Pith Number

pith:HWBTGIBZ

pith:2024:HWBTGIBZUO5NKDPJFVPCRYWXNH

not attested not anchored not stored refs pending

Graph Neural Networks for Edge Signals: Orientation Equivariance and Invariance

Dominik Fuchsgruber, Simon Geisler, Stephan G\"unnemann, Tim Po\v{s}tuvan

arxiv:2410.16935 v2 · 2024-10-22 · 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{HWBTGIBZUO5NKDPJFVPCRYWXNH}

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	2026-07-05T10:25:12.430828Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d83332039a3bad50de92d5e28e2d769c391062b65ba9fefbbe1155339248f51

Aliases

arxiv: 2410.16935 · arxiv_version: 2410.16935v2 · doi: 10.48550/arxiv.2410.16935 · pith_short_12: HWBTGIBZUO5N · pith_short_16: HWBTGIBZUO5NKDPJ · pith_short_8: HWBTGIBZ

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/HWBTGIBZUO5NKDPJFVPCRYWXNH \
  | 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: 3d83332039a3bad50de92d5e28e2d769c391062b65ba9fefbbe1155339248f51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35a93bc67be5ac0037c365b5f9e4efdd8661cc48c638d763fc00460de1657588",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-22T12:12:43Z",
    "title_canon_sha256": "5a5897cc428b4b0dcec5cf5b47c65f40f5e3574386560248132d34b8940783f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.16935",
    "kind": "arxiv",
    "version": 2
  }
}