Pith Number

pith:UTBRZNX2

pith:2025:UTBRZNX232FRPRLGW2HDZYBWXB

not attested not anchored not stored refs pending

FairFLRep: Fairness aware fault localization and repair of Deep Neural Networks

Foutse Khomh, Fuyuki Ishikawa, Moses Openja, Paolo Arcaini

arxiv:2508.08151 v1 · 2025-08-11 · cs.LG · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UTBRZNX232FRPRLGW2HDZYBWXB}

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.

Receipt and verification

First computed	2026-07-05T11:52:09.069037Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4c31cb6fade8b17c566b68e3ce036b862394675072309eb8f7bede2d8c5fb58

Aliases

arxiv: 2508.08151 · arxiv_version: 2508.08151v1 · doi: 10.48550/arxiv.2508.08151 · pith_short_12: UTBRZNX232FR · pith_short_16: UTBRZNX232FRPRLG · pith_short_8: UTBRZNX2

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/UTBRZNX232FRPRLGW2HDZYBWXB \
  | 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: a4c31cb6fade8b17c566b68e3ce036b862394675072309eb8f7bede2d8c5fb58

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05f1b810f8784246e2d5fb6e972c016f50b4bd3cc1a3348fe38cb1fc03fb217b",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-11T16:28:42Z",
    "title_canon_sha256": "6db56f615aa00c29ff01c9ce45e30ffb705380b40be48192cbd37bcfe10ee0a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08151",
    "kind": "arxiv",
    "version": 1
  }
}