Pith Number

pith:DI4JRJPO

pith:2025:DI4JRJPO64ZA4A3DOVXVURW4EZ

not attested not anchored not stored refs pending

Emergent Coordinated Behaviors in Networked LLM Agents: Modeling the Strategic Dynamics of Information Operations

Emilio Ferrara, Gian Marco Orlando, Jinyi Ye, Luca Luceri, Mahdi Saeedi, Valerio La Gatta, Vincenzo Moscato

arxiv:2510.25003 v1 · 2025-10-28 · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DI4JRJPO64ZA4A3DOVXVURW4EZ}

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

1 paper in Pith

EASE Configuration Facilitates A Reproducible Science of LLM Social Simulations

Receipt and verification

First computed	2026-07-14T02:22:28.918182Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a3898a5eef7320e0363756f5a46dc266d3f79bd60052d8dae109ac7731bf8c6

Aliases

arxiv: 2510.25003 · arxiv_version: 2510.25003v1 · doi: 10.48550/arxiv.2510.25003 · pith_short_12: DI4JRJPO64ZA · pith_short_16: DI4JRJPO64ZA4A3D · pith_short_8: DI4JRJPO

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/DI4JRJPO64ZA4A3DOVXVURW4EZ \
  | 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: 1a3898a5eef7320e0363756f5a46dc266d3f79bd60052d8dae109ac7731bf8c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7740349bc5b6b2820db901991af8d4c6653ac107a700c5fb49f92a1ac430b25",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-10-28T22:02:38Z",
    "title_canon_sha256": "c720992e04329ba02ebb1356eb319ebdf00713d597aa6de5092eefd5bf81422f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.25003",
    "kind": "arxiv",
    "version": 1
  }
}