Pith Number

pith:OPSDMS3T

pith:2025:OPSDMS3TYPZUAM7CCUTGM2QARO

not attested not anchored not stored refs pending

VDW-GNNs: Vector diffusion wavelets for geometric graph neural networks

Alexander Sietsema, David R. Johnson, Deanna Needell, Michael Perlmutter, Rishabh Anand, Smita Krishnaswamy

arxiv:2510.01022 v3 · 2025-10-01 · cs.LG · eess.SP · 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{OPSDMS3TYPZUAM7CCUTGM2QARO}

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	2026-06-23T00:11:48.245243Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

73e4364b73c3f34033e21526666a008bb17f4be00f28fab65290c3d3147a1b30

Aliases

arxiv: 2510.01022 · arxiv_version: 2510.01022v3 · doi: 10.48550/arxiv.2510.01022 · pith_short_12: OPSDMS3TYPZU · pith_short_16: OPSDMS3TYPZUAM7C · pith_short_8: OPSDMS3T

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/OPSDMS3TYPZUAM7CCUTGM2QARO \
  | 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: 73e4364b73c3f34033e21526666a008bb17f4be00f28fab65290c3d3147a1b30

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31d0f6e2b90228cac7f45d0cf932e6d00664f86e2ae5ec6e9a14c5955e0b51b7",
    "cross_cats_sorted": [
      "eess.SP",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-01T15:28:45Z",
    "title_canon_sha256": "5696a7ff82e0902289793a81113668acdc6cb3c2fea099b765e13d57b57a94de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.01022",
    "kind": "arxiv",
    "version": 3
  }
}