Pith Number

pith:BUBRPGKU

pith:2024:BUBRPGKU3X5LU74B4E2JOWZAIK

not attested not anchored not stored refs pending

Automating Feedback Analysis in Surgical Training: Detection, Categorization, and Assessment

Andrew Hung, Anima Anandkumar, Arushi Gupta, Cherine Yang, Elyssa Wong, Firdavs Nasriddinov, Rafal Kocielnik

arxiv:2412.00760 v1 · 2024-12-01 · eess.AS · cs.AI · cs.CL · cs.ET · 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{BUBRPGKU3X5LU74B4E2JOWZAIK}

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	2026-07-05T09:42:47.076826Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d03179954ddfaba7f81e134975b2042a1dc3e57b5da49b629b04b40775ef4da

Aliases

arxiv: 2412.00760 · arxiv_version: 2412.00760v1 · doi: 10.48550/arxiv.2412.00760 · pith_short_12: BUBRPGKU3X5L · pith_short_16: BUBRPGKU3X5LU74B · pith_short_8: BUBRPGKU

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/BUBRPGKU3X5LU74B4E2JOWZAIK \
  | 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: 0d03179954ddfaba7f81e134975b2042a1dc3e57b5da49b629b04b40775ef4da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d568b51d23e588b63d30d28afafa2dd5e4a9df6e8bffd7f149adf43be40be10e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.ET",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-12-01T10:35:12Z",
    "title_canon_sha256": "d07ed8cf50e2a0883a2a7dc0e539348e719d4dafd6bf363f7fbab33c592d76af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00760",
    "kind": "arxiv",
    "version": 1
  }
}