Pith Number

pith:RP5NZKQM

pith:2023:RP5NZKQMLSWHKRDIKNG76T4PEO

not attested not anchored not stored refs pending

Simulating Opinion Dynamics with Networks of LLM-based Agents

Agam Goyal, Dhavan Shah, Junjie Hu, Nikunj Harlalka, Robert Hawkins, Siddharth Suresh, Sijia Yang, Timothy T. Rogers, Yun-Shiuan Chuang

arxiv:2311.09618 v4 · 2023-11-16 · physics.soc-ph · cs.CL

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\usepackage{pith}
\pithnumber{RP5NZKQMLSWHKRDIKNG76T4PEO}

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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

10 papers in Pith

A Large Language Model-Driven Agent-Based Modeling Framework with Multi-Round Communication for Simulating Vaccine Opinion Dynamics

When Is Emergent Consensus Real? A Measured Coupling Gain and a Validity Diagnostic for LLM Agent Societies

Hidden Anchors in Multi-Agent LLM Deliberation

Disentangling Interaction and Bias Effects in Opinion Dynamics of Large Language Models

How to Model AI Agents as Personas?: Applying the Persona Ecosystem Playground to 41,300 Posts on Moltbook for Behavioral Insights

Receipt and verification

First computed	2026-07-05T08:02:48.124927Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8bfadcaa0c5cac754468534dff4f8f239f78c2ad6d8469661274c2ec988875b5

Aliases

arxiv: 2311.09618 · arxiv_version: 2311.09618v4 · doi: 10.48550/arxiv.2311.09618 · pith_short_12: RP5NZKQMLSWH · pith_short_16: RP5NZKQMLSWHKRDI · pith_short_8: RP5NZKQM

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/RP5NZKQMLSWHKRDIKNG76T4PEO \
  | 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: 8bfadcaa0c5cac754468534dff4f8f239f78c2ad6d8469661274c2ec988875b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ec0ddb2a7d57b6731a0e84dbe83930647933d55f0c48f38729eb5cc54b91aa4",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.soc-ph",
    "submitted_at": "2023-11-16T07:01:48Z",
    "title_canon_sha256": "fc2ad4b69c7c8e027ac86d894d9446b42bce1d1d2d3a115fe31311032ed0e001"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.09618",
    "kind": "arxiv",
    "version": 4
  }
}