Pith Number

pith:2YZVGOPX

pith:2024:2YZVGOPXUXPDVLBSOPHTUNV7V6

not attested not anchored not stored refs pending

MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data Uncertainty

Haneul Yoo, Hwaran Lee, Yongjin Yang

arxiv:2408.06816 v2 · 2024-08-13 · cs.AI · 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{2YZVGOPXUXPDVLBSOPHTUNV7V6}

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

1 paper in Pith

Task-Aware Calibration: Provably Optimal Decoding in LLMs

Receipt and verification

First computed	2026-07-05T10:41:48.014094Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6335339f7a5de3aac3273cf3a36bfafb5d43cd68c3b1964086b56414d3ad7db

Aliases

arxiv: 2408.06816 · arxiv_version: 2408.06816v2 · doi: 10.48550/arxiv.2408.06816 · pith_short_12: 2YZVGOPXUXPD · pith_short_16: 2YZVGOPXUXPDVLBS · pith_short_8: 2YZVGOPX

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/2YZVGOPXUXPDVLBSOPHTUNV7V6 \
  | 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: d6335339f7a5de3aac3273cf3a36bfafb5d43cd68c3b1964086b56414d3ad7db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6082da082eed3e389822956f80607b301def45dccd76a8acfbb82cc13546bec",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-08-13T11:17:31Z",
    "title_canon_sha256": "4949d32e1a4172feba5a085dd6f5ad5b670f6f0de33877dfd9fd9ddf018405af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.06816",
    "kind": "arxiv",
    "version": 2
  }
}