Pith Number

pith:VSCB7754

pith:2020:VSCB7754AMHMCT7JPIOQ2UIHGN

not attested not anchored not stored refs pending

Higher-Order Explanations of Graph Neural Networks via Relevant Walks

Gr\'egoire Montavon, Jonas Lederer, Klaus-Robert M\"uller, Kristof T. Sch\"utt, Oliver Eberle, Shinichi Nakajima, Thomas Schnake

arxiv:2006.03589 v3 · 2020-06-05 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VSCB7754AMHMCT7JPIOQ2UIHGN}

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	2026-07-05T03:16:49.573180Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac841fffbc030ec14fe97a1d0d5107337f9917e453c99fd0bc72f21c6f84e70e

Aliases

arxiv: 2006.03589 · arxiv_version: 2006.03589v3 · doi: 10.48550/arxiv.2006.03589 · pith_short_12: VSCB7754AMHM · pith_short_16: VSCB7754AMHMCT7J · pith_short_8: VSCB7754

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/VSCB7754AMHMCT7JPIOQ2UIHGN \
  | 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: ac841fffbc030ec14fe97a1d0d5107337f9917e453c99fd0bc72f21c6f84e70e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35eb6ec9ae69f6c49ea726c2a98ad54a22ccd9d1cb28ffcab34d999f3cfc75ef",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-05T17:59:14Z",
    "title_canon_sha256": "17c1b2de37156c1a55b695117ceca95d2d1ad7695a357ee73d77953f4d65ae61"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.03589",
    "kind": "arxiv",
    "version": 3
  }
}