Pith Number

pith:WOZHA7PI

pith:2023:WOZHA7PI74VCQMC2M3Y3PME6YN

not attested not anchored not stored refs pending

Globalizing Fairness Attributes in Machine Learning: A Case Study on Health in Africa

Abigail Oppong, Awa Dieng, Katherine Heller, Maria Nagawa, Mercy Nyamewaa Asiedu, Sanmi Koyejo

arxiv:2304.02190 v1 · 2023-04-05 · cs.LG · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WOZHA7PI74VCQMC2M3Y3PME6YN}

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	2026-07-05T09:30:55.508455Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b3b2707de8ff2a28305a66f1b7b09ec34da4b3f91b7f092badb945870c10c84a

Aliases

arxiv: 2304.02190 · arxiv_version: 2304.02190v1 · doi: 10.48550/arxiv.2304.02190 · pith_short_12: WOZHA7PI74VC · pith_short_16: WOZHA7PI74VCQMC2 · pith_short_8: WOZHA7PI

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/WOZHA7PI74VCQMC2M3Y3PME6YN \
  | 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: b3b2707de8ff2a28305a66f1b7b09ec34da4b3f91b7f092badb945870c10c84a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29906b02a3d3bca3af03a0fe240dc91e0d45ba6567bdca75d03b2270bae986d0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-05T02:10:53Z",
    "title_canon_sha256": "fd77bd37163942dbcf363ad7507dd1f427f8657971a56ad973e2da3d113e2ac8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.02190",
    "kind": "arxiv",
    "version": 1
  }
}