Pith Number

pith:TFSE52YP

pith:2024:TFSE52YPEZ5P27XTJULUODLTKA

not attested not anchored not stored refs pending

What is Fair? Defining Fairness in Machine Learning for Health

Benson Chou, Chuan Hong, Hilary Thurston, Jessica Gronsbell, Jianhui Gao, Paul Varghese, Zachary R. McCaw

arxiv:2406.09307 v5 · 2024-06-13 · cs.LG · cs.CY · 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{TFSE52YPEZ5P27XTJULUODLTKA}

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	2026-07-05T11:09:59.496500Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

99644eeb0f267afd7ef34d17470d73501412321d251c299a0bae75aedc0facb4

Aliases

arxiv: 2406.09307 · arxiv_version: 2406.09307v5 · doi: 10.48550/arxiv.2406.09307 · pith_short_12: TFSE52YPEZ5P · pith_short_16: TFSE52YPEZ5P27XT · pith_short_8: TFSE52YP

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/TFSE52YPEZ5P27XTJULUODLTKA \
  | 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: 99644eeb0f267afd7ef34d17470d73501412321d251c299a0bae75aedc0facb4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5a7de0a1a211d8595097440aaf3565ffdecb55451614b755eb0bc90f0521568",
    "cross_cats_sorted": [
      "cs.CY",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-13T16:41:30Z",
    "title_canon_sha256": "8b6d4749dc305f7b4580e70a71d9aabcf61b3fdb95fe5538cbdb702c2fdd6054"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.09307",
    "kind": "arxiv",
    "version": 5
  }
}