Pith Number

pith:LJRWQJ6A

pith:2024:LJRWQJ6ARWBRT7F5K2AGNDC452

not attested not anchored not stored refs pending

Evaluating Model Bias Requires Characterizing its Mistakes

David Warde-Farley, Isabela Albuquerque, Jessica Schrouff, Olivia Wiles, Sven Gowal, Taylan Cemgil

arxiv:2407.10633 v1 · 2024-07-15 · 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{LJRWQJ6ARWBRT7F5K2AGNDC452}

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	2026-07-05T08:44:02.297698Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a636827c08d8319fcbd5680668c5ceebb1f383430786bc8e3f0afdaa6dec934

Aliases

arxiv: 2407.10633 · arxiv_version: 2407.10633v1 · doi: 10.48550/arxiv.2407.10633 · pith_short_12: LJRWQJ6ARWBR · pith_short_16: LJRWQJ6ARWBRT7F5 · pith_short_8: LJRWQJ6A

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/LJRWQJ6ARWBRT7F5K2AGNDC452 \
  | 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: 5a636827c08d8319fcbd5680668c5ceebb1f383430786bc8e3f0afdaa6dec934

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "46424c92ce59fb9dcfb08052e8efe9e006500106ae6e0f36c5d7382ae4998f7e",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-15T11:46:21Z",
    "title_canon_sha256": "d4859b2540e36125a8b9f720da2fdf3bf6d42c830ec0f51e0b2a5193159b9492"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.10633",
    "kind": "arxiv",
    "version": 1
  }
}