Pith Number

pith:XMYF2BXX

pith:2025:XMYF2BXXAG5CAWN64JTSOKHVPK

not attested not anchored not stored refs pending

Natural Language Generation in Healthcare: A Review of Methods and Applications

Cheng Peng, Jinqian Pan, Mengxian Lyu, Sankalp Talankar, Xiaohan Li, Yonghui Wu, Ziyi Chen

arxiv:2505.04073 v1 · 2025-05-07 · 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{XMYF2BXXAG5CAWN64JTSOKHVPK}

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

Clinical Communication Processing with Models Trained on LLM-Generated Synthetic Data: A Structured Survey and Novel Application Case Studies

Receipt and verification

First computed	2026-07-05T10:59:35.972850Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb305d06f701ba2059bee2672728f57ab78ec65d4c3af9093a971e72f7e9418f

Aliases

arxiv: 2505.04073 · arxiv_version: 2505.04073v1 · doi: 10.48550/arxiv.2505.04073 · pith_short_12: XMYF2BXXAG5C · pith_short_16: XMYF2BXXAG5CAWN6 · pith_short_8: XMYF2BXX

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/XMYF2BXXAG5CAWN64JTSOKHVPK \
  | 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: bb305d06f701ba2059bee2672728f57ab78ec65d4c3af9093a971e72f7e9418f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "69d3c609a565226316393cc05177d011226a08754e2ff27087362f0682f20e89",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-07T02:25:29Z",
    "title_canon_sha256": "d6698c6bfe0467eebaf9b79e2e7d9a99cc1c7d8025a5ad1d470cc6e7947e4491"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.04073",
    "kind": "arxiv",
    "version": 1
  }
}