Pith. sign in
Pith Number

pith:2NACDJOF

pith:2023:2NACDJOFBLLG3GXWPX2NI75QZJ
not attested not anchored not stored refs pending

Consensus and Subjectivity of Skin Tone Annotation for ML Fairness

Auriel Wright, Candice Schumann, Courtney Heldreth, Ellis Monk Jr., Gbolahan O. Olanubi, Susanna Ricco

arxiv:2305.09073 v3 · 2023-05-16 · cs.CV · cs.CY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2NACDJOFBLLG3GXWPX2NI75QZJ}

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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 2026-07-05T07:29:38.559881Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d34021a5c50ad66d9af67df4d47fb0ca557c49d6721e4e16663194b576dc9eb7

Aliases

arxiv: 2305.09073 · arxiv_version: 2305.09073v3 · doi: 10.48550/arxiv.2305.09073 · pith_short_12: 2NACDJOFBLLG · pith_short_16: 2NACDJOFBLLG3GXW · pith_short_8: 2NACDJOF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2NACDJOFBLLG3GXWPX2NI75QZJ \
  | 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: d34021a5c50ad66d9af67df4d47fb0ca557c49d6721e4e16663194b576dc9eb7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "020c3753aa6a91b02f12a4b5b302fa2bf2ee6df7182b1a91b0ea0b7d41a7d8e4",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-05-16T00:03:09Z",
    "title_canon_sha256": "3601e1f7d4906588e1eb9581a137db31f656b779c44eafd5d7026656c55d3df7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.09073",
    "kind": "arxiv",
    "version": 3
  }
}