Pith Number

pith:35XARGOT

pith:2025:35XARGOTYOBJBF37ANGZY5VFNC

not attested not anchored not stored refs pending

Translating Federated Learning Algorithms in Python into CSP Processes Using ChatGPT

Ilija Basicevic, Marko Popovic, Miodrag Djukic, Miroslav Popovic

arxiv:2506.07173 v2 · 2025-06-08 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{35XARGOTYOBJBF37ANGZY5VFNC}

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	2026-07-05T12:05:17.517224Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df6e0899d3c38290977f034d9c76a568a3a70c1b16a43c44e76594f07193f23a

Aliases

arxiv: 2506.07173 · arxiv_version: 2506.07173v2 · doi: 10.48550/arxiv.2506.07173 · pith_short_12: 35XARGOTYOBJ · pith_short_16: 35XARGOTYOBJBF37 · pith_short_8: 35XARGOT

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/35XARGOTYOBJBF37ANGZY5VFNC \
  | 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: df6e0899d3c38290977f034d9c76a568a3a70c1b16a43c44e76594f07193f23a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5058e4d10455a5dda3d74ec968180c9e37cc7ddd096fa7e33d36f77b69168ba1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-08T14:45:11Z",
    "title_canon_sha256": "025026530aca11f7d73390f19c1c8439b8e6fe6c9f96639514bc21fb8c4e93d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.07173",
    "kind": "arxiv",
    "version": 2
  }
}