Pith Number

pith:ZISLSVO7

pith:2024:ZISLSVO7HPQRXN63CD55HOCWLH

not attested not anchored not stored refs pending

Benchmarking Federated Learning for Semantic Datasets: Federated Scene Graph Generation

Jiyoun Lim, SeungBum Ha, Sung Whan Yoon, Taehwan Lee

arxiv:2412.10436 v3 · 2024-12-11 · cs.CV · 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{ZISLSVO7HPQRXN63CD55HOCWLH}

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	2026-07-05T11:55:37.159465Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca24b955df3be11bb7db10fbd3b85659f1aeb5009a8b6a6f740cba4d9a4daf06

Aliases

arxiv: 2412.10436 · arxiv_version: 2412.10436v3 · doi: 10.48550/arxiv.2412.10436 · pith_short_12: ZISLSVO7HPQR · pith_short_16: ZISLSVO7HPQRXN63 · pith_short_8: ZISLSVO7

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/ZISLSVO7HPQRXN63CD55HOCWLH \
  | 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: ca24b955df3be11bb7db10fbd3b85659f1aeb5009a8b6a6f740cba4d9a4daf06

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf76df86168a2213fee3afbb6515cf8a238b7b0f6a19622b44f43417e68755a0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-11T08:10:46Z",
    "title_canon_sha256": "a3ddf7e19a86c5dc0ea40205e6052af4d53d73729f6640dcc0c32935b3e16119"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10436",
    "kind": "arxiv",
    "version": 3
  }
}