Pith Number

pith:4OEIIU5W

pith:2025:4OEIIU5WIHJJ2P63PYZUKD73I5

not attested not anchored not stored refs pending

BEnchmarking LLMs for Ophthalmology (BELO) for Ophthalmological Knowledge and Reasoning

Aidan Gilson, Amisha Dave, Chen-Hsin Sun, David Ziyou Chen, Dianbo Liu, Emily Yuelei Fu, Fares Antaki, Gabriel Dawei Yang, Hyunjae Kim, Jocelyn Goh, Jost Jonas, Kelvin Zhenghao Li, Ke Zou, Kristen Nwanyanwu, Krithi Pushpanathan, Lucian V Del Priore, Mark Chia, Maxwell Singer, Michelle Ongyong Hui, Mingjia Yang, Minjie Zou, Qingyu Chen, Ron Adelman, Sahana Srinivasan, Samantha Yew, Thaddaeus Wai Soon Lo, Wan Ting Loke, Wendy Meihua Wong, Xuguang Ai, Yibing Chen, Yih-Chung Tham, Yiming Kong

arxiv:2507.15717 v1 · 2025-07-21 · cs.CL · 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{4OEIIU5WIHJJ2P63PYZUKD73I5}

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	2026-07-05T11:40:42.656718Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3888453b641d29d3fdb7e33450ffb4768e5ea79575bd2170b1ec896d2735940

Aliases

arxiv: 2507.15717 · arxiv_version: 2507.15717v1 · doi: 10.48550/arxiv.2507.15717 · pith_short_12: 4OEIIU5WIHJJ · pith_short_16: 4OEIIU5WIHJJ2P63 · pith_short_8: 4OEIIU5W

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/4OEIIU5WIHJJ2P63PYZUKD73I5 \
  | 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: e3888453b641d29d3fdb7e33450ffb4768e5ea79575bd2170b1ec896d2735940

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af18afab720bb66c99f21a7940d01912eb985aaf25735dbb8c087c11e415685f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-21T15:27:32Z",
    "title_canon_sha256": "51e83ac8a6516654ed1ef1c0c5b36ad6bd2fd3374c96f2ca1c07a9ab7a2f3f4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.15717",
    "kind": "arxiv",
    "version": 1
  }
}