Pith Number

pith:JPOLYQP2

pith:2025:JPOLYQP2HLIQWUADOOQ77MMQ5F

not attested not anchored not stored refs pending

AgentsNet: Coordination and Collaborative Reasoning in Multi-Agent LLMs

Bryan Perozzi, Florian Gr\"otschla, Jan T\"onshoff, Luis M\"uller, Mikhail Galkin

arxiv:2507.08616 v1 · 2025-07-11 · cs.MA · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JPOLYQP2HLIQWUADOOQ77MMQ5F}

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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

5 papers in Pith

Benchmarking Open-Ended Multi-Agent Coordination in Language Agents

Afrispeech Semantics: Evaluating Audio Semantic Reasoning in Spoken Language Models Across Domains and Accents

When Does Hierarchy Help? Benchmarking Agent Coordination in Event-Driven Industrial Scheduling

AgentCollabBench: Diagnosing When Good Agents Make Bad Collaborators

Verify Before You Commit: Towards Faithful Reasoning in LLM Agents via Self-Auditing

Receipt and verification

First computed	2026-07-05T11:35:43.391971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4bdcbc41fa3ad10b500373a1ffb190e945efe0a68e65dd8c59677547cc19034e

Aliases

arxiv: 2507.08616 · arxiv_version: 2507.08616v1 · doi: 10.48550/arxiv.2507.08616 · pith_short_12: JPOLYQP2HLIQ · pith_short_16: JPOLYQP2HLIQWUAD · pith_short_8: JPOLYQP2

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/JPOLYQP2HLIQWUADOOQ77MMQ5F \
  | 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: 4bdcbc41fa3ad10b500373a1ffb190e945efe0a68e65dd8c59677547cc19034e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94cbce5e44ee8d922b08221207aff33a156ffcd64ed50d568dc32450a8648aec",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-07-11T14:13:22Z",
    "title_canon_sha256": "258e83e4bcc40b76dcf74e7ee688a607b5a4436a055efb2a50346097f7179b20"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08616",
    "kind": "arxiv",
    "version": 1
  }
}