Pith Number

pith:QVTFP54X

pith:2019:QVTFP54X4N7IJZR5UBTUFZBVU3

not attested not anchored not stored refs pending

An Algorithmic Framework for Fairness Elicitation

Aaron Roth, Christopher Jung, Logan Stapleton, Michael Kearns, Seth Neel, Zhiwei Steven Wu

arxiv:1905.10660 v2 · 2019-05-25 · cs.LG · 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{QVTFP54X4N7IJZR5UBTUFZBVU3}

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

Toward Calibrated, Fair, and accurate Deepfake Detection

Operationalizing Individual Fairness via Gradient Descent and Bradley-Terry Models

Receipt and verification

First computed	2026-07-05T01:42:51.893234Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

856657f797e37e84e63da06742e435a6fbb3042d1d712a2603f5b944d367ec5a

Aliases

arxiv: 1905.10660 · arxiv_version: 1905.10660v2 · doi: 10.48550/arxiv.1905.10660 · pith_short_12: QVTFP54X4N7I · pith_short_16: QVTFP54X4N7IJZR5 · pith_short_8: QVTFP54X

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/QVTFP54X4N7IJZR5UBTUFZBVU3 \
  | 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: 856657f797e37e84e63da06742e435a6fbb3042d1d712a2603f5b944d367ec5a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d85bfc294c892e55fa2d5ce65f212b6b5176bbf90c442e769e4394f5a9edc341",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-25T19:19:13Z",
    "title_canon_sha256": "a549f108452bc4bf1125bef48366facfdc07896bf6b27502ca822f8ad5ee038b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.10660",
    "kind": "arxiv",
    "version": 2
  }
}