Pith Number

pith:UOX4YT73

pith:2025:UOX4YT737WTZWNW574KIAISSWG

not attested not anchored not stored refs pending

GRACE: A Granular Benchmark for Evaluating Model Calibration against Human Calibration

Eve Fleisig, Ishan Upadhyay, Jordan Lee Boyd-Graber, Yoo Yeon Sung, Yu Hou

arxiv:2502.19684 v1 · 2025-02-27 · 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{UOX4YT737WTZWNW574KIAISSWG}

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

From Calibration to Collaboration: LLM Uncertainty Quantification Should Be More Human-Centered

Receipt and verification

First computed	2026-07-05T10:20:50.981026Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a3afcc4ffbfda79b36ddff14802252b19c7167a9b5cf8cd0b4b8aae6793081fe

Aliases

arxiv: 2502.19684 · arxiv_version: 2502.19684v1 · doi: 10.48550/arxiv.2502.19684 · pith_short_12: UOX4YT737WTZ · pith_short_16: UOX4YT737WTZWNW5 · pith_short_8: UOX4YT73

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/UOX4YT737WTZWNW574KIAISSWG \
  | 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: a3afcc4ffbfda79b36ddff14802252b19c7167a9b5cf8cd0b4b8aae6793081fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "219edb74e0f0367b2251cefe93980a891a9f4121fc08b066db0a4b7d8a9e7b6a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-27T01:51:45Z",
    "title_canon_sha256": "b4b04a00f193ec5242173e358ce8c82b473316a0eb9b57fbe2994d23b071870a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.19684",
    "kind": "arxiv",
    "version": 1
  }
}