Pith Number

pith:DKJHIVPO

pith:2025:DKJHIVPOCIPWF6JUNZ55TYSJGL

not attested not anchored not stored refs pending

Language-Driven Opinion Dynamics in Agent-Based Simulations with LLMs

Dino Pedreschi, Erica Cau, Giulio Rossetti, Valentina Pansanella

arxiv:2502.19098 v1 · 2025-02-26 · cs.SI

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\usepackage{pith}
\pithnumber{DKJHIVPOCIPWF6JUNZ55TYSJGL}

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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

6 papers in Pith

Opinion Polarization in LLM-Based Social Networks: Manipulation and Mitigation

Building Social World Models with Large Language Models

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

AI-Mediated Communication Can Steer Collective Opinion

Simulating Online Social Media Conversations on Controversial Topics Using AI Agents Calibrated on Real-World Data

Receipt and verification

First computed	2026-07-05T10:20:26.670164Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a927455ee121f62f9346e7bd9e24932d317a9848443191d2966c50d62f94c41

Aliases

arxiv: 2502.19098 · arxiv_version: 2502.19098v1 · doi: 10.48550/arxiv.2502.19098 · pith_short_12: DKJHIVPOCIPW · pith_short_16: DKJHIVPOCIPWF6JU · pith_short_8: DKJHIVPO

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/DKJHIVPOCIPWF6JUNZ55TYSJGL \
  | 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: 1a927455ee121f62f9346e7bd9e24932d317a9848443191d2966c50d62f94c41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb2582d41607cdf5ef2853718e7ecefa54627d62dddc2e477ecc321b332604c2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SI",
    "submitted_at": "2025-02-26T12:43:22Z",
    "title_canon_sha256": "2fb595cb71ebfa3727526d525a4f4d1efeb4dbeec082d8b7f00ceddac364f245"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.19098",
    "kind": "arxiv",
    "version": 1
  }
}