Pith Number

pith:CYK5TBBT

pith:2025:CYK5TBBTHB525G3NJFACUXZPAV

not attested not anchored not stored refs pending

3D-Generalist: Self-Improving Vision-Language-Action Models for Crafting 3D Worlds

Alex Zook, Christian Jacobsen, Clemens Eppner, Ethem Can, Fan-Yun Sun, Haoming Zou, Jiajun Wu, Jonathan Tremblay, Nick Haber, Shangru Li, Shengguang Wu, Stan Birchfield, Thomas Yim, Valts Blukis, Xunlei Wu, Yu-Hsin Chou

arxiv:2507.06484 v2 · 2025-07-09 · cs.GR · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CYK5TBBTHB525G3NJFACUXZPAV}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

5 papers in Pith

PerceptTwin: Semantic Scene Reconstruction for Iterative LLM Planning and Verification

Function2Scene: 3D Indoor Scene Layout from Functional Specifications

Code-as-Room: Generating 3D Rooms from Top-Down View Images via Agentic Code Synthesis

Vision-as-Inverse-Graphics Agent via Interleaved Multimodal Reasoning

StoryBlender: Inter-Shot Consistent and Editable 3D Storyboard with Spatial-temporal Dynamics

Receipt and verification

First computed	2026-07-05T11:56:21.174301Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1615d98433387bae9b6d49402a5f2f0556c38efe7646ab1ab87d9d774a322125

Aliases

arxiv: 2507.06484 · arxiv_version: 2507.06484v2 · doi: 10.48550/arxiv.2507.06484 · pith_short_12: CYK5TBBTHB52 · pith_short_16: CYK5TBBTHB525G3N · pith_short_8: CYK5TBBT

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/CYK5TBBTHB525G3NJFACUXZPAV \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 1615d98433387bae9b6d49402a5f2f0556c38efe7646ab1ab87d9d774a322125

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "481aabbb607bce628692644b3bbfb7f083c4b8335e1f52e4df69d80446288b35",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.GR",
    "submitted_at": "2025-07-09T02:00:17Z",
    "title_canon_sha256": "4ce3f2eab51e74112b274d52d45061b9c2a2dcae69f79aeaa817756238e65847"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.06484",
    "kind": "arxiv",
    "version": 2
  }
}