Pith. sign in
Pith Number

pith:UFVC37QN

pith:2025:UFVC37QN3IAKBI7JLQCJ5AQSNZ
not attested not anchored not stored refs pending

Generating the Modal Worker: A Cross-Model Audit of Race and Gender in LLM-Generated Personas Across 41 Occupations

Aadi Sudan, Arnav Dixit, David C. Anastasiu, Ilona van der Linden, Kai Lukoff, Sahana Kumar, Smruthi Danda

arxiv:2510.21011 v3 · 2025-10-23 · cs.HC · cs.AI · cs.CY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{UFVC37QN3IAKBI7JLQCJ5AQSNZ}

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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.
Receipt and verification
First computed 2026-06-03T01:05:06.829675Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a16a2dfe0dda00a0a3e95c049e82126e52ad4ca2cec79d847a26458e8d25147c

Aliases

arxiv: 2510.21011 · arxiv_version: 2510.21011v3 · doi: 10.48550/arxiv.2510.21011 · pith_short_12: UFVC37QN3IAK · pith_short_16: UFVC37QN3IAKBI7J · pith_short_8: UFVC37QN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UFVC37QN3IAKBI7JLQCJ5AQSNZ \
  | 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: a16a2dfe0dda00a0a3e95c049e82126e52ad4ca2cec79d847a26458e8d25147c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c5410aa5e496f9e2a66cd8476f7dda1c15f57afa3e9ab3d4b5ccab10164d1941",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-10-23T21:43:08Z",
    "title_canon_sha256": "ac9f850a73201934e6ae771dd3138d4e9ae91af0f4d4cda5b08721c993fad4c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.21011",
    "kind": "arxiv",
    "version": 3
  }
}