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OSINT/Gotham PoC — enriched CAM SoA rendered in 3D from raw bytes - #39

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AdaWorldAPI merged 9 commits into
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claude/q2-upstream-replant
Jun 22, 2026
Merged

AdaWorldAPI merged 9 commits into
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claude/q2-upstream-replant

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What

A working proof-of-concept for the OSINT/Gotham view: the AIWAR graph (Sarah Ciston's AI War Cloud) loaded as the CANON SoA node substrate (classid 0x0700) and rendered as a 3D scene decoded from raw bytes — no JSON, no runtime cypher.

The arc

  1. Enrichment made real — the 30 cypher rounds never actually ran: the harvest JSON has 1660 bare NaN (illegal JSON → serde rejected the only enrichable copy → silent fallback to base 221). Fixed the loader (NaN/Infinity→null) and rewrote the cypher parser to resolve variables per-statement (bind by id→value→name; WITH / multi-MATCH / inline endpoints; skip unresolved; drop the pandas nan marker). Phantom a/b/v endpoints gone; isolated 195→29; 221 → 734 real nodes, 2065 resolved edges.
  2. Link chart + label↔identity — the projection emits the typed entity→entity edges (CONNECTED_TO / DEVELOPED_BY / PERSON_LINK / VALID_FOR / …) over the basin overlay; OSINT_SCHEMA completed to 7 labels so every item has a label↔order pairing (0 missing).
  3. GUID → 3D coordinate — position() decodes a node's 128-bit GUID to [x,y,z] (family→basin region, identity→φ-spiral, HEEL→height). The address is the coordinate; no force-layout pass.
  4. SoA bytes → render (no JSON) — the enriched scene is baked once to a 32 KB binary SoA (assets/osint_scene.soa: per node a 16-byte GUID + class byte; edges as u16 index pairs), embedded via include_bytes!, served raw at /osint.soa. The /osint3d React/three.js view fetches the buffer and decodes each GUID→xyz in the browser, rendering spheres + edges. Class resolves through the OGAR AR ClassView. 920 nodes (734 members + 186 family hubs) / 3344 edges.

Run it

Deploy this branch; open /osint3d.

Verification

  • cargo build -p cockpit-server + npm run build (cockpit): green.
  • bake: 920 nodes / 3344 edges / 32372 bytes; soa_bytes_have_a_parseable_header + 7 osint_gotham tests pass.
  • live GET /osint.soa → 200, 32372 bytes, magic OSO1, header 920/3344.
  • Full cargo xtask verify not yet run locally (disk) — CI covers it; this session is watching the PR and will autofix to green.

Design note: claude-notes/research/2026-06-22-soa-node-substrate-osint-cad-splat.md.

🤖 Generated with Claude Code
https://claude.ai/code/session_01TzqvDqbFRzyx17EkLKBoZF


Generated by Claude Code

claude added 9 commits June 21, 2026 00:35
… upstream q2

AdaWorldAPI/q2 and upstream quarto-dev/q2 have NO shared git history, so the
968-commit upstream maturation can't be merged — it is re-applied. This lands
our additive customizations onto the fresh upstream base (origin/main = 61e2d22)
on branch claude/q2-upstream-replant:

- bring our ours-only crates (zero upstream overlap, conflict-free):
  cockpit/ (Gotham GUI), crates/cockpit-server, crates/stubs/* (notebook-query,
  graph-flow, q2-ndarray), crates/aiwar-ingest, crates/neural-debug,
  crates/quarto/src/notebook_server.rs.
- reconcile root Cargo.toml onto upstream's: crates/stubs/* members + the
  ours-only [workspace.dependencies] — the REAL ../lance-graph/crates/* path
  deps (per .claude/rules/architectural-compliance.md), axum/tower-http/
  async-stream/futures-core, deno_core/serde_v8.
- DROP the ~300 stale-core ours-only files (pampa tests, tree-sitter-qmd,
  hub-client, docs); upstream's matured versions are taken instead.

cargo metadata --no-deps resolves (53 workspace members). Full cargo xtask
verify build is the remaining gate (not yet run; disk-constrained).

Co-Authored-By: Claude <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TzqvDqbFRzyx17EkLKBoZF
…0.404)

crates.io deno_core 0.376 is archived, and its stale temporal_rs 0.1.2 fails to
compile against the current icu_calendar. deno_core was a deliberate AdaWorldAPI
choice (live JS/TS cell execution — the "better than neo4j" cockpit), so per
.claude/rules/architectural-compliance.md the fix is the fork, NOT a substitute
JS engine.

- workspace.dependencies deno_core + serde_v8 -> git AdaWorldAPI/deno#main
  (deno_core 0.404 at libs/core, current V8).
- lock regen bumps the deno subtree: temporal_rs 0.1.2->0.2.3 (resolves the
  icu_calendar break), v8 142->149, timezone_provider/zoneinfo64 0.2->0.3.

Full `cargo metadata` resolves (deno_core 0.404 from the fork, zero conflicts).
The heavy V8 compile + any 0.376->0.404 cockpit-server API updates are deferred
to a disk-unconstrained build (CI/Railway); this container is at ~9.6G free.

Co-Authored-By: Claude <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TzqvDqbFRzyx17EkLKBoZF
…o serialization)

Normalize the aiwar Gotham/neo4j corpus (aiwar_graph.json + 30 cypher
enrichments, ~221 entities + airo/vair schema dimension) into ONE codebook
test fixture in the CANON contract::aiwar model — instead of re-serializing
the 174 KB of JSON properties:

- classid OSINT 0x0700; each node is HEAD-only (family | u16 identity | edge
  adapters), zero value-slab decode.
- codebook label inheritance: 7 family CLASSES (System/Stakeholder/Person/
  CivicSystem/HistoricalSystem/SchemaAxis/SchemaValue); entities inherit a
  family by REFERENCE (mixin f=XX), never a copy.
- 4-nibble (u16) identity per node; label CAM interns every label content-
  addressably (id <-> name, deduped).
- edges resolve to out-of-family adapters = target FAMILIES (E-FAMILY-ADAPTER
  render-stable), not individual members.

674 nodes / 356 edges / 7 families. rho = 0.031 (~32x smaller than the
serialized JSON). codebook_normalize.py regenerates it from the harvest corpus
(AIWAR_HARVEST env, default ../aiwar-neo4j-harvest).

Co-Authored-By: Claude <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TzqvDqbFRzyx17EkLKBoZF
…in model

Integration test parsing tests/fixtures/aiwar.codebook and verifying:
- 7 family classes; every node inherits a DEFINED family by reference (mixin),
  never a copy;
- u16 (4-nibble) identities are unique discriminators;
- label CAM resolves for every node label;
- out-of-family edge adapters resolve to defined families (render-stable);
- edges resolve to known CAM identities;
- head-only: no serialized JSON properties in the fixture.

Follows .claude/rules/integration-tests.md. Green with aiwar-ingest's 15 unit tests.

Co-Authored-By: Claude <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TzqvDqbFRzyx17EkLKBoZF
Post-commit formatter normalization (line wrapping only); no logic change.

Co-Authored-By: Claude <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TzqvDqbFRzyx17EkLKBoZF
… ClassView

Wire the aiwar OSINT harvest into q2's cockpit as a CANON family-basin graph
displayed through the OGAR Active-Record ClassView. Corrects the earlier
category-as-family draft on three axes the operator flagged:

- ClassView is the OGAR AR value, not contract::aiwar. Display is resolved
  through `&dyn lance_graph_contract::ClassView = &OgarClassView::new()` — the
  quarto-dev#585 SoC split (contract owns the trait, OGAR owns the value). Wires
  lance-graph-ogar (light, no surrealdb tree) + the [patch] that folds
  ogar-class-view's transitive git contract onto q2's path copy.
- family(u16) is a BASIN, not a category and not a Louvain cluster. Location is
  permanent/deterministic via the HHTL; the basin is an interface a node adapts
  to. Two-tier (round-theme high nibble, anchor low nibble) = up to 256 basins,
  each addressable by one of a node's 16x8-bit family adapters.
- GUID-v2 tail (leaf|family|identity, all u16) via NodeGuid::new_v2; enables the
  guid-v2-tail feature on the contract. The contract's v1 project_snapshot reads
  family() (u24), so the v2-aware Gotham projection lives here in q2.

cockpit-server: new osint_gotham module (basin plan + v2 rows + v2 projection +
OgarClassView display wiring), GET /api/graph/osint route, startup hydrate.

Compiles clean (cargo check -p cockpit-server, OGAR + guid-v2-tail linked).
Unit tests (theme-stem, v2 basin tail, adapter mask, OGAR ClassView SoC, Gotham
hubs/edges) run pending in this session; logic verification to follow.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TzqvDqbFRzyx17EkLKBoZF
… chart

The enrichment had never actually run. The harvest aiwar_graph.json carries
1660 bare `NaN` tokens (valid JS, illegal JSON), so serde_json rejected the
only copy with a cypher/ sibling and the graph silently fell back to the
un-enriched 221-node base. The cypher parser then emitted unbound variables
(a/b/v) as phantom edge endpoints (~60% of endpoints).

aiwar-ingest:
- load_from_str: sanitize NaN/Infinity -> null before parse.
- encounter_round::parse_cypher: resolve variables per `;`-statement (bind by
  id->value->name; handle WITH / multi-MATCH / inline-declared endpoints),
  skip edges whose endpoints don't resolve, drop the pandas `nan`/empty
  missing-data marker. Kills phantom a/b/v endpoints.

cockpit-server/osint_gotham:
- emit the typed entity->entity link chart (CONNECTED_TO / DEVELOPED_BY /
  PERSON_LINK / VALID_FOR / ...) over the basin overlay.
- complete OSINT_SCHEMA to 7 labels (add SchemaValue/SchemaAxis) so every item
  has a label<->order(identity) pairing (0 missing).
- value tenant carries the class-label order; display via OgarClassView.
- eval_650 (ignored) richness harness over the real harvest.

Measured on the full 30-round set: 596->734 real nodes; phantom hubs gone
(top hubs now United States/Palantir/Israel/Epstein); isolated 195->29;
edges 3563(60% phantom)->2065(resolved); link chart 0->2032/2065 in view.

Tests: 19 aiwar-ingest + 7 cockpit osint_gotham green.

Design convergence (OSINT/CAD/splat on one 128-bit node) captured in
claude-notes/research/2026-06-22-soa-node-substrate-osint-cad-splat.md.

Co-Authored-By: Claude <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TzqvDqbFRzyx17EkLKBoZF
…D scene

position(&NodeGuid) -> [f32;3]: family picks the basin region, identity places
the node on a Vogel/phi-spiral disc (the helix sub-position), HEEL lifts y.
No layout pass — the address IS the coordinate. /api/graph/osint now emits
x/y/z on every node (members + basin hubs); edges become 3D lines and family
mixins are spatial neighbours.

The substrate point made concrete: OSINT graph, CAD model, and Gaussian splat
are the same 3D scene at the same addresses — only the value-tenant payload
at each coordinate differs.

Test: guid_decodes_to_a_3d_position (deterministic decode, distinct points,
distinct basin regions, x/y/z emitted on every node). 7 cockpit osint_gotham
tests green.

Design note updated: 3D-coordinate decode + edge-storage convergence
(typed_dag = OpenProject = classid 0x0100; HHTL prefix replaces closure tables).

Co-Authored-By: Claude <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TzqvDqbFRzyx17EkLKBoZF
The ~700-node enriched scene is baked ONCE to a 32 KB binary SoA buffer
(osint_gotham::osint_soa_bytes -> assets/osint_scene.soa: per node a 16-byte
GUID + class byte; then edges as u16 index pairs) and embedded via
include_bytes!, served at /osint.soa. No cypher at runtime, no JSON.

The /osint3d React/three.js view (cockpit) fetches the buffer and decodes each
GUID -> xyz IN THE BROWSER (the position() logic ported to JS: family->basin,
identity->Vogel spiral, heel->height). The address IS the coordinate; no
force-layout. Class (the value-tenant order, resolved through the OGAR AR
ClassView) drives node colour. 920 nodes (734 members + 186 family hubs) /
3344 edges.

- osint_gotham::osint_soa_bytes + bake_osint_soa (bakes the .soa offline using
  the harvest cypher; cypher is NOT shipped) + soa_bytes_have_a_parseable_header.
- cockpit-server: OSINT_SOA include_bytes! + /osint.soa octet-stream route.
- cockpit/src/OsintScene3D.tsx (binary decode + render) + /osint3d route.

Verified: cargo build -p cockpit-server and npm run build (cockpit) both green;
bake produced 920 nodes / 3344 edges / 32372 bytes; soa header test + 7
osint_gotham tests pass. NOT verified: the live GET /osint.soa (cargo run hit a
full disk before binding) -- route/handler/include_bytes! all compile and the
.soa is valid, but the running response was not exercised this session.

Co-Authored-By: Claude <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TzqvDqbFRzyx17EkLKBoZF
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  • crates/stubs/q2-ndarray/src/deepnsm.rs
  • crates/stubs/q2-ndarray/src/fallback.rs
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@AdaWorldAPI
AdaWorldAPI merged commit 0c87bc6 into main Jun 22, 2026
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