Pith Number

pith:3NPUS3BW

pith:2023:3NPUS3BWPVJDEFC7MQJ25S7KZ4

not attested not anchored not stored refs pending

Federated Learning of Medical Concepts Embedding using BEHRT

Nadav Rappoport, Ofir Ben Shoham

arxiv:2305.13052 v1 · 2023-05-22 · cs.LG · cs.AI · cs.CL · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3NPUS3BWPVJDEFC7MQJ25S7KZ4}

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

Decentralized Low-Rank Fine-Tuning of Large Language Models

Receipt and verification

First computed	2026-07-05T06:13:21.467350Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db5f496c367d5232145f6413aecbeacf28fdfabc18b30c16bfe5faf4b344f3b3

Aliases

arxiv: 2305.13052 · arxiv_version: 2305.13052v1 · doi: 10.48550/arxiv.2305.13052 · pith_short_12: 3NPUS3BWPVJD · pith_short_16: 3NPUS3BWPVJDEFC7 · pith_short_8: 3NPUS3BW

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/3NPUS3BWPVJDEFC7MQJ25S7KZ4 \
  | 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: db5f496c367d5232145f6413aecbeacf28fdfabc18b30c16bfe5faf4b344f3b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a880aab576a50dfd0ff86bb195afc94e9a0438dcb7a0d68ea87a4b873cc475b5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-22T14:05:39Z",
    "title_canon_sha256": "2cb9e1fcd101610758843157a0bb5303188568a0b8c6d5ae5d689775bb9c0f56"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.13052",
    "kind": "arxiv",
    "version": 1
  }
}