Pith Number

pith:DZAI4E2B

pith:2024:DZAI4E2B773CQWHSAVRY4ORDLG

not attested not anchored not stored refs pending

Evaluation of Bias Towards Medical Professionals in Large Language Models

Jian Li, Li Wang, MingKe You, Weizhi Liu, Xi Chen, Yang Xu

arxiv:2407.12031 v1 · 2024-06-30 · cs.CY · cs.AI

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\usepackage{pith}
\pithnumber{DZAI4E2B773CQWHSAVRY4ORDLG}

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Record completeness

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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

1 paper in Pith

Measuring Stereotype and Deviation Biases in Large Language Models

Receipt and verification

First computed	2026-07-05T08:44:59.102231Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e408e1341fff62858f205638e3a235982def6a35053e640ad1bea597d7c6ef7

Aliases

arxiv: 2407.12031 · arxiv_version: 2407.12031v1 · doi: 10.48550/arxiv.2407.12031 · pith_short_12: DZAI4E2B773C · pith_short_16: DZAI4E2B773CQWHS · pith_short_8: DZAI4E2B

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/DZAI4E2B773CQWHSAVRY4ORDLG \
  | 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: 1e408e1341fff62858f205638e3a235982def6a35053e640ad1bea597d7c6ef7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3da3d855f6f713221be2bb632957cba81ab7563428881860193f168e2cfa69ea",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2024-06-30T05:55:55Z",
    "title_canon_sha256": "a33ce42db381307ffffb6d40d75fbe753161c789df61eb8af902fb162c5f9df1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.12031",
    "kind": "arxiv",
    "version": 1
  }
}