Pith Number

pith:VDPWI3LS

pith:2024:VDPWI3LSCFYJTID64FUEK2RQBS

not attested not anchored not stored refs pending

Can Graph Learning Improve Planning in LLM-based Agents?

Bohang Zhang, Caihua Shan, Dongsheng Li, Hong Cheng, Jiarui Feng, Kaitao Song, Siwei Wang, Wei Chen, Xixi Wu, Yifei Shen, Yun Xiong

arxiv:2405.19119 v3 · 2024-05-29 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VDPWI3LSCFYJTID64FUEK2RQBS}

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	2026-07-05T09:26:27.224621Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8df646d72117099a07ee168456a300c94273ae9728b121b2d4a3f2dbe6cb89f

Aliases

arxiv: 2405.19119 · arxiv_version: 2405.19119v3 · doi: 10.48550/arxiv.2405.19119 · pith_short_12: VDPWI3LSCFYJ · pith_short_16: VDPWI3LSCFYJTID6 · pith_short_8: VDPWI3LS

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/VDPWI3LSCFYJTID64FUEK2RQBS \
  | 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: a8df646d72117099a07ee168456a300c94273ae9728b121b2d4a3f2dbe6cb89f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "283e7e31e8c0eae11c5840d97fe93e1f8d43094c7ad5f2f18afc679665b7ac91",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-29T14:26:24Z",
    "title_canon_sha256": "4eddfb50259bd6cd13a63c343c7a2cb4d77026c261353b9236a8d76e2c59d800"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.19119",
    "kind": "arxiv",
    "version": 3
  }
}