Pith Number

pith:77JETJ4O

pith:2023:77JETJ4OYDHLH3VZJIK4OF4RPC

not attested not anchored not stored refs pending

Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification

A. Feder Cooper, Baobao Zhang, Christopher De Sa, James Grimmelmann, Jon Kleinberg, Katherine Lee, Madiha Zahrah Choksi, Siddhartha Sen, Solon Barocas

arxiv:2301.11562 v8 · 2023-01-27 · cs.LG · cs.AI · 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{77JETJ4OYDHLH3VZJIK4OF4RPC}

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

Unified Approach for Weakly Supervised Multicalibration

Trustworthy AI: Ensuring Reliability and Accountability from Models to Agents

Receipt and verification

First computed	2026-07-05T07:53:59.259135Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ffd249a78ec0ceb3eeb94a15c71791788260e9527353715eb2146b76178186fc

Aliases

arxiv: 2301.11562 · arxiv_version: 2301.11562v8 · doi: 10.48550/arxiv.2301.11562 · pith_short_12: 77JETJ4OYDHL · pith_short_16: 77JETJ4OYDHLH3VZ · pith_short_8: 77JETJ4O

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/77JETJ4OYDHLH3VZJIK4OF4RPC \
  | 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: ffd249a78ec0ceb3eeb94a15c71791788260e9527353715eb2146b76178186fc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ff5379c4a5300ea5e1d856eec007b42c8af9e1f56f726454012436313e9acc7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-27T06:52:04Z",
    "title_canon_sha256": "b0bbec0d1af6565f1e5b729559ac60108c7ee1861ae1a90b8b13d850b70d7d2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.11562",
    "kind": "arxiv",
    "version": 8
  }
}