Pith Number

pith:F2K7O5VV

pith:2023:F2K7O5VVYMHB23W6XUM5UY2VQJ

not attested not anchored not stored refs pending

"Im not Racist but...": Discovering Bias in the Internal Knowledge of Large Language Models

Abel Salinas, Fred Morstatter, Louis Penafiel, Robert McCormack

arxiv:2310.08780 v1 · 2023-10-13 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F2K7O5VVYMHB23W6XUM5UY2VQJ}

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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

3 papers in Pith

Generative AI Carries Non-Democratic Biases and Stereotypes: Representation of Women, Black Individuals, Age Groups, and People with Disability in AI-Generated Images across Occupations

Fairness Testing of Large Language Models in Role-Playing

Bias in Large Language Models: Origin, Evaluation, and Mitigation

Receipt and verification

First computed	2026-07-05T07:00:34.780080Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e95f776b5c30e1d6edebd19da63558251a1e593e907b9aff8f6f6181f887764

Aliases

arxiv: 2310.08780 · arxiv_version: 2310.08780v1 · doi: 10.48550/arxiv.2310.08780 · pith_short_12: F2K7O5VVYMHB · pith_short_16: F2K7O5VVYMHB23W6 · pith_short_8: F2K7O5VV

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/F2K7O5VVYMHB23W6XUM5UY2VQJ \
  | 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: 2e95f776b5c30e1d6edebd19da63558251a1e593e907b9aff8f6f6181f887764

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "389820ddf3b33b33df64f93cfbd6bb9da4d9e0f37e6b1e3beed78349ef7f44e1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-13T00:03:37Z",
    "title_canon_sha256": "2c81d5f2b48e9220c7a966e62adfdc5e7af88973c2cc11b5727a4a2046e6ba5d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.08780",
    "kind": "arxiv",
    "version": 1
  }
}