Pith Number

pith:QQ3PWKE7

pith:2025:QQ3PWKE7WID3WWFPWLBXS3TBS2

not attested not anchored not stored refs pending

Using Contextually Aligned Online Reviews to Measure LLMs' Performance Disparities Across Language Varieties

Chieh-Yang Huang, Hen-Hsen Huang, Ho Yin Sam Ng, Ting-Hao 'Kenneth' Huang, Tsung-Che Li, Zixin Tang

arxiv:2502.07058 v3 · 2025-02-10 · cs.CL · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QQ3PWKE7WID3WWFPWLBXS3TBS2}

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	2026-07-05T10:35:46.217852Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8436fb289fb207bb58afb2c3796e6196b50b9c3180d211e421970fa33cbab42e

Aliases

arxiv: 2502.07058 · arxiv_version: 2502.07058v3 · doi: 10.48550/arxiv.2502.07058 · pith_short_12: QQ3PWKE7WID3 · pith_short_16: QQ3PWKE7WID3WWFP · pith_short_8: QQ3PWKE7

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/QQ3PWKE7WID3WWFPWLBXS3TBS2 \
  | 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: 8436fb289fb207bb58afb2c3796e6196b50b9c3180d211e421970fa33cbab42e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d266ed6772d5176594e5dacf74a6721e1169b6428a7efd139533c213ff36a18d",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-10T21:49:35Z",
    "title_canon_sha256": "7904dc13fe89e7bd343669caa9581cd3099b6defdc1eba2fb4030668e3e3c14c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07058",
    "kind": "arxiv",
    "version": 3
  }
}