Pith Number

pith:RTUC5ZQE

pith:2024:RTUC5ZQELAHZTFQAN6REKQCXW6

not attested not anchored not stored refs pending

Auditing and Enforcing Conditional Fairness via Optimal Transport

Alan Mishler, Luhao Zhang, Manuela Veloso, Mohsen Ghassemi, Niccolo Dalmasso, Tucker Balch, Vamsi K. Potluru

arxiv:2410.14029 v1 · 2024-10-17 · 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{RTUC5ZQELAHZTFQAN6REKQCXW6}

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	2026-07-05T09:22:26.160684Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ce82ee604580f9996006fa2454057b7b85a094dbc282fcbe849db935c214d0b

Aliases

arxiv: 2410.14029 · arxiv_version: 2410.14029v1 · doi: 10.48550/arxiv.2410.14029 · pith_short_12: RTUC5ZQELAHZ · pith_short_16: RTUC5ZQELAHZTFQA · pith_short_8: RTUC5ZQE

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/RTUC5ZQELAHZTFQAN6REKQCXW6 \
  | 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: 8ce82ee604580f9996006fa2454057b7b85a094dbc282fcbe849db935c214d0b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "087c282daa0d1988ab4465f0713e51a17453e8984dc3f884d767363dcecd404f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-17T21:08:13Z",
    "title_canon_sha256": "d567c511e81a4bc747e0c287593676d4d5849c40f3dc51b5b7f4273361a9a45a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14029",
    "kind": "arxiv",
    "version": 1
  }
}