Pith Number

pith:LWEO7MB3

pith:2024:LWEO7MB3FCIHY4CRLYHQN62DBB

not attested not anchored not stored refs pending

Comprehensive Reassessment of Large-Scale Evaluation Outcomes in LLMs: A Multifaceted Statistical Approach

Anders S{\o}gaard, Kun Sun, Rong Wang

arxiv:2403.15250 v2 · 2024-03-22 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LWEO7MB3FCIHY4CRLYHQN62DBB}

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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

A Conceptual Framework for AI Capability Evaluations

Receipt and verification

First computed	2026-07-05T08:35:44.622877Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d88efb03b28907c70515e0f06fb4308643bb07763793c3b5b8132db5fb649a6

Aliases

arxiv: 2403.15250 · arxiv_version: 2403.15250v2 · doi: 10.48550/arxiv.2403.15250 · pith_short_12: LWEO7MB3FCIH · pith_short_16: LWEO7MB3FCIHY4CR · pith_short_8: LWEO7MB3

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/LWEO7MB3FCIHY4CRLYHQN62DBB \
  | 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: 5d88efb03b28907c70515e0f06fb4308643bb07763793c3b5b8132db5fb649a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "171277538857b152f76088ac437e8ec362a970426dd4fb7455c987a64b65622e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-22T14:47:35Z",
    "title_canon_sha256": "bdf2cf0369911d15562f5e9e8ea9d9056408a3f6a580b64ec733efae33f93db8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.15250",
    "kind": "arxiv",
    "version": 2
  }
}