Pith Number

pith:5NK7BKML

pith:2024:5NK7BKMLWZRXZG3MDMH3QI5OIN

not attested not anchored not stored refs pending

GP-VLS: A general-purpose vision language model for surgery

Cyril Zakka, Joseph Cho, Samuel Schmidgall, William Hiesinger

arxiv:2407.19305 v2 · 2024-07-27 · cs.CV · cs.LG · q-bio.TO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5NK7BKMLWZRXZG3MDMH3QI5OIN}

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

RoboSurg-VQA: A Multimodal Benchmark for Surgical Segmentation-Aware Visual Question Answering

Receipt and verification

First computed	2026-07-05T08:52:55.830111Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb55f0a98bb6637c9b6c1b0fb823ae4379e47a63094845d33bd14b7a4d59cbf1

Aliases

arxiv: 2407.19305 · arxiv_version: 2407.19305v2 · doi: 10.48550/arxiv.2407.19305 · pith_short_12: 5NK7BKMLWZRX · pith_short_16: 5NK7BKMLWZRXZG3M · pith_short_8: 5NK7BKML

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/5NK7BKMLWZRXZG3MDMH3QI5OIN \
  | 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: eb55f0a98bb6637c9b6c1b0fb823ae4379e47a63094845d33bd14b7a4d59cbf1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "feda515a0d9d8bdb46fc140c6e213e3c17c870ccbbf62f537d73cd9c80e53def",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.TO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-27T17:27:05Z",
    "title_canon_sha256": "96194b039889e401e8a69f53f53d1d8dc43a31bd583e517b77b3e76d3c91a3a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.19305",
    "kind": "arxiv",
    "version": 2
  }
}