Pith Number

pith:DBQZWB7H

pith:2025:DBQZWB7HSFLMUNH42UOMI4CYUV

not attested not anchored not stored refs pending

BEATS: Bias Evaluation and Assessment Test Suite for Large Language Models

Alok Abhishek, Lisa Erickson, Tushar Bandopadhyay

arxiv:2503.24310 v1 · 2025-03-31 · 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{DBQZWB7HSFLMUNH42UOMI4CYUV}

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

1 paper in Pith

Data and AI governance: Promoting equity, ethics, and fairness in large language models

Receipt and verification

First computed	2026-07-05T10:42:08.072794Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18619b07e79156ca34fcd51cc47058a5711b4d92d203df5b17296e50060b474c

Aliases

arxiv: 2503.24310 · arxiv_version: 2503.24310v1 · doi: 10.48550/arxiv.2503.24310 · pith_short_12: DBQZWB7HSFLM · pith_short_16: DBQZWB7HSFLMUNH4 · pith_short_8: DBQZWB7H

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/DBQZWB7HSFLMUNH42UOMI4CYUV \
  | 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: 18619b07e79156ca34fcd51cc47058a5711b4d92d203df5b17296e50060b474c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57fbbbbdef87795a359de94df90f3b86392cb8a858157dafcae353218da647fb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-31T16:56:52Z",
    "title_canon_sha256": "66d73d0e873875cef197add721727fcd4d7f05c04f31ae54dc719639e7830501"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.24310",
    "kind": "arxiv",
    "version": 1
  }
}