Pith Number

pith:6OW6THKG

pith:2024:6OW6THKG5VIE63IHTU46KKY6GA

not attested not anchored not stored refs pending

Beyond Metrics: Evaluating LLMs' Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios

Jacki O'Neill, Jindong Wang, Kalika Bali, Keshet Ronen, Millicent Ochieng, Sunayana Sitaram, Varun Gumma, Vishrav Chaudhary

arxiv:2406.00343 v2 · 2024-06-01 · 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{6OW6THKG5VIE63IHTU46KKY6GA}

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

Against 'softmaxing' culture

Receipt and verification

First computed	2026-07-05T08:31:16.012586Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f3ade99d46ed504f6d079d39e52b1e3031a77699e2f4c91cc3940ee37370cba5

Aliases

arxiv: 2406.00343 · arxiv_version: 2406.00343v2 · doi: 10.48550/arxiv.2406.00343 · pith_short_12: 6OW6THKG5VIE · pith_short_16: 6OW6THKG5VIE63IH · pith_short_8: 6OW6THKG

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/6OW6THKG5VIE63IHTU46KKY6GA \
  | 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: f3ade99d46ed504f6d079d39e52b1e3031a77699e2f4c91cc3940ee37370cba5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19c122f324c440c25fcb35f37d6abd4d4a6966e854b0ad49d06de69595384851",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-01T07:36:59Z",
    "title_canon_sha256": "d35d622bc47f7af514a31a50a747ad4e623b24e04ecd6f3b4512f2e9253a923e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.00343",
    "kind": "arxiv",
    "version": 2
  }
}