@@ -1,3 +1,26 @@
+## 2026-07-17 — graphrag-doc-retrieval-soa-integration v1 — DESIGN (probe-gated)
+
+**Plan:** `.claude/plans/graphrag-doc-retrieval-soa-integration-v1.md`
+**Scope:** evaluation + wave plan for a query-side `crates/graphrag` (retrieval
+orchestrator) + a `DocGraphQuery` contract surface, both reading the *calcified*
+document-graph substrate. Reframes the task's "lance-graph feeds ogar-doc": OGAR
+owns doc ingestion + the `document 0x080B` mint (`ogar-from-docv1` →
+`ogar-doc-ir` → `ogar-doc`, all built); lance-graph provides the contract types
+OGAR consumes + query capability. graphrag is query-side ONLY — never ingests
+(door-knocking-compiler test; assembler-vs-storage boundary). REUSE:
+`causal_edge::CausalEdge64` (SPO edge), native NARS `(freq,conf)`,
+`WitnessTable`/`EpisodicEdges64` (provenance; `EpisodicWitness64` = a *queued*
+column), AriGraph `TripletGraph`+`spo_bridge` (fact store), `MailboxSoaView`,
+CAM-PQ, `lance-graph-arm-discovery` (extraction proposer). BUILD only the 3
+gaps: hierarchical Leiden, HippoRAG-PPR reset-distribution, BM25. **Retrieval =
+rung ascent** (#708 / D-TRI-6 `RungElevator` + canonical `RungLevel` +
+predicate-plane widen; BLOCK ascends, FLOW at base) up the §3a Maslow pyramid.
+Probe-first: **G0 P-GRAPH-LOADBEARING** (graph beats vector-only?) gates all
+Leiden/PPR code. graphrag-rs (automataIA) = REUSE-AS-REFERENCE
+(`E-V3-GRAPHRAG-INV-1`). Composes atop
+`oxigraph-arigraph-cognitive-shader-soa-merge-v1`. D-GR-1..5; D-GR-5 (OGAR seam)
+mint-gated + baton-audited. No bytes land.
+
 ## 2026-07-17 — triangle-tenants-gestalt-separation v1 — DESIGN (mint-gated)
 
 **Plan:** `.claude/plans/triangle-tenants-gestalt-separation-v1.md`
 
@@ -0,0 +1,252 @@
+# graphrag + doc-retrieval on the V3 SoA — integration plan v1
+
+> **Status:** DESIGN — evaluation + wave plan (no bytes land here). Aligned to
+> **#708 / D-TRI-6** (`E-RUNG-ASCENT-WIRED-1`, `E-MASLOW-PYRAMID-OF-COGNITION-1`)
+> and the `triangle-tenants-gestalt-separation-v1` Maslow pyramid. Any OGAR
+> classid touch is **mint-gated** (batched, baton-audited). Probe-first: the
+> **graph-load-bearing baseline** is the FIRST deliverable, before any Leiden/PPR
+> code.
+> **Grounding:** three Opus reader-agents (v3 waves+census · CausalEdge64/witness
+> substrate · OGAR↔lance-graph boundary) + `.claude/knowledge/graphrag-rs-inventory.md`
+> (`E-V3-GRAPHRAG-INV-1`, the pre-existing automataIA/graphrag-rs audit) + the
+> automataIA repo survey (graphrag-rs ★519, graph-librarian-rs, wasm-typst-studio-rs,
+> lodviz-rs). Citations are as-of `efd21d2` (#707) — verify before coding.
+
+## §0. The reframe — direction correction (READ FIRST)
+
+The task said "create crates **inside lance-graph feeding into** ogar-doc." Run
+through `assembler-vs-storage-substrate.md` + `compilation-vs-runtime-substrate.md`,
+that **inverts the dependency** and is WRONG-SHELF. The corrected direction:
+
+- **OGAR = assembler.** It OWNS document ingestion, the `document 0x080B` mint,
+  and persistence — already built as `ogar-from-docv1` → `ogar-doc-ir` →
+  `ogar-doc` (doc-W4), all in `/home/user/OGAR/crates/`. A lance-graph
+  doc-transcode crate would **duplicate `ogar-from-docv1`** and invert the dep.
+- **lance-graph = spine.** It provides **contract types** (`ClassView`, facet /
+  envelope, masks) that `ogar-doc` builds against — OGAR consumes
+  `lance-graph-contract`, **never the reverse** — **plus query capability** over
+  the *calcified* substrate.
+- **Lance = calcification.** "There is no ingest API." The SoA/Lance write is
+  calcification by the batch writer on-behalf of a mailbox owner.
+- **The door-knocking test forbids** any build step or typed-value constructor
+  asking the running substrate for permission. `doc.v1 → ogar_doc_ir` is a plain
+  Rust fn, unit-testable with nothing running.
+
+**Therefore the honest shape of "feeds both ogar-doc and graphrag":** a single
+**query/view surface** over the calcified document-graph, consumed by two
+readers — `crates/graphrag` (retrieval) and OGAR `ogar-doc`'s
+`reconstruct_document` ("re-issue with updated knowledge" / "documents in this
+community"). `ogar-doc` calls it **via a `lance-graph-contract` trait**
+(`DocGraphQuery`), so OGAR still depends only on the contract. graphrag provides
+the impl. **Neither ingests; both read.**
+
+## §1. Evaluation — what to build, what to reject
+
+| Candidate crate | Verdict | Why |
+|---|---|---|
+| lance-graph doc-transcode / perceptual-IR / `document`-mint crate | **REJECT** | Duplicates OGAR `ogar-from-docv1`/`ogar-doc-ir`/`ogar-doc`; inverts the dep; WRONG-SHELF. Doc ingestion is assembler-side. |
+| Monolithic `graphrag` (extraction→graph→retrieval from scratch, à la graphrag-rs) | **REJECT** | Extraction, SPO edges, fact store, vector/CAM-PQ retrieval already EXIST (§2). Violates *wire-don't-invent*. graphrag-rs = REUSE-AS-REFERENCE only (`graphrag-rs-inventory.md`); its `LanceDBStore` is a stub, its `InferenceEngine` is the no-singleton anti-exhibit. |
+| **`crates/graphrag`** — thin retrieval **orchestrator**, query-side only | **BUILD** | Binds existing legs onto the #708 rung-ascent loop; BUILDS only the 3 genuine gaps (§2). Reads calcified substrate; never ingests. |
+| **`DocGraphQuery` trait** in `lance-graph-contract` + a `DocGraphView` read projection | **BUILD (thin)** | The shared surface both graphrag and `ogar-doc` consume. Keeps OGAR on the contract, not the impl. |
+| New lance-graph OGAR-seam crate | **REJECT** | `lance-graph-ogar` already IS the seam (re-exports ogar-vocab Class/codebook + `ClassView` impl). Extend it if needed. |
+
+**Net: two BUILD targets** — `crates/graphrag` (the orchestrator + the 3 gaps) and
+a thin `DocGraphQuery` contract surface. Everything else is wiring.
+
+## §2. Substrate reuse — the census (build only the gaps)
+
+REUSE (do **not** rebuild — the substrate provides these):
+
+- **SPO edge = `causal_edge::CausalEdge64`** (8 B, `#[repr(transparent)]`). v2
+  layout (default `causal-edge-v2-layout`): S/P/O palette idx (bits 0-23), NARS
+  **frequency**/**confidence** u8 (24-39), Pearl-2³ causal mask (40-42),
+  direction triad (43-45), inference mantissa i4 (46-49), plasticity (50-52),
+  **W-slot witness handle** (53-58), truth-band lens (59-60), spare (61-63).
+  **Disambiguation hazard:** two `CausalEdge64` exist — use `causal_edge` (SPO
+  palette), NOT `thinking_engine::layered` (8×u8 strength vector).
+- **NARS truth = native `(freq u8, conf u8)`** in the edge (bits 24-39);
+  `expectation()`, `evidence_weight()` on `CausalEdge64`. Don't add a
+  confidence/weight field.
+- **Provenance/witness.** `EpisodicWitness64` is **not a symbol** — it names a
+  *queued* SoA column (`soa_view.rs` `episodic_witness()` deferred). Today use
+  `EpisodicEdges64` (4×16-bit MRU episodic edges) + `WitnessTable<64>` /
+  `WitnessEntry{mailbox_ref, spo_fact_ref}` resolving the CE64 v2 W-slot. Don't
+  add a provenance field; **materializing the column is a candidate probe**, not
+  an assumption.
+- **Fact store = AriGraph `TripletGraph` + SPO-G quad.** `Triplet` + G-slot
+  (`ContextTag::{Observation, Intervention}`) = the quad; `CounterfactualSpoG`
+  from `TripletGraph::intervene_on` (Pearl rung-2). Promote a CE64 to a graph
+  edge via `spo_bridge::promote_to_spo` past the truth gate. Cold, in
+  lance-graph core — **not** a SoA column.
+- **Read surface = `MailboxSoaView`** (zero-copy; `edges:[CausalEdge64;N]` is the
+  EdgeColumn). Don't re-encode to Arrow. Node adjacency = the 16-byte `EdgeBlock`
+  (coarse, key-side); identity/class = `NodeGuid` / `class_id` u16 (resolves via
+  `lance-graph-ontology`). Three edge encodings — EdgeBlock (adjacency) / CE64
+  (causal weight) / EpisodicEdges64+WitnessTable (provenance) — **never conflate**.
+- **Extraction (upstream proposer) = `lance-graph-arm-discovery`** (Aerial+
+  transcode, integer codebook-distance oracle → `{s,p,o,f,c}` ndjson NARS-truth
+  SPO candidates) + `nsm/parser.rs` PoS-FSM→SPO. No-LLM, workspace-native.
+- **Vector retrieval = CAM-PQ** (`cam_pq/{ivf,storage,udf}`; codec ICC 0.9999,
+  `cam-pq-production-wiring-v1`). *(The exact vector-search entry symbol moved
+  since the agent read — verify the current entry point.)*
+
+BUILD (the genuine gaps — each gated on §6 P0):
+
+1. **Hierarchical Leiden community detection** — in-tree is example-only
+   (`jc/examples/splat_louvain_modularity.rs`, `splat_lpa_label_propagation.rs`);
+   graphrag-rs `leiden.rs` is single-level, REUSE-AS-REFERENCE. Build hierarchical
+   over the CE64/SPO-G graph.
+2. **HippoRAG-PPR** (personalized PageRank with reset distribution) — plain
+   `hdr_pagerank` (`blasgraph/ops.rs`) + `ScentCsr::spmv` exist; the reset/seed
+   distribution + dual-signal (passage-weight) is the gap. Reference
+   graphrag-rs `hipporag_ppr.rs`.
+3. **BM25 keyword arm** — ABSENT; small pure function. Reference graphrag-rs
+   `KeywordExtractor`.
+
+## §3. The #708 alignment — retrieval IS rung ascent
+
+**Do not build a bespoke retrieval-escalation ladder.** graphrag retrieval
+dispatches through the **`RungElevator`** wired by #708 (D-TRI-6). Per #708:
+`on_gate()` advances one rung per dispatch; the current rung selects the cycle's
+cascade breadth via `rung_widened_layer_mask` — a UNION over the **8-bit
+predicate-plane mask (CAUSES..BECOMES)**, **identity at base (zero regression),
+superset-monotone above**. `RungLevel` is canonical in `lance-graph-contract`
+(post-#708 dedup; thinking-engine re-exports). **BLOCK ascends, FLOW relaxes to
+base.**
+
+Map retrieval onto the Maslow pyramid (`triangle-tenants-gestalt-separation-v1`
+§3a; the rung-content ladder in `persona-vs-rung-ladder.md`):
+
+| Rung | Pyramid level | Retrieval action | Predicate-plane mask |
+|---|---|---|---|
+| 0–1 (base, FLOW) | observation / gestalt | CAM-PQ vector + BM25 surface lookup | identity |
+| 2 | SPO 2³ | SPO-G edge hop over `CausalEdge64` | widen (Pearl rung-1 planes) |
+| 3 | CE64 NARS candidates | HippoRAG-PPR + community-scoped expansion, NARS-truth-weighted | wider CAUSES..BECOMES union |
+| 3–4 | NARS candidate design / revision | community summaries (Rig oracle → compiled template, W3) | full |
+| 4 (apex) | counterfactual | Pearl rung-2 intervention (`ContextTag` G-slot) | — |
+
+**The graph is load-bearing precisely because BLOCK ascends the elevator**
+(retrieval surprise / low NARS confidence / contradiction widens the traversal).
+graphrag never re-decides the level — it reads the driver's `RungLevel` and
+supplies the wider graph walk. This is the anti-decorative-graph guarantee (vs
+the graph-librarian-rs anti-pattern where the graph is built but never traversed).
+
+## §4. Crate topology (recommended)
+
+```
+crates/graphrag/                 (NEW, lance-graph, W5 query consumer)
+  src/
+    lib.rs
+    retrieve.rs      # the rung-ascent orchestrator (consumes RungElevator; the load-bearing walk)
+    community.rs     # BUILD: hierarchical Leiden over CE64/SPO-G
+    ppr.rs           # BUILD: HippoRAG reset-distribution PPR (atop hdr_pagerank/spmv)
+    keyword.rs       # BUILD: BM25
+    summarize.rs     # community summaries via Rig oracle → compiled template (W3 dep)
+  deps: lance-graph-contract, causal-edge, cognitive-shader-driver (RungElevator),
+        lance-graph (arigraph query surface), bgz-tensor/cam_pq (vector), ndarray.
+        NO ingest; NO OGAR dep; reads calcified substrate.
+
+lance-graph-contract/            (EXTEND)
+  src/doc_graph.rs   # DocGraphQuery trait + DocGraphView read projection (the shared surface)
+
+lance-graph-ogar/                (EXISTING seam — extend only if the trait needs OGAR ClassView glue)
+```
+
+`ogar-doc` (OGAR) consumes `DocGraphQuery` **via the contract** — that is the
+correct "feeds ogar-doc": ogar-doc is a **caller** of graphrag's query surface,
+never fed data by a lance-graph crate.
+
+## §5. Wave sequencing (aligned to v3 W0–W6 + D-TRI)
+
+Neither crate is a new W-wave. Sequenced **after the W1 keystone**
+(`mailbox_owner()` shipped #631; batch-writer W1b in-PR):
+
+- **G0 — baseline probe (FIRST, no code): P-GRAPH-LOADBEARING** (§6). Gate on
+  truth-architect / measurement-before-synthesis.
+- **D-GR-1** — `DocGraphQuery` trait + `DocGraphView` read projection in the
+  contract (both consumers build against it). Zero SoA writes.
+- **D-GR-2** — `crates/graphrag` scaffold + `retrieve.rs` binding **existing**
+  CAM-PQ + SPO-G hops onto the canonical `RungLevel` / `RungElevator` (#708).
+  Mirrors the #708 settlement probe (BLOCK ascends → wider walk; FLOW at base).
+- **D-GR-3** — BUILD the 3 gaps (`community.rs` Leiden, `ppr.rs` HippoRAG,
+  `keyword.rs` BM25), **each individually gated** on G0 showing it beats
+  vector-only.
+- **D-GR-4** — `summarize.rs` community summaries via the Rig oracle → compiled
+  template (depends on W3 `template-runtime`).
+- **D-GR-5** — wire `ogar-doc` `reconstruct_document` + "similar/related
+  documents" to `DocGraphQuery` (cross-repo; baton-audited classid handshake).
+
+Depends-on: W1b (any persisted result is born-stamped), W2 (retrieval cycles =
+kanban lanes if a cycle persists), W3 (summaries = compiled templates). Composes
+**atop** `oxigraph-arigraph-cognitive-shader-soa-merge-v1` (that plan builds the
+unified SoA context; graphrag is the retrieval layer over it — §8).
+
+## §6. Falsifiers / probes (probe-first)
+
+- **P-GRAPH-LOADBEARING (G0, the gate).** On a document corpus, measure retrieval
+  quality **with vs without** graph traversal (vector-only vs vector+SPO-G+PPR).
+  KILL condition: if the graph does not beat vector-only on multi-hop/global
+  questions, do **not** build Leiden/PPR — the graph would be decorative
+  (graph-librarian-rs anti-pattern). Mirrors the 1BRC addressing-tax probe.
+- **P-RUNG-RETRIEVAL.** Hard/contradictory query → BLOCK → elevator ascends →
+  wider CAUSES..BECOMES mask → higher recall; easy query → FLOW → stays at base
+  (identity mask, cheap). Mirrors #708's D-TRI-6 settlement probe.
+- **P-PPR-MULTIHOP.** HippoRAG-PPR beats vector-only on 2+-hop questions.
+- **P-COMMUNITY-GLOBAL.** Leiden community summaries beat flat chunk-concat on
+  global/thematic questions (the LightRAG dual-level claim).
+- **jc battery** (ICC / Spearman / Cronbach) before any new lane-reading backs a
+  claim (v3 standing gate).
+
+## §7. Alignment hazards (and how this plan avoids each)
+
+1. **write-on-behalf / born-stamped (W1 keystone).** graphrag is read-mostly; the
+   only writes (persisted community membership / summaries) route the batch-writer
+   `cast(on_behalf = envelope.mailbox_owner(), …)` — never write-as-self (the smb
+   `LanceConnector::upsert` ORPHAN-WRITE is the cautionary tale). v3-mailbox-warden
+   gate.
+2. **No-singleton.** No global `Arc<RwLock<KnowledgeGraph>>`. Community/PPR operate
+   over `MailboxSoA` rows + AriGraph; results are ephemeral or calcified
+   per-mailbox. graphrag-rs `InferenceEngine` (graph-as-config-struct) is the
+   explicit anti-exhibit.
+3. **16-byte facet never-widen + classid canon-high.** Reuse existing task
+   classids (`0x080B`/`0x0807`/`0x0808`/`0x080A`, hi-u16 = concept, canon-high). A
+   persisted community-membership lane = a **new `ValueTenant` discriminant in the
+   328 B headroom** (additive-at-end, `ENVELOPE_LAYOUT_VERSION` unchanged),
+   field-isolation-matrix gated by v3-envelope-auditor. `u8:u8` never widened to
+   u16/u24.
+4. **Probe-first / wire-don't-invent.** COMPONENT-MAP + `graphrag-rs-inventory.md`
+   ARE the precomputed "does it exist" search; §2 leans on them. G0 gates code.
+5. **CausalEdge64 duplication + cross-repo baton.** Always qualify
+   `causal_edge::CausalEdge64`. Any OGAR classid for the D-GR-5 seam is a
+   **batched** mint + sync-fuse, baton-handoff-auditor gated.
+
+## §8. Relationship to existing plans
+
+- **`graphrag-rs-inventory.md`** (`E-V3-GRAPHRAG-INV-1`) — the component-by-component
+  automataIA/graphrag-rs audit. **Mandatory pre-read**; this plan does not re-fork.
+- **`oxigraph-arigraph-cognitive-shader-soa-merge-v1`** — builds the unified
+  SoA context (Oxigraph RDF + AriGraph episodes + SPO). graphrag is the
+  **retrieval layer atop it**; they compose, not compete.
+- **`entropy-ladder-spo-rung-v1`** (R1 shipped) — SPO/NARS rung decomposition;
+  the rung mapping in §3 must reconcile with its entropy-level = fact-position.
+- **`temporal-markov-and-style-classes-v1`** (ACTIVE) — governs the retrieval
+  substrate (episodic axis = Lance versions); graphrag rides `temporal.rs`.
+- **`triangle-tenants-gestalt-separation-v1`** (D-TRI-1..6) + **#708** — the
+  Maslow pyramid graphrag retrieval ascends (§3).
+- **`normalized-entity-holy-grail-v1`**, **`episodic-risc-spine-v1`**,
+  **`cam-pq-production-wiring-v1`**, **`wikidata-lazy-spine-hydration-v1`** —
+  adjacent; entity-resolution + episodic-addressing + codec + KG-hydration inputs.
+
+## §9. Board hygiene · D-ids · gate
+
+- D-ids: **D-GR-1..5** (this plan) — STATUS_BOARD rows on land.
+- New plan → INTEGRATION_PLANS.md prepend (this commit); EPIPHANIES entry only
+  when a finding lands (probe result), not for the plan itself.
+- **Gate:** G0 (P-GRAPH-LOADBEARING) is the first deliverable — **no Leiden/PPR
+  code before it is green.** D-GR-5 (OGAR seam) is mint-gated + baton-audited.
+- **Open questions:** (O1) does `ogar-doc` `reconstruct_document` genuinely need a
+  runtime graph query, or is the "updated knowledge" re-issue a batch re-persist?
+  (settles whether D-GR-5 is a live query seam or a re-run). (O2) materialize the
+  `EpisodicWitness64` column now (helps PPR recency) or stay on
+  `EpisodicEdges64`+`WitnessTable`? (probe). (O3) reconcile the §3 rung mapping
+  with `entropy-ladder-spo-rung-v1`'s entropy levels — same ladder or two?