Pith Number

pith:YK5OGYSL

pith:2024:YK5OGYSLWEYVIXYXEAS7UZFR5M

not attested not anchored not stored refs pending

SWAG: Long-term Surgical Workflow Prediction with Generative-based Anticipation

Alejandro Granados, Maxence Boels, Prokar Dasgupta, Sebastien Ourselin, Yang Liu

arxiv:2412.18849 v4 · 2024-12-25 · 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{YK5OGYSLWEYVIXYXEAS7UZFR5M}

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	2026-07-05T11:21:39.795564Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2bae3624bb131545f172025fa64b1eb3da6f8f2018daf50336f30bd77f4a701

Aliases

arxiv: 2412.18849 · arxiv_version: 2412.18849v4 · doi: 10.48550/arxiv.2412.18849 · pith_short_12: YK5OGYSLWEYV · pith_short_16: YK5OGYSLWEYVIXYX · pith_short_8: YK5OGYSL

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/YK5OGYSLWEYVIXYXEAS7UZFR5M \
  | 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: c2bae3624bb131545f172025fa64b1eb3da6f8f2018daf50336f30bd77f4a701

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c612318474ef22aa9a570bfbee1286e6feab9e9444a6a18eb499c085eb74079",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-25T09:29:57Z",
    "title_canon_sha256": "aaabfebb412eec6b3be805788fa0efb76e52dadb0c36b6d97ceeaea37757bd2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18849",
    "kind": "arxiv",
    "version": 4
  }
}