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Pith Number

pith:MITP7FDE

pith:2025:MITP7FDENGHOO23O26P7KDPV2D
not attested not anchored not stored refs pending

AgentGroupChat-V2: Divide-and-Conquer Is What LLM-Based Multi-Agent System Need

Haoran Guo, Hao Shen, Hongwei Feng, Jialin Li, Qingyi Wang, Shaosheng Cao, Wenxuan Huang, Xiaoran Shi, Xiaoxuan Zhu, Xingzhou Chen, Yanghua Xiao, Yao Hu, Yin Cai, Zheyu Ye, Zhouhong Gu

arxiv:2506.15451 v1 · 2025-06-18 · 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{MITP7FDENGHOO23O26P7KDPV2D}

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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

6 papers in Pith

Enhancing Decision-Making with Large Language Models through Multi-Agent Fictitious Play
Scaling Behavior of Single LLM-Driven Multi-Agent Systems
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems
A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems
Receipt and verification
First computed 2026-07-05T11:23:43.798132Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6226ff9464698ee76b6ed79ff50df5d0fe4582b49a3443026d51f09bc47319f8

Aliases

arxiv: 2506.15451 · arxiv_version: 2506.15451v1 · doi: 10.48550/arxiv.2506.15451 · pith_short_12: MITP7FDENGHO · pith_short_16: MITP7FDENGHOO23O · pith_short_8: MITP7FDE
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/MITP7FDENGHOO23O26P7KDPV2D \
  | 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: 6226ff9464698ee76b6ed79ff50df5d0fe4582b49a3443026d51f09bc47319f8
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "f826cc4531b9ee5cc31b0f617781f87b35219d168a14dd457ddd8c26702c4ed4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-18T13:24:04Z",
    "title_canon_sha256": "a7e60deb209c850413b8613ff21937e8b88075ea0d115718129e9c65c1dde224"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.15451",
    "kind": "arxiv",
    "version": 1
  }
}