Pith Number

pith:ADGSSGY6

pith:2023:ADGSSGY6ZDCIW7NGHENIWGKJ7Y

not attested not anchored not stored refs pending

An In-Depth Evaluation of Federated Learning on Biomedical Natural Language Processing

Gaoxiang Luo, Jiandong Chen, Ju Sun, Le Peng, Rui Zhang, Sicheng Zhou, Ziyue Xu

arxiv:2307.11254 v2 · 2023-07-20 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ADGSSGY6ZDCIW7NGHENIWGKJ7Y}

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	2026-07-05T07:11:58.165688Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

00cd291b1ec8c48b7da6391a8b1949fe30ef0d18655e23b7f60337ac0d5edae6

Aliases

arxiv: 2307.11254 · arxiv_version: 2307.11254v2 · doi: 10.48550/arxiv.2307.11254 · pith_short_12: ADGSSGY6ZDCI · pith_short_16: ADGSSGY6ZDCIW7NG · pith_short_8: ADGSSGY6

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/ADGSSGY6ZDCIW7NGHENIWGKJ7Y \
  | 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: 00cd291b1ec8c48b7da6391a8b1949fe30ef0d18655e23b7f60337ac0d5edae6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9cd1a84eb450b19087ecd41107ccace14ba6040176a71633e97cc1967616238d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-20T22:10:04Z",
    "title_canon_sha256": "37798ca11f598ed8713feaa65e1610b4f21e5626760188dea633fbf28421c6c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.11254",
    "kind": "arxiv",
    "version": 2
  }
}