Pith Number

pith:XYC5KABH

pith:2023:XYC5KABHLHFKBCN4SJ4TVBLLQ2

not attested not anchored not stored refs pending

Fairlearn: Assessing and Improving Fairness of AI Systems

Adrin Jalali, Hilde Weerts, Michael Madaio, Miroslav Dud\'ik, Richard Edgar, Roman Lutz

arxiv:2303.16626 v1 · 2023-03-29 · 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{XYC5KABHLHFKBCN4SJ4TVBLLQ2}

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	2026-07-05T05:56:08.737525Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be05d5002759caa089bc92793a856b86be1861a65dce93b77840f33e8aa058aa

Aliases

arxiv: 2303.16626 · arxiv_version: 2303.16626v1 · doi: 10.48550/arxiv.2303.16626 · pith_short_12: XYC5KABHLHFK · pith_short_16: XYC5KABHLHFKBCN4 · pith_short_8: XYC5KABH

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/XYC5KABHLHFKBCN4SJ4TVBLLQ2 \
  | 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: be05d5002759caa089bc92793a856b86be1861a65dce93b77840f33e8aa058aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78dcfd22e592f9bcb03cd6c4daf0f59919519e05c0e566608257c83435433439",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-29T12:28:49Z",
    "title_canon_sha256": "4cc8ca272050cf6008d43c33bb9550dabb370420b64d99d64f4b65c1210609d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.16626",
    "kind": "arxiv",
    "version": 1
  }
}