Pith Number

pith:XDF4ZGSP

pith:2024:XDF4ZGSPFSJS3OOJQIMTO4ONJC

not attested not anchored not stored refs pending

In Silico Sociology: Forecasting COVID-19 Polarization with Large Language Models

Austin C. Kozlowski, Hyunku Kwon, James A. Evans

arxiv:2407.11190 v1 · 2024-05-23 · cs.CY · cs.AI · 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{XDF4ZGSPFSJS3OOJQIMTO4ONJC}

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

2 papers in Pith

Free-form Association Tasks Reveal Stereotype Hallucination in Large Language Models

Not-quite-human tastes: the stylized omnivorousness of LLM survey surrogates

Receipt and verification

First computed	2026-07-05T08:44:20.270389Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8cbcc9a4f2c932db9c982193771cd48b33acab435c396a562e0283aa01fc20d

Aliases

arxiv: 2407.11190 · arxiv_version: 2407.11190v1 · doi: 10.48550/arxiv.2407.11190 · pith_short_12: XDF4ZGSPFSJS · pith_short_16: XDF4ZGSPFSJS3OOJ · pith_short_8: XDF4ZGSP

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/XDF4ZGSPFSJS3OOJQIMTO4ONJC \
  | 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: b8cbcc9a4f2c932db9c982193771cd48b33acab435c396a562e0283aa01fc20d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "739b7844a6e750b5027697c396ed3a42ea3e3722d3a8b472a8f1881ba77bd6f9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2024-05-23T22:10:12Z",
    "title_canon_sha256": "9ae1a4dc8f4721c286fb3e43d216423b9a26e9fbb75f42f601682438c5fb8a13"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.11190",
    "kind": "arxiv",
    "version": 1
  }
}