Pith Number

pith:OZW5BROJ

pith:2022:OZW5BROJRG6QT6TH7MILG62D6K

not attested not anchored not stored refs pending

Unsupervised pre-training of graph transformers on patient population graphs

Anees Kazi, Chantal Pellegrini, Nassir Navab

arxiv:2207.10603 v2 · 2022-07-21 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OZW5BROJRG6QT6TH7MILG62D6K}

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	2026-07-05T06:31:04.818620Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

766dd0c5c989bd09fa67fb10b37b43f2b79089c5df3ae7bfff4a869244fba01e

Aliases

arxiv: 2207.10603 · arxiv_version: 2207.10603v2 · doi: 10.48550/arxiv.2207.10603 · pith_short_12: OZW5BROJRG6Q · pith_short_16: OZW5BROJRG6QT6TH · pith_short_8: OZW5BROJ

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/OZW5BROJRG6QT6TH7MILG62D6K \
  | 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: 766dd0c5c989bd09fa67fb10b37b43f2b79089c5df3ae7bfff4a869244fba01e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5df03f1bd21d2f46e52640efec53105d72287fc0d16b14c3d606d9bfe2fcf29e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-07-21T16:59:09Z",
    "title_canon_sha256": "da94d5a864b3e8f76dde900f2fbd0c4329fe41286b40235e399c831c6d55fe85"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.10603",
    "kind": "arxiv",
    "version": 2
  }
}