Pith Number

pith:FNYBKE3K

pith:2020:FNYBKE3K2CBPWMIOLAONV4V4N5

not attested not anchored not stored refs pending

Abstracting Fairness: Oracles, Metrics, and Interpretability

Christina Ilvento, Cynthia Dwork, Guy N. Rothblum, Pragya Sur

arxiv:2004.01840 v1 · 2020-04-04 · cs.LG · 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{FNYBKE3K2CBPWMIOLAONV4V4N5}

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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T00:52:38.907617Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b7015136ad082fb310e581cdaf2bc6f624fe3fad77eaebb15a070dcff449915

Aliases

arxiv: 2004.01840 · arxiv_version: 2004.01840v1 · doi: 10.48550/arxiv.2004.01840 · pith_short_12: FNYBKE3K2CBP · pith_short_16: FNYBKE3K2CBPWMIO · pith_short_8: FNYBKE3K

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/FNYBKE3K2CBPWMIOLAONV4V4N5 \
  | 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: 2b7015136ad082fb310e581cdaf2bc6f624fe3fad77eaebb15a070dcff449915

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "285659fb16b8bb5359cb598ddf5c51373ea3f8acaf64398e8f9106d8bccc12cc",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-04-04T03:14:53Z",
    "title_canon_sha256": "aa941749def28b995c9f0b715a44f184e238e8010632241d45bf0f8bcde26d7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.01840",
    "kind": "arxiv",
    "version": 1
  }
}