Pith Number

pith:EVQGUZIE

pith:2025:EVQGUZIEWMJR4WKOQI7Y3BEANY

not attested not anchored not stored refs pending

MASTER: A Multi-Agent System with LLM Specialized MCTS

Bingzheng Gan, Changwang Zhang, Jing Huang, Shu Xian Teo, Tianyi Zhang, Wei Shi, Yufan Zhao, Yusu Li

arxiv:2501.14304 v2 · 2025-01-24 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EVQGUZIEWMJR4WKOQI7Y3BEANY}

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	2026-07-05T10:09:15.279797Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

25606a6504b3131e594e823f8d84806e064cfb5aba71e945192b29d6d976c5f3

Aliases

arxiv: 2501.14304 · arxiv_version: 2501.14304v2 · doi: 10.48550/arxiv.2501.14304 · pith_short_12: EVQGUZIEWMJR · pith_short_16: EVQGUZIEWMJR4WKO · pith_short_8: EVQGUZIE

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/EVQGUZIEWMJR4WKOQI7Y3BEANY \
  | 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: 25606a6504b3131e594e823f8d84806e064cfb5aba71e945192b29d6d976c5f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b93dbda9fe2067b1bbd5f8daec6546c6ebb9fd7e67086b0f99760251add59e41",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-24T08:01:11Z",
    "title_canon_sha256": "b2e87ea3d3e266d9a98820f41b6f76ab7ede697e6b3eb150033e8ffd5740e549"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14304",
    "kind": "arxiv",
    "version": 2
  }
}