Pith Number

pith:T5NOLGYK

pith:2019:T5NOLGYK244LHOP4OQBBAVMGWI

not attested not anchored not stored refs pending

Equalizing Recourse across Groups

Chitradeep Dutta Roy, Pegah Nokhiz, Suresh Venkatasubramanian, Vivek Gupta

arxiv:1909.03166 v1 · 2019-09-07 · 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{T5NOLGYK244LHOP4OQBBAVMGWI}

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

3 papers in Pith

Learning-Augmented Robust Algorithmic Recourse

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

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

Receipt and verification

First computed	2026-07-05T00:03:03.154482Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f5ae59b0ad738b3b9fc7402105586b2346efb706fab119c58f847704dcbc764

Aliases

arxiv: 1909.03166 · arxiv_version: 1909.03166v1 · doi: 10.48550/arxiv.1909.03166 · pith_short_12: T5NOLGYK244L · pith_short_16: T5NOLGYK244LHOP4 · pith_short_8: T5NOLGYK

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/T5NOLGYK244LHOP4OQBBAVMGWI \
  | 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: 9f5ae59b0ad738b3b9fc7402105586b2346efb706fab119c58f847704dcbc764

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b73f115ab3b2cf15fd3c5ba41014f21ba6d3a26bf88ee91894448626e843146c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-07T01:50:06Z",
    "title_canon_sha256": "ab190f1b25a9a72884d02e53cf9e9e2083c4ff97daa18258789e4330051d8c80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.03166",
    "kind": "arxiv",
    "version": 1
  }
}