Pith Number

pith:KAOAOF7R

pith:2024:KAOAOF7RDPD2XDB6CHHJIFL6FZ

not attested not anchored not stored refs pending

Random Silicon Sampling: Simulating Human Sub-Population Opinion Using a Large Language Model Based on Group-Level Demographic Information

Bernard J. Jansen, Dongyan Nan, Eungu Lee, Jang Hyun Kim, Seungjong Sun, Wonbyung Lee, Xiangying Zhao

arxiv:2402.18144 v1 · 2024-02-28 · cs.AI · cs.CY

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KAOAOF7RDPD2XDB6CHHJIFL6FZ}

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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

7 papers in Pith

Do Matching Mechanisms Work with LLM Agents?

Beyond the Mean: Three-Axis Fidelity for Aligning LLM-Based Survey Simulators from Small Pilot Data

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

Improving Cross-Cultural Survey Simulation with Calibrated Value Personas

Can Large Language Models Revolutionize Survey Research? Experiments with Disaster Preparedness Responses

Receipt and verification

First computed	2026-07-05T07:50:12.930250Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

501c0717f11bc7ab8c3e11ce94157e2e5325223d47d389176738503a900f683c

Aliases

arxiv: 2402.18144 · arxiv_version: 2402.18144v1 · doi: 10.48550/arxiv.2402.18144 · pith_short_12: KAOAOF7RDPD2 · pith_short_16: KAOAOF7RDPD2XDB6 · pith_short_8: KAOAOF7R

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/KAOAOF7RDPD2XDB6CHHJIFL6FZ \
  | 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: 501c0717f11bc7ab8c3e11ce94157e2e5325223d47d389176738503a900f683c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b8e03ae0030e6dbeb1a80b905d25420467c9e23582e5a78d4be3eba6085f0d9",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-28T08:09:14Z",
    "title_canon_sha256": "39d0d0b34b84b27e7b90263f4bd9b3fa49c7ef4146e22ebdeebc3847cee910ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.18144",
    "kind": "arxiv",
    "version": 1
  }
}