Pith Number

pith:P7EHHZFK

pith:2018:P7EHHZFK4L2W5GBWBHLX4DIKJD

not attested not anchored not stored refs pending

Aequitas: A Bias and Fairness Audit Toolkit

Abby Stevens, Ari Anisfeld, Benedict Kuester, Jesse London, Kit T. Rodolfa, Loren Hinkson, Pedro Saleiro, Rayid Ghani

arxiv:1811.05577 v2 · 2018-11-14 · 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{P7EHHZFK4L2W5GBWBHLX4DIKJD}

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

6 papers in Pith

Software Fairness: An Analysis and Survey

Concolic Testing on Individual Fairness of Neural Network Models

Do Fair Models Reason Fairly? Counterfactual Explanation Consistency for Procedural Fairness in Credit Decisions

MIFair: A Mutual-Information Framework for Intersectionality and Multiclass Fairness

Fairness of Explanations in Artificial Intelligence (AI): A Unifying Framework, Axioms, and Future Direction toward Responsible AI

Receipt and verification

First computed	2026-05-17T23:47:35.990896Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7fc873e4aae2f56e983609d77e0d0a48d912274f5c85f8b3cfeb364c54e75995

Aliases

arxiv: 1811.05577 · arxiv_version: 1811.05577v2 · doi: 10.48550/arxiv.1811.05577 · pith_short_12: P7EHHZFK4L2W · pith_short_16: P7EHHZFK4L2W5GBW · pith_short_8: P7EHHZFK

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/P7EHHZFK4L2W5GBWBHLX4DIKJD \
  | 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: 7fc873e4aae2f56e983609d77e0d0a48d912274f5c85f8b3cfeb364c54e75995

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6fe0b83676b246c7cf284409efe2d6a95412ec91f6a4fa23a7880f650b4e042",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-14T00:34:01Z",
    "title_canon_sha256": "978529e264d9a4310f9bbe791ca2c3ff5260e3beb1f6f52ddf56c05c98bddfcb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.05577",
    "kind": "arxiv",
    "version": 2
  }
}