Pith Number

pith:LK2FMP73

pith:2024:LK2FMP73IGWNYNS32FPYHKBVCR

not attested not anchored not stored refs pending

Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks

Charlotte Siska, James Bono, Katerina Marazopoulou, Melissa Ailem

arxiv:2404.16966 v2 · 2024-04-25 · 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{LK2FMP73IGWNYNS32FPYHKBVCR}

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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

1 paper in Pith

When Efficiency Backfires: Cascading LLMs Trigger Cascade Failure under Adversarial Attack

Receipt and verification

First computed	2026-07-05T08:28:09.487943Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ab4563ffb41acdc365bd15f83a835145239e62fe79a715921fdde2b44f13c15

Aliases

arxiv: 2404.16966 · arxiv_version: 2404.16966v2 · doi: 10.48550/arxiv.2404.16966 · pith_short_12: LK2FMP73IGWN · pith_short_16: LK2FMP73IGWNYNS3 · pith_short_8: LK2FMP73

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/LK2FMP73IGWNYNS32FPYHKBVCR \
  | 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: 5ab4563ffb41acdc365bd15f83a835145239e62fe79a715921fdde2b44f13c15

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2592a67e1d2845f71f66277b95d9dd9a22d331c95eb2dc6821bf5e9701fe1604",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-25T18:35:54Z",
    "title_canon_sha256": "b37d0bce3a0f8b6ee224a38cf6f46297cc2967fc0e2e045a01ab90e9f0880b90"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.16966",
    "kind": "arxiv",
    "version": 2
  }
}