Pith Number

pith:ELAA67M7

pith:2024:ELAA67M7LEFIMMJW35CXDBBNO4

not attested not anchored not stored refs pending

From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents

Jiayu Lin, Jie Zhou, Jingcong Liang, Liang Wang, Libo Sun, Qi He, Xinnong Zhang, Xinyi Mou, Xuanjing Huang, Xuanwen Ding, Zhongyu Wei

arxiv:2412.03563 v1 · 2024-12-04 · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ELAA67M7LEFIMMJW35CXDBBNO4}

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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

Will Scaling Improve Social Simulation with LLMs?

Beyond Isolated Behaviors: Hierarchical User Modeling for LLM Personalization

Persona-Trained Monte Carlo: Estimating Market-Outcome Distributions via Swarms of Persona-Conditioned Neural Policy Bots in a Limit Order Book

Can LLMs Think Like Consumers? Benchmarking Crowd-Level Reaction Reconstruction with ConsumerSimBench

LLM Agents Make Collective Belief Dynamics Programmable: Challenges and Research Directions

Receipt and verification

First computed	2026-07-05T09:44:31.409925Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

22c00f7d9f590a863136df4571842d772fd68b92aba831004a69bdce414bb3b9

Aliases

arxiv: 2412.03563 · arxiv_version: 2412.03563v1 · doi: 10.48550/arxiv.2412.03563 · pith_short_12: ELAA67M7LEFI · pith_short_16: ELAA67M7LEFIMMJW · pith_short_8: ELAA67M7

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/ELAA67M7LEFIMMJW35CXDBBNO4 \
  | 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: 22c00f7d9f590a863136df4571842d772fd68b92aba831004a69bdce414bb3b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a3d0b1f0721ebc60b3db7566241827fdf608cef532debe85d13e0aa8c1ec381",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-04T18:56:37Z",
    "title_canon_sha256": "9e5ab03ca5268fc30506e642ae92460a603b36960ffa6ea15db7b42a7c0ba610"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03563",
    "kind": "arxiv",
    "version": 1
  }
}