Pith Number

pith:KVEJ77XW

pith:2024:KVEJ77XWX3OK736IFD4F3PAXDR

not attested not anchored not stored refs pending

Benchmarking LLMs via Uncertainty Quantification

Derek F. Wong, Emine Yilmaz, Fanghua Ye, Jianhui Pang, Longyue Wang, Mingming Yang, Shuming Shi, Zhaopeng Tu

arxiv:2401.12794 v3 · 2024-01-23 · 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{KVEJ77XWX3OK736IFD4F3PAXDR}

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

2 papers in Pith

Functional-level Uncertainty Quantification for Calibrated Fine-tuning on LLMs

Multiple Choice Questions: Reasoning Makes Large Language Models (LLMs) More Self-Confident, Especially When They are Wrong

Receipt and verification

First computed	2026-07-05T09:29:13.728193Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55489ffef6bedcafefc828f85dbc171c5124273fda923e097aa09df2df2e4423

Aliases

arxiv: 2401.12794 · arxiv_version: 2401.12794v3 · doi: 10.48550/arxiv.2401.12794 · pith_short_12: KVEJ77XWX3OK · pith_short_16: KVEJ77XWX3OK736I · pith_short_8: KVEJ77XW

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/KVEJ77XWX3OK736IFD4F3PAXDR \
  | 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: 55489ffef6bedcafefc828f85dbc171c5124273fda923e097aa09df2df2e4423

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a37929bb11a3397da1245a1b2a38d5d8808cea820b1bb31ebcb30e64498f9e7b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-23T14:29:17Z",
    "title_canon_sha256": "44b96fa7ce0bdf51123806868b7423b8c716abf4806a2ea084474fd43843777a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12794",
    "kind": "arxiv",
    "version": 3
  }
}