Pith Number

pith:VKY5KOGM

pith:2024:VKY5KOGMH5V4XOHLVFSWM3NMGN

not attested not anchored not stored refs pending

FairX: A comprehensive benchmarking tool for model analysis using fairness, utility, and explainability

Daniel de Leng, Fredrik Heintz, Md Fahim Sikder, Resmi Ramachandranpillai

arxiv:2406.14281 v4 · 2024-06-20 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VKY5KOGMH5V4XOHLVFSWM3NMGN}

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	2026-07-05T09:02:21.607377Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aab1d538cc3f6bcbb8eba965666dac337014904cb51b66828675e62de8e020a1

Aliases

arxiv: 2406.14281 · arxiv_version: 2406.14281v4 · doi: 10.48550/arxiv.2406.14281 · pith_short_12: VKY5KOGMH5V4 · pith_short_16: VKY5KOGMH5V4XOHL · pith_short_8: VKY5KOGM

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/VKY5KOGMH5V4XOHLVFSWM3NMGN \
  | 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: aab1d538cc3f6bcbb8eba965666dac337014904cb51b66828675e62de8e020a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef5368ee207172587d6fa4135acda409b1d30b40c0ae04a7432a5ac42d04df70",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-20T13:07:06Z",
    "title_canon_sha256": "01056fd4253f27c1cbf4b0e0e87f61230828314346c273c95609c4e51dbc793d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.14281",
    "kind": "arxiv",
    "version": 4
  }
}