Pith Number

pith:IXL2Y335

pith:2025:IXL2Y335FGAOJOK3TDV4PZZDGZ

not attested not anchored not stored refs pending

Talk Structurally, Act Hierarchically: A Collaborative Framework for LLM Multi-Agent Systems

Briti Gangopadhyay, Shingo Takamatsu, Sota Moriyama, Wei-Yao Wang, Zhao Wang

arxiv:2502.11098 v1 · 2025-02-16 · cs.AI · cs.LG · cs.MA

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IXL2Y335FGAOJOK3TDV4PZZDGZ}

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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

4 papers in Pith

Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems

NetworkGames: Simulating Cooperation in Network Games with Personality-driven LLM Agents

Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review

Receipt and verification

First computed	2026-07-05T10:15:03.674206Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45d7ac6f7d2980e4b95b98ebc7e72336475006d054e703d149109c779ce6397c

Aliases

arxiv: 2502.11098 · arxiv_version: 2502.11098v1 · doi: 10.48550/arxiv.2502.11098 · pith_short_12: IXL2Y335FGAO · pith_short_16: IXL2Y335FGAOJOK3 · pith_short_8: IXL2Y335

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/IXL2Y335FGAOJOK3TDV4PZZDGZ \
  | 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: 45d7ac6f7d2980e4b95b98ebc7e72336475006d054e703d149109c779ce6397c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af22db6476de4d504c4b51e601d91b8aef8b4b65b81bd2171232097beba76635",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-16T12:26:58Z",
    "title_canon_sha256": "aa8724ce138c04043bc55ce48f80258ce9dfb951e0638d2d4e013ab619b9bc3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11098",
    "kind": "arxiv",
    "version": 1
  }
}