Pith Number

pith:IPUVL53X

pith:2026:IPUVL53X4YZIASQKHGZODNFE45

not attested not anchored not stored refs pending

Federated generative event models for tokenized electronic health records

Brett K. Beaulieu-Jones, Catherine A. Gao, Dema Therese, Inhyeok Lee, Kaveri Chhikara, Luke Solo, Michael C. Burkhart, S'Khaja Charles, Wan-Ting Liao, William F. Parker, Zewei "Whiskey" Liao

arxiv:2608.02939 v1 · 2026-08-03 · cs.LG · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IPUVL53X4YZIASQKHGZODNFE45}

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	2026-08-05T00:43:52.724538Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43e955f777e632804a0a39b2e1b4a4e76376c220268b65ccf6c1d81088f4a5c6

Aliases

arxiv: 2608.02939 · arxiv_version: 2608.02939v1 · doi: 10.48550/arxiv.2608.02939 · pith_short_12: IPUVL53X4YZI · pith_short_16: IPUVL53X4YZIASQK · pith_short_8: IPUVL53X

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/IPUVL53X4YZIASQKHGZODNFE45 \
  | 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: 43e955f777e632804a0a39b2e1b4a4e76376c220268b65ccf6c1d81088f4a5c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21e6713a94aee298c6db756b415eb4c3bb359507f9d17940a9462ce306373b2a",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-03T22:54:31Z",
    "title_canon_sha256": "878b0f2154985e1dfe67e1bc46290e1658333e6cf0f88a93d71f4f27d3c1332b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.02939",
    "kind": "arxiv",
    "version": 1
  }
}