Pith Number

pith:HAJDZR2C

pith:2023:HAJDZR2CYIICGUP7DZKVZGPVKK

not attested not anchored not stored refs pending

Uncertainty-based Fairness Measures

Hatice Gunes, Jiaee Cheong, Selim Kuzucu, Sinan Kalkan

arxiv:2312.11299 v2 · 2023-12-18 · cs.LG · cs.CY · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HAJDZR2CYIICGUP7DZKVZGPVKK}

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

Is Your Model Fairly Certain? Uncertainty-Aware Fairness Evaluation for LLMs

Receipt and verification

First computed	2026-07-05T09:00:35.714862Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38123cc742c2102351ff1e555c99f552ae0f6ed80ae1c498e6f5a3e82c554b13

Aliases

arxiv: 2312.11299 · arxiv_version: 2312.11299v2 · doi: 10.48550/arxiv.2312.11299 · pith_short_12: HAJDZR2CYIIC · pith_short_16: HAJDZR2CYIICGUP7 · pith_short_8: HAJDZR2C

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/HAJDZR2CYIICGUP7DZKVZGPVKK \
  | 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: 38123cc742c2102351ff1e555c99f552ae0f6ed80ae1c498e6f5a3e82c554b13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1285f05c962e201c5e9f8b11d088d8300dbceb660859d14f5b17d565fbf3c8f1",
    "cross_cats_sorted": [
      "cs.CY",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-18T15:49:03Z",
    "title_canon_sha256": "79f5155313dd559c2ef065f3fa55ebdf9e796557ab05beaed15d4e5792cc236b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.11299",
    "kind": "arxiv",
    "version": 2
  }
}