Pith Number

pith:DIRREYJZ

pith:2025:DIRREYJZPHVRQ2JD7HCZW4X5U2

not attested not anchored not stored refs pending

Leveraging Generative AI Through Prompt Engineering and Rigorous Validation to Create Comprehensive Synthetic Datasets for AI Training in Healthcare

Polycarp Nalela

arxiv:2504.20921 v1 · 2025-04-29 · 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{DIRREYJZPHVRQ2JD7HCZW4X5U2}

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	2026-07-05T10:55:51.042130Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a2312613979eb186923f9c59b72fda6b851a03101b49f102d16c432fe75b97a

Aliases

arxiv: 2504.20921 · arxiv_version: 2504.20921v1 · doi: 10.48550/arxiv.2504.20921 · pith_short_12: DIRREYJZPHVR · pith_short_16: DIRREYJZPHVRQ2JD · pith_short_8: DIRREYJZ

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/DIRREYJZPHVRQ2JD7HCZW4X5U2 \
  | 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: 1a2312613979eb186923f9c59b72fda6b851a03101b49f102d16c432fe75b97a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d1e7ba5318420aab80e4f68628a40dd7ef1d9d4dd942e6b79c3341d77dfebeb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-04-29T16:37:34Z",
    "title_canon_sha256": "e92d53f127e8eef48062243f3a6853da3fe8a45c0c526cdc7db9879cc69758d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.20921",
    "kind": "arxiv",
    "version": 1
  }
}