Pith Number

pith:HPGTSSQP

pith:2022:HPGTSSQPT3MMXODHFJNNV26KIA

not attested not anchored not stored refs pending

Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets

Chinedu Innocent Nwoye, Nicolas Padoy

arxiv:2204.05235 v2 · 2022-04-11 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HPGTSSQPT3MMXODHFJNNV26KIA}

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

2 papers in Pith

Current validation practice undermines surgical AI development

Grounding Surgical Action Triplets with Instrument Instance Segmentation: A Dataset and Target-Aware Fusion Approach

Receipt and verification

First computed	2026-07-05T05:46:14.420621Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3bcd394a0f9ed8cbb8672a5adaebca40016c8abd27c5211277e56003c25d15bf

Aliases

arxiv: 2204.05235 · arxiv_version: 2204.05235v2 · doi: 10.48550/arxiv.2204.05235 · pith_short_12: HPGTSSQPT3MM · pith_short_16: HPGTSSQPT3MMXODH · pith_short_8: HPGTSSQP

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/HPGTSSQPT3MMXODHFJNNV26KIA \
  | 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: 3bcd394a0f9ed8cbb8672a5adaebca40016c8abd27c5211277e56003c25d15bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27cbdc7106e0245268dfc2cf0730d35e4e618f6ea440aece660dcaedceab0f13",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-04-11T16:32:25Z",
    "title_canon_sha256": "78f8a13f6edb77048f25ee5c84ad9f8f155f1a87ca70266361c4e7681a10a86d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.05235",
    "kind": "arxiv",
    "version": 2
  }
}