Pith Number

pith:KKSNWKSO

pith:2025:KKSNWKSO6VPSK4SVVDKVMATOYZ

not attested not anchored not stored refs pending

An Empirical Analysis of Uncertainty in Large Language Model Evaluations

Linyi Yang, Qingqiu Li, Qiujie Xie, Yuejie Zhang, Yue Zhang, Zhuohao Yu

arxiv:2502.10709 v2 · 2025-02-15 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KKSNWKSO6VPSK4SVVDKVMATOYZ}

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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

NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation

Receipt and verification

First computed	2026-07-05T10:22:13.502164Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52a4db2a4ef55f257255a8d556026ec6668b3fd790cadced44c2f5d0a72786ee

Aliases

arxiv: 2502.10709 · arxiv_version: 2502.10709v2 · doi: 10.48550/arxiv.2502.10709 · pith_short_12: KKSNWKSO6VPS · pith_short_16: KKSNWKSO6VPSK4SV · pith_short_8: KKSNWKSO

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/KKSNWKSO6VPSK4SVVDKVMATOYZ \
  | 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: 52a4db2a4ef55f257255a8d556026ec6668b3fd790cadced44c2f5d0a72786ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07826b351a5d0f1a162f86c1314f4fe3d687c384ebd3cef0510f53338a1f3971",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-15T07:45:20Z",
    "title_canon_sha256": "411008f1c72b7d4e7a898177cd2346bd384d311224753e001d67c90203c1a480"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.10709",
    "kind": "arxiv",
    "version": 2
  }
}