Pith Number

pith:7ZI2W2HL

pith:2025:7ZI2W2HLYT6HJDNNYRSFSYHJUB

not attested not anchored not stored refs pending

General Agentic Planning Through Simulative Reasoning with World Models

Eric Xing, Jinyu Hou, Mingkai Deng, Zhiting Hu

arxiv:2507.23773 v3 · 2025-07-31 · cs.AI · cs.CL · cs.LG · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7ZI2W2HLYT6HJDNNYRSFSYHJUB}

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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

2 papers in Pith

Efficient Agentic Reasoning Through Self-Regulated Simulative Planning

GUI Agents with Reinforcement Learning: Toward Digital Inhabitants

Receipt and verification

First computed	2026-05-22T01:03:44.642411Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe51ab68ebc4fc748dadc4645960e9a0686ee022261f36dacd9523f0e31a70f3

Aliases

arxiv: 2507.23773 · arxiv_version: 2507.23773v3 · doi: 10.48550/arxiv.2507.23773 · pith_short_12: 7ZI2W2HLYT6H · pith_short_16: 7ZI2W2HLYT6HJDNN · pith_short_8: 7ZI2W2HL

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/7ZI2W2HLYT6HJDNNYRSFSYHJUB \
  | 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: fe51ab68ebc4fc748dadc4645960e9a0686ee022261f36dacd9523f0e31a70f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f220aeb4b5710170da34a484765fd783ae6cd42878a8700228de3e2cba52e016",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-31T17:57:20Z",
    "title_canon_sha256": "ce93ab3dce6a107d28f2d2405511d8fe09736fd6cb1adce08e8ba647cc7d7eec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.23773",
    "kind": "arxiv",
    "version": 3
  }
}