Pith Number

pith:S7V5BVK7

pith:2023:S7V5BVK7NGC3W3DRR262RWRKDY

not attested not anchored not stored refs pending

Arbitrariness Lies Beyond the Fairness-Accuracy Frontier

Carol Xuan Long, Flavio P. Calmon, Hsiang Hsu, Wael Alghamdi

arxiv:2306.09425 v1 · 2023-06-15 · cs.LG · cs.CY · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S7V5BVK7NGC3W3DRR262RWRKDY}

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.

Cited by

2 papers in Pith

Welfare as a Guiding Principle for Machine Learning -- From Compass, to Lens, to Roadmap

Rashomon Sets and Model Multiplicity in Federated Learning

Receipt and verification

First computed	2026-07-05T06:21:19.923414Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

97ebd0d55f6985bb6c718ebda8da2a1e38100868b7c9a1ced21023ce43f3b0b8

Aliases

arxiv: 2306.09425 · arxiv_version: 2306.09425v1 · doi: 10.48550/arxiv.2306.09425 · pith_short_12: S7V5BVK7NGC3 · pith_short_16: S7V5BVK7NGC3W3DR · pith_short_8: S7V5BVK7

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/S7V5BVK7NGC3W3DRR262RWRKDY \
  | 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: 97ebd0d55f6985bb6c718ebda8da2a1e38100868b7c9a1ced21023ce43f3b0b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "374a88af38b9797779e1f4bfcc688a330147e4bb63a1037b4c47780c305b2f83",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.IT",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-15T18:15:46Z",
    "title_canon_sha256": "bc1201a6d082b0c4bb321b52b00e059c7023b4b28cb063d050ca90a50e24c279"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.09425",
    "kind": "arxiv",
    "version": 1
  }
}