Pith Number

pith:U4ID6NJR

pith:2025:U4ID6NJRNXWAHCLLRAKS4T5ZOX

not attested not anchored not stored refs pending

MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents

Cheng Qian, Heng Ji, Hongyi Du, Jiaxuan You, Kunlun Zhu, Shuyi Guo, Xiangru Tang, Xiaocheng Yang, Zhaochen Hong, Zhenhailong Wang, Zhe Wang

arxiv:2503.01935 v1 · 2025-03-03 · cs.MA · cs.AI · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U4ID6NJRNXWAHCLLRAKS4T5ZOX}

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.

Cited by

15 papers in Pith

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Tool Use Enables Undetectable Steganography in Multi-Agent LLM Systems

MAS-Lab: A Specification-Driven Validation Framework for Reliable Multi-Agent Systems

AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation

Specialize Roles, Mix Deployments: Pushing the Cost-Accuracy Frontier of LLM Agent Teams

Receipt and verification

First computed	2026-07-05T10:23:32.884895Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a7103f35316dec03896b88152e4fb975f897cd9cb80b421a6c67d9d5b8bac513

Aliases

arxiv: 2503.01935 · arxiv_version: 2503.01935v1 · doi: 10.48550/arxiv.2503.01935 · pith_short_12: U4ID6NJRNXWA · pith_short_16: U4ID6NJRNXWAHCLL · pith_short_8: U4ID6NJR

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/U4ID6NJRNXWAHCLLRAKS4T5ZOX \
  | 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: a7103f35316dec03896b88152e4fb975f897cd9cb80b421a6c67d9d5b8bac513

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c97c0d71461757cbc61049490d0950b2ffa952a7ea4cc2424c40fb093deed1d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-03-03T05:18:50Z",
    "title_canon_sha256": "ce39eb13710a9858f5578458f6810b36906857eb3725b8c84ec7eb717b90025b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.01935",
    "kind": "arxiv",
    "version": 1
  }
}