Pith Number

pith:K5VDXBM5

pith:2024:K5VDXBM5AYSENPQ2PF2BYWZRTF

not attested not anchored not stored refs pending

Large Language Models Powered Multiagent Ensemble for Mitigating Hallucination and Efficient Atrial Fibrillation Annotation of ECG Reports

Ann Marie Navar, Bo Yao, Donghan M. Yang, Eric D. Peterson, Guanghua Xiao, Ismael Villanueva-Miranda, Jingwei Huang, Kuroush Nezafati, Qin Zhou, Ruichen Rong, Tingyi Wanyan, Wenqi Shi, Xiaowei Zhan, Yang Xie, Yueshuang Xu, Zifan Gu

arxiv:2410.16543 v3 · 2024-10-21 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K5VDXBM5AYSENPQ2PF2BYWZRTF}

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	2026-07-05T11:39:44.266197Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

576a3b859d062446be1a79741c5b3199406807b7645cd144a06eedafed82823d

Aliases

arxiv: 2410.16543 · arxiv_version: 2410.16543v3 · doi: 10.48550/arxiv.2410.16543 · pith_short_12: K5VDXBM5AYSE · pith_short_16: K5VDXBM5AYSENPQ2 · pith_short_8: K5VDXBM5

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/K5VDXBM5AYSENPQ2PF2BYWZRTF \
  | 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: 576a3b859d062446be1a79741c5b3199406807b7645cd144a06eedafed82823d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e210610be8ffe2b80319d6be3338891390572630493caa4263473212834a5b3c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-21T22:12:00Z",
    "title_canon_sha256": "4dc27852eeebec0d0ec156ed3b634d2f227fc6430bd4b81edcf93c29020deae4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.16543",
    "kind": "arxiv",
    "version": 3
  }
}