Pith Number

pith:6LCE5ZYA

pith:2025:6LCE5ZYA7JFOOL34IUQCADQ73V

not attested not anchored not stored refs pending

Exploring Large Language Models in Healthcare: Insights into Corpora Sources, Customization Strategies, and Evaluation Metrics

Jiaxin Kou, Manfei Shi, Mingrui Jing, Shuai Wang, Shuqi Yang, Weijie Xing, Yan Hu, Zheng Zhu

arxiv:2502.11861 v1 · 2025-02-17 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6LCE5ZYA7JFOOL34IUQCADQ73V}

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

1 paper in Pith

MedOrchestra: A Hybrid Cloud-Local LLM Approach for Clinical Data Interpretation

Receipt and verification

First computed	2026-07-05T10:15:35.354060Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f2c44ee700fa4ae72f7c4520200e1fdd499fff98132cac33e213a937521eac34

Aliases

arxiv: 2502.11861 · arxiv_version: 2502.11861v1 · doi: 10.48550/arxiv.2502.11861 · pith_short_12: 6LCE5ZYA7JFO · pith_short_16: 6LCE5ZYA7JFOOL34 · pith_short_8: 6LCE5ZYA

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/6LCE5ZYA7JFOOL34IUQCADQ73V \
  | 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: f2c44ee700fa4ae72f7c4520200e1fdd499fff98132cac33e213a937521eac34

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e97e7ad847c2607d427de26b079d8b1f4cf0e85a4741ebf1d827ed0a6c94a3e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-17T14:53:23Z",
    "title_canon_sha256": "ef2f39a11e8bf9141260b1ad392baf9887841a6ddcb01132d44e9a48dd4dc290"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11861",
    "kind": "arxiv",
    "version": 1
  }
}