 describes "HILBERT-L4 = existing P0-4 blocker for any L4 cascade claim," but the PR objectives (commit 4) and the full spec (§5, lines 241-251) both state that the blocker framing is retired after verification that 13/13 level-4 tests pass. The blackboard decision entry should reflect the verified green state rather than the earlier blocker framing.

📝 Suggested alignment
-(ROUTE-1, QUORUM-1, PHI-1, PYR-1, CODEBOOK-44; HILBERT-L4 = existing
-P0-4 blocker for any L4 cascade claim). CONJECTURE until coded — no
+(ROUTE-1, QUORUM-1, PHI-1, PYR-1, CODEBOOK-44; HILBERT-L4 verified green
+13/13, standing gate for L4 addressing). CONJECTURE until coded — no
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
## 2026-06-10 — DECISION: GUID prefix→shape routing crystallized (docs-only)
The operator-pinned canonical GUID (`OGAR/CLAUDE.md`: hex dash-groups =
`classid(8)-HEEL(4)-HIP(4)-TWIG(4)-[basin·leaf+id]`; 3×4 tiers, `>> 2`)
now has its ndarray-side contract at
`.claude/knowledge/guid-prefix-shape-routing.md`: ndarray = MECHANISM
(layout-only `PrefixShapeTable`, opaque `ShapeId(u16)`, longest-prefix,
L1/L2-resident, no distance API — no-umbrella honored), consumer =
POLICY (lance-graph registers the table). GridLake continuation: key
selects grid family + pyramid level; value stays one byte-store
(column-substrate identity). φ-quorum anti-eigenvalue-theater contract
pinned with the PP-13 casebook as failure catalog; probes named
(ROUTE-1, QUORUM-1, PHI-1, PYR-1, CODEBOOK-44; HILBERT-L4 = existing
P0-4 blocker for any L4 cascade claim). CONJECTURE until coded — no
.rs touched in this commit.
## 2026-06-10 — DECISION: GUID prefix→shape routing crystallized (docs-only)
The operator-pinned canonical GUID (`OGAR/CLAUDE.md`: hex dash-groups =
`classid(8)-HEEL(4)-HIP(4)-TWIG(4)-[basin·leaf+id]`; 3×4 tiers, `>> 2`)
now has its ndarray-side contract at
`.claude/knowledge/guid-prefix-shape-routing.md`: ndarray = MECHANISM
(layout-only `PrefixShapeTable`, opaque `ShapeId(u16)`, longest-prefix,
L1/L2-resident, no distance API — no-umbrella honored), consumer =
POLICY (lance-graph registers the table). GridLake continuation: key
selects grid family + pyramid level; value stays one byte-store
(column-substrate identity). φ-quorum anti-eigenvalue-theater contract
pinned with the PP-13 casebook as failure catalog; probes named
(ROUTE-1, QUORUM-1, PHI-1, PYR-1, CODEBOOK-44; HILBERT-L4 verified green
13/13, standing gate for L4 addressing). CONJECTURE until coded — no
.rs touched in this commit.
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In @.claude/blackboard.md around lines 6 - 20, Update the blackboard entry to
reflect that HILBERT-L4 is verified green rather than a P0-4 blocker: replace
the phrase "HILBERT-L4 = existing P0-4 blocker for any L4 cascade claim" with
wording that indicates HILBERT-L4 has been verified (e.g., "HILBERT-L4 —
verified green; blocker framing retired after 13/13 level-4 tests passed"), and
ensure the note references the PR objectives (commit 4) and spec §5 verification
outcome to match the rest of the entry.

@AdaWorldAPI AdaWorldAPI merged commit cb77a31 into master Jun 11, 2026
18 checks passed
AdaWorldAPI pushed a commit that referenced this pull request Jun 11, 2026
The HILBERT-L4 reference in OQ-MTP-4 was stale: #215 (44d104d) verified
hilbert3d_encode GREEN first-hand (13/13 tests, level4_all_indices_unique
bijective onto [0,4096) -- exactly what cascade addressing needs). The
earlier encode([15,15,15],4)==4095 'red' was a wrong ORIENTATION
expectation, not an encoder bug; 2925 is a valid endpoint under the
shipped orientation.

Consequence: 3-D ADDRESSING is sound and tested -> not a blocker. The
only remaining octree gap is the 2-D BlockedGrid STORAGE container
(z-slice / BlockedGrid3 / project-at-paint, deferred to a volumetric
consumer). The L4 suite becomes a standing regression gate, not a
blocker.

Meta (blackboard): textbook spine-vs-flesh -- the red probe
pattern-matched 'encoder broken' (flesh) but the cause was a wrong
test expectation (assumption attacking the spine).

https://claude.ai/code/session_0178q99yhgoVu9NPk8gmkRU8
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