Pith Number

pith:3V2SIALT

pith:2024:3V2SIALTAX55C7FZ6XAMRO7IDG

not attested not anchored not stored refs pending

Inadequacies of Large Language Model Benchmarks in the Era of Generative Artificial Intelligence

Malka N. Halgamuge, Nalin Arachchilage, Paul Watters, Teo Susnjak, Timothy R. McIntosh, Tong Liu

arxiv:2402.09880 v2 · 2024-02-15 · cs.AI · cs.CL · cs.CY · 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{3V2SIALTAX55C7FZ6XAMRO7IDG}

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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

3 papers in Pith

Benchmark Data Contamination of Large Language Models: A Survey

DecompSR: A dataset for decomposed analyses of compositional multihop spatial reasoning

Humanity's Last Exam

Receipt and verification

First computed	2026-07-05T11:02:38.112961Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dd7524017305fbd17cb9f5c0c8bbe819bc7c47c39912b847ef85486dbdf68d7a

Aliases

arxiv: 2402.09880 · arxiv_version: 2402.09880v2 · doi: 10.48550/arxiv.2402.09880 · pith_short_12: 3V2SIALTAX55 · pith_short_16: 3V2SIALTAX55C7FZ · pith_short_8: 3V2SIALT

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/3V2SIALTAX55C7FZ6XAMRO7IDG \
  | 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: dd7524017305fbd17cb9f5c0c8bbe819bc7c47c39912b847ef85486dbdf68d7a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0dd8476eb1f3be85ece828e64ac4c876be24d48939ea53472a5564494a35d1c0",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CY",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-15T11:08:10Z",
    "title_canon_sha256": "b1ca92b726ec0dcde7f7934ce2a7fdecc3a983bb3bb54ff21427c67bfa274c24"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09880",
    "kind": "arxiv",
    "version": 2
  }
}