Pith Number

pith:P5EYUV2H

pith:2022:P5EYUV2HXTXLVF4UEQFQDPQEYU

not attested not anchored not stored refs pending

Domino: Discovering Systematic Errors with Cross-Modal Embeddings

Christopher Lee-Messer, Christopher R\'e, James Zou, Jared Dunnmon, Jean-Benoit Delbrouck, Khaled Saab, Maya Varma, Sabri Eyuboglu

arxiv:2203.14960 v3 · 2022-03-24 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P5EYUV2HXTXLVF4UEQFQDPQEYU}

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

What to Test Next: Interpretable Coverage Gap Discovery in Driving VLMs

Fairness Beyond Demographics: Optimizing Performance Across Appearance-Based Hidden Cohorts in Medical Imaging

Intersectional Disentangling of Temporal and Acquisition Bias in Fetal Ultrasound

Receipt and verification

First computed	2026-07-05T04:25:16.715442Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f498a5747bceeba9794240b01be04c5340f1720ff1e406ede235fd38c7e0c02

Aliases

arxiv: 2203.14960 · arxiv_version: 2203.14960v3 · doi: 10.48550/arxiv.2203.14960 · pith_short_12: P5EYUV2HXTXL · pith_short_16: P5EYUV2HXTXLVF4U · pith_short_8: P5EYUV2H

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/P5EYUV2HXTXLVF4UEQFQDPQEYU \
  | 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: 7f498a5747bceeba9794240b01be04c5340f1720ff1e406ede235fd38c7e0c02

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0355636881165fca277ed515b6383260e1f923cf9b3abb260b6343e189d05cb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-24T22:38:56Z",
    "title_canon_sha256": "6d92ca24020c5717c074bd4020cd9eb764a709f3680d25239c1810f684ddbeed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.14960",
    "kind": "arxiv",
    "version": 3
  }
}