Pith Number

pith:NQIQ3H6L

pith:2026:NQIQ3H6LMGJO5XWXNBXDCT62NS

not attested not anchored not stored refs pending

Development and Design of FLKit: A Structured Onboarding Toolkit for Federated Learning in Health and Life Sciences

Ashkan Pirmani, Axel Faes, Geert Vandeweyer, Goran Vinterhalter, Ilse Vermeulen, Liesbet M. Peeters, Lotte Geys, Muhammad Quamber Ali, Nishkala Sattanathan, Yves Moreau

arxiv:2606.23500 v1 · 2026-06-22 · cs.DC · 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{NQIQ3H6LMGJO5XWXNBXDCT62NS}

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	2026-06-23T03:14:21.679274Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c110d9fcb6192eeded7686e314fda6cab3125f868a0dcb718a62c4d4502728b

Aliases

arxiv: 2606.23500 · arxiv_version: 2606.23500v1 · doi: 10.48550/arxiv.2606.23500 · pith_short_12: NQIQ3H6LMGJO · pith_short_16: NQIQ3H6LMGJO5XWX · pith_short_8: NQIQ3H6L

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/NQIQ3H6LMGJO5XWXNBXDCT62NS \
  | 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: 6c110d9fcb6192eeded7686e314fda6cab3125f868a0dcb718a62c4d4502728b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "776743029fa7a90d2a0f894b4a941e3af027377c284e43d260b075d6099b49d5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-06-22T15:46:09Z",
    "title_canon_sha256": "fa5fb03ddcd3ef0a01a53d424dfd27ba9b0e35b9fbb8efe489938af9aa1c83c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.23500",
    "kind": "arxiv",
    "version": 1
  }
}