Pith Number

pith:QY2EGDAY

pith:2024:QY2EGDAYQJDTEFV3A2IXCHAOJD

not attested not anchored not stored refs pending

Understanding Bias in Large-Scale Visual Datasets

Boya Zeng, Yida Yin, Zhuang Liu

arxiv:2412.01876 v1 · 2024-12-02 · cs.CV · 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{QY2EGDAYQJDTEFV3A2IXCHAOJD}

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

PRISM: Reducing Spurious Implicit Biases in Vision-Language Models with LLM-Guided Embedding Projection

Receipt and verification

First computed	2026-07-05T09:43:40.269497Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8634430c1882473216bb0691711c0e48ef69a306f13c9e71d0df7884b470a8f5

Aliases

arxiv: 2412.01876 · arxiv_version: 2412.01876v1 · doi: 10.48550/arxiv.2412.01876 · pith_short_12: QY2EGDAYQJDT · pith_short_16: QY2EGDAYQJDTEFV3 · pith_short_8: QY2EGDAY

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/QY2EGDAYQJDTEFV3A2IXCHAOJD \
  | 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: 8634430c1882473216bb0691711c0e48ef69a306f13c9e71d0df7884b470a8f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85090137839eab294f74ce05f411263bb7d141afc5333c3dc072dc62fe61d5e2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-02T18:56:52Z",
    "title_canon_sha256": "6d076540fd34faddb7efc8f6e470938f17e1fc692f75b7ac7e437f6507b33599"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01876",
    "kind": "arxiv",
    "version": 1
  }
}