Pith Number

pith:VK7HDGWC

pith:2026:VK7HDGWC3MWBOLYMOADVSEQZ5Z

not attested not anchored not stored refs pending

Self-Evolving World Models for LLM Agent Planning

See-kiong Ng, Wenxuan Zhang, Xuan Zhang, Yang Deng

arxiv:2606.30639 v1 · 2026-06-29 · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VK7HDGWC3MWBOLYMOADVSEQZ5Z}

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.

Receipt and verification

First computed	2026-06-30T02:18:23.899435Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aabe719ac2db2c172f0c7007591219ee7eb8db22c435a8d2e12adcd641fdc375

Aliases

arxiv: 2606.30639 · arxiv_version: 2606.30639v1 · doi: 10.48550/arxiv.2606.30639 · pith_short_12: VK7HDGWC3MWB · pith_short_16: VK7HDGWC3MWBOLYM · pith_short_8: VK7HDGWC

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/VK7HDGWC3MWBOLYMOADVSEQZ5Z \
  | 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: aabe719ac2db2c172f0c7007591219ee7eb8db22c435a8d2e12adcd641fdc375

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3f533cfea986f4c486ede24e33d855ad8f82f6475b04e84a2c41650ade7523c",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-29T17:58:43Z",
    "title_canon_sha256": "6dc9bc2ea9d5ec50550d27241c628ccc74c60bb717e2459f60b25d21acd8f535"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.30639",
    "kind": "arxiv",
    "version": 1
  }
}