Pith Number

pith:Y6ILGKDY

pith:2023:Y6ILGKDYYDFVFAQ74WMEDYNSK6

not attested not anchored not stored refs pending

FairMonitor: A Four-Stage Automatic Framework for Detecting Stereotypes and Biases in Large Language Models

Jiabao Zhao, Jinxin Shi, Liang He, Tingjiang Wei, Xingjiao Wu, Yanhong Bai

arxiv:2308.10397 v2 · 2023-08-21 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{Y6ILGKDYYDFVFAQ74WMEDYNSK6}

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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

Social Bias in LLM-Generated Code: Benchmark and Mitigation

Receipt and verification

First computed	2026-07-05T07:05:47.111865Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c790b32878c0cb52821fe59841e1b25799ecdcaa97cbc2745d98b27e4658ccf6

Aliases

arxiv: 2308.10397 · arxiv_version: 2308.10397v2 · doi: 10.48550/arxiv.2308.10397 · pith_short_12: Y6ILGKDYYDFV · pith_short_16: Y6ILGKDYYDFVFAQ7 · pith_short_8: Y6ILGKDY

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/Y6ILGKDYYDFVFAQ74WMEDYNSK6 \
  | 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: c790b32878c0cb52821fe59841e1b25799ecdcaa97cbc2745d98b27e4658ccf6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7391399de0e4cdc881eb8ac1a3c669eff776ca2bf612570a069ef864a8ca29a0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-08-21T00:25:17Z",
    "title_canon_sha256": "d222aa08955032955add29630d5350a3f401a495191c36ed4063008ee55fa247"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.10397",
    "kind": "arxiv",
    "version": 2
  }
}