Pith Number

pith:HNJ2C5W4

pith:2025:HNJ2C5W4ZVUXVILAXNE6ZRM32U

not attested not anchored not stored refs pending

Planning with Reasoning using Vision Language World Model

Allen Bolourchi, Delong Chen, Pascale Fung, Theo Moutakanni, Willy Chung, Yejin Bang, Ziwei Ji

arxiv:2509.02722 v2 · 2025-09-02 · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HNJ2C5W4ZVUXVILAXNE6ZRM32U}

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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

11 papers in Pith

Grounding Spatial Relations in a Compact World Model: Instruction Leakage and a Goal-Free Dynamics Fix

RoboTALES: Learning Reasoning-Guided Robot Policies via Task-Aligned Simulated Futures

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application

GeoWorld: Geometric World Models

Receipt and verification

First computed	2026-07-05T12:06:19.961146Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b53a176dccd697aa160bb49ecc59bd5280ab5da50f88f04ae0144d3b09e5665

Aliases

arxiv: 2509.02722 · arxiv_version: 2509.02722v2 · doi: 10.48550/arxiv.2509.02722 · pith_short_12: HNJ2C5W4ZVUX · pith_short_16: HNJ2C5W4ZVUXVILA · pith_short_8: HNJ2C5W4

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/HNJ2C5W4ZVUXVILAXNE6ZRM32U \
  | 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: 3b53a176dccd697aa160bb49ecc59bd5280ab5da50f88f04ae0144d3b09e5665

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "710e7712459859b238bd2ed108dca75ac8f9edd74de65dff3d6961aafdccbd0d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-09-02T18:18:57Z",
    "title_canon_sha256": "843ac127e038f08f1dedf7bf0dda971dd80da261ea6d59caca28d8c0ce59112e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.02722",
    "kind": "arxiv",
    "version": 2
  }
}