Pith Number

pith:KJTE3IQA

pith:2021:KJTE3IQAIYZBE27I2QOVDVMPV6

not attested not anchored not stored refs pending

Your fairness may vary: Pretrained language model fairness in toxic text classification

Dennis Wei, Ioana Baldini, Karthikeyan Natesan Ramamurthy, Mikhail Yurochkin, Moninder Singh

arxiv:2108.01250 v3 · 2021-08-03 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KJTE3IQAIYZBE27I2QOVDVMPV6}

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.

Receipt and verification

First computed	2026-07-05T04:14:38.296978Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52664da2004632126be8d41d51d58faf8bbbee588e08621aba52fadf60f70b03

Aliases

arxiv: 2108.01250 · arxiv_version: 2108.01250v3 · doi: 10.48550/arxiv.2108.01250 · pith_short_12: KJTE3IQAIYZB · pith_short_16: KJTE3IQAIYZBE27I · pith_short_8: KJTE3IQA

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/KJTE3IQAIYZBE27I2QOVDVMPV6 \
  | 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: 52664da2004632126be8d41d51d58faf8bbbee588e08621aba52fadf60f70b03

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3efcc34560c335a83892b7c850af134042ae7079a66ae60dc8072257ae21fae4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-08-03T02:16:12Z",
    "title_canon_sha256": "133afd3761f81b6cde8e549afea99b7c0455931787b71332e469a4cfcc9d58f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.01250",
    "kind": "arxiv",
    "version": 3
  }
}