Pith Number

pith:MVOAYAL4

pith:2024:MVOAYAL4J4U6R3KXB3GZDHL32P

not attested not anchored not stored refs pending

Social Science Meets LLMs: How Reliable Are Large Language Models in Social Simulations?

Haomin Zhuang, Jindong Wang, Kehan Guo, Lichao Sun, Weixiang Sun, Xiangliang Zhang, Xiangqi Wang, Yanfang Ye, Yue Huang, Yujun Zhou, Zhengqing Yuan

arxiv:2410.23426 v1 · 2024-10-30 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MVOAYAL4J4U6R3KXB3GZDHL32P}

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

4 papers in Pith

Large Language Models for Market Research: A Data-augmentation Approach

AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society

How Many Human Survey Respondents is a Large Language Model Worth? An Uncertainty Quantification Perspective

The PIMMUR Principles: Ensuring Validity in Collective Behavior of LLM Societies

Receipt and verification

First computed	2026-07-05T09:29:00.384407Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

655c0c017c4f29e8ed570ecd919d7bd3f6f1f29212edf3b83dcea87eac88688c

Aliases

arxiv: 2410.23426 · arxiv_version: 2410.23426v1 · doi: 10.48550/arxiv.2410.23426 · pith_short_12: MVOAYAL4J4U6 · pith_short_16: MVOAYAL4J4U6R3KX · pith_short_8: MVOAYAL4

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/MVOAYAL4J4U6R3KXB3GZDHL32P \
  | 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: 655c0c017c4f29e8ed570ecd919d7bd3f6f1f29212edf3b83dcea87eac88688c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2440b4325cde45d851075fa9344b7b85fbf152bdef97b0a468e7a386588f1dc8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-30T20:09:37Z",
    "title_canon_sha256": "8be5971cbb2bbdb7c63ad474f2f071a894230eb95825df50bd34f9240c038556"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.23426",
    "kind": "arxiv",
    "version": 1
  }
}