Pith Number

pith:AVZE3KDE

pith:2024:AVZE3KDESSTPKVF6BDCQV2Z65R

not attested not anchored not stored refs pending

Counterfactual Fairness by Combining Factual and Counterfactual Predictions

David I. Inouye, Jing Gao, Murat Kocaoglu, Ruqi Bai, Tianci Liu, Zeyu Zhou

arxiv:2409.01977 v3 · 2024-09-03 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AVZE3KDESSTPKVF6BDCQV2Z65R}

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

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration

Receipt and verification

First computed	2026-07-05T10:03:45.460754Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05724da86494a6f554be08c50aeb3eec69ed7291a5d7cce29bc9996df60881fb

Aliases

arxiv: 2409.01977 · arxiv_version: 2409.01977v3 · doi: 10.48550/arxiv.2409.01977 · pith_short_12: AVZE3KDESSTP · pith_short_16: AVZE3KDESSTPKVF6 · pith_short_8: AVZE3KDE

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/AVZE3KDESSTPKVF6BDCQV2Z65R \
  | 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: 05724da86494a6f554be08c50aeb3eec69ed7291a5d7cce29bc9996df60881fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "901e9ca74f632bfd3f79661010371046bd0d86c424fccdf17d253c6b20203649",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-03T15:21:10Z",
    "title_canon_sha256": "8002961d1a9f82fc3760c12588b941c10b0caf3e107f32bb1401cb1c989aca4c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.01977",
    "kind": "arxiv",
    "version": 3
  }
}