Pith Number

pith:46JN6DAT

pith:2026:46JN6DATEWORQP5AK5VDXVN4TI

not attested not anchored not stored refs pending

A Multi-Agent LLM Framework for Rating the Quality of Surgical Feedback

Andrew J. Hung, Anima Anandkumar, Atharva Deo, Cherine H. Yang, Jasmine Lin, J. Everett Knudsen, Peter Wager, Rafal Kocielnik, Steven Y. Cen, Ujjwal Pasupulety

arxiv:2605.25440 v1 · 2026-05-25 · cs.CL · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{46JN6DATEWORQP5AK5VDXVN4TI}

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	2026-05-26T02:04:35.427356Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e792df0c13259d183fa0576a3bd5bc9a096ce10ee7452f5394911590b9f9edd8

Aliases

arxiv: 2605.25440 · arxiv_version: 2605.25440v1 · doi: 10.48550/arxiv.2605.25440 · pith_short_12: 46JN6DATEWOR · pith_short_16: 46JN6DATEWORQP5A · pith_short_8: 46JN6DAT

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/46JN6DATEWORQP5AK5VDXVN4TI \
  | 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: e792df0c13259d183fa0576a3bd5bc9a096ce10ee7452f5394911590b9f9edd8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "726aef79119f73ad485bb253c0d97755a94eaec6c80bf955cff135562ba20764",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-25T05:31:44Z",
    "title_canon_sha256": "95393140d81886297194c4d9ddb673a35f86cdaf9dbcc8e62474a8eb30eb208e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.25440",
    "kind": "arxiv",
    "version": 1
  }
}