Pith Number

pith:YATWBUEH

pith:2025:YATWBUEHIRH4DPMI2QA7M52CCD

not attested not anchored not stored refs pending

Creativity in LLM-based Multi-Agent Systems: A Survey

Hung-yi Lee, Kang-Chieh Chen, Kuan-Yu Chen, Tzu-Heng Wu, Tzu-Hsuan Wu, Yi-Cheng Lin, Yun-Nung Chen, Zhe-Yan Li

arxiv:2505.21116 v1 · 2025-05-27 · cs.HC · cs.AI · 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{YATWBUEHIRH4DPMI2QA7M52CCD}

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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

Multi-Agent Coordination Adaptation via Structure-Guided Orchestration

When Planning Fails Despite Correct Execution: On Epistemic Calibration for LLM-Based Multi-Agent Systems

Learning to Evolve: A Self-Improving Framework for Multi-Agent Systems via Textual Parameter Graph Optimization

AIT Academy: Cultivating the Complete Agent with a Confucian Three-Domain Curriculum

Receipt and verification

First computed	2026-07-05T11:10:23.995611Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c02760d087444fc1bd88d401f6774210c557f625b126cdb72b44eedb0a66304b

Aliases

arxiv: 2505.21116 · arxiv_version: 2505.21116v1 · doi: 10.48550/arxiv.2505.21116 · pith_short_12: YATWBUEHIRH4 · pith_short_16: YATWBUEHIRH4DPMI · pith_short_8: YATWBUEH

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/YATWBUEHIRH4DPMI2QA7M52CCD \
  | 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: c02760d087444fc1bd88d401f6774210c557f625b126cdb72b44eedb0a66304b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c5ab2eb84e00667cc0e6ff80ce54a0c922b0f3b732c819487ec92a62029609a6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-05-27T12:36:14Z",
    "title_canon_sha256": "b5f344cb7cb14aa73089ede907219212593a7526cdf9a82cbd7d3534948e80cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21116",
    "kind": "arxiv",
    "version": 1
  }
}