Pith Number

pith:UZ4CD7WY

pith:2025:UZ4CD7WYJ72MBI57VJ46JCISAI

not attested not anchored not stored refs pending

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models

Emily Ruth Diana, Jiawei Zhou, Zhengyang Shan

arxiv:2506.15568 v1 · 2025-06-18 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UZ4CD7WYJ72MBI57VJ46JCISAI}

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.

Receipt and verification

First computed	2026-07-05T11:23:46.275531Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a67821fed84ff4c0a3bfaa79e48912023811d1274f7e2beb501019f8d0480ca4

Aliases

arxiv: 2506.15568 · arxiv_version: 2506.15568v1 · doi: 10.48550/arxiv.2506.15568 · pith_short_12: UZ4CD7WYJ72M · pith_short_16: UZ4CD7WYJ72MBI57 · pith_short_8: UZ4CD7WY

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/UZ4CD7WYJ72MBI57VJ46JCISAI \
  | 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: a67821fed84ff4c0a3bfaa79e48912023811d1274f7e2beb501019f8d0480ca4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6167189c44bb33168553c3b8da0a8fd6b6656e0a479ca67cddb4fc3131a9d3a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-18T15:43:16Z",
    "title_canon_sha256": "5682209bb9c42e4e3014e171acf2bf93d45975b94d81271dc1e6f68c2bfd6f58"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.15568",
    "kind": "arxiv",
    "version": 1
  }
}