Pith Number

pith:PLHYIKE3

pith:2019:PLHYIKE3SMTX4YETVLSTSZ3BZI

not attested not anchored not stored refs pending

Sequence embeddings help to identify fraudulent cases in healthcare insurance

A. Zaytsev, E. Burnaev, I. Fursov, M. Spindler, R. Khasyanov

arxiv:1910.03072 v1 · 2019-10-07 · cs.LG · cs.CR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PLHYIKE3SMTX4YETVLSTSZ3BZI}

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

Semantic insurance pricing with large language models

Receipt and verification

First computed	2026-07-05T00:10:18.139077Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7acf84289b93277e6093aae5396761ca0fa0bcdeaf7b0a61640c5d61a2361e50

Aliases

arxiv: 1910.03072 · arxiv_version: 1910.03072v1 · doi: 10.48550/arxiv.1910.03072 · pith_short_12: PLHYIKE3SMTX · pith_short_16: PLHYIKE3SMTX4YET · pith_short_8: PLHYIKE3

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/PLHYIKE3SMTX4YETVLSTSZ3BZI \
  | 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: 7acf84289b93277e6093aae5396761ca0fa0bcdeaf7b0a61640c5d61a2361e50

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc68eb8e49db6e7bb1cba9747da735244b3498db7b0995f567e60c12d5e99fa5",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-10-07T20:37:02Z",
    "title_canon_sha256": "d65a32a166e02908123e9ae93d91d5c4ab7273a26a781307792fe4c44e625fc9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.03072",
    "kind": "arxiv",
    "version": 1
  }
}