Pith Number

pith:SVWVBURN

pith:2022:SVWVBURNXSPI4NG6MGMO7S7CMS

not attested not anchored not stored refs pending

Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs

Koki Noda, Makoto Onizuka, Seiji Maekawa, Yuya Sasaki

arxiv:2206.09144 v6 · 2022-06-18 · 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{SVWVBURNXSPI4NG6MGMO7S7CMS}

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	2026-07-05T05:28:45.768363Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

956d50d22dbc9e8e34de6198efcbe26492b3b9e66df793480deef7ec54f43606

Aliases

arxiv: 2206.09144 · arxiv_version: 2206.09144v6 · doi: 10.48550/arxiv.2206.09144 · pith_short_12: SVWVBURNXSPI · pith_short_16: SVWVBURNXSPI4NG6 · pith_short_8: SVWVBURN

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/SVWVBURNXSPI4NG6MGMO7S7CMS \
  | 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: 956d50d22dbc9e8e34de6198efcbe26492b3b9e66df793480deef7ec54f43606

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0eeecf37715945bed5eb610376d3939a4b07b18fe7030e3c49c201f92c1e75a4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-18T08:03:12Z",
    "title_canon_sha256": "954bbd85dced0f51c84ef3053640cb590f61ecd5c202d09028d47a4b28da91a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.09144",
    "kind": "arxiv",
    "version": 6
  }
}