Pith Number

pith:4RBXTIC6

pith:2022:4RBXTIC6YKOHLZ3LHK2AFUZMCQ

not attested not anchored not stored refs pending

GNNInterpreter: A Probabilistic Generative Model-Level Explanation for Graph Neural Networks

Han-Wei Shen, Xiaoqi Wang

arxiv:2209.07924 v4 · 2022-09-15 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4RBXTIC6YKOHLZ3LHK2AFUZMCQ}

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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.

Cited by

2 papers in Pith

Beyond Soft Masks: Hard-Perturbation Mixup Explainer for Robust GNN Explainability

Relevant Walk Search for Explaining Graph Neural Networks

Receipt and verification

First computed	2026-07-05T07:48:15.662924Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e44379a05ec29c75e76b3ab402d32c14247ea87aac0d2048e27a874e5b770222

Aliases

arxiv: 2209.07924 · arxiv_version: 2209.07924v4 · doi: 10.48550/arxiv.2209.07924 · pith_short_12: 4RBXTIC6YKOH · pith_short_16: 4RBXTIC6YKOHLZ3L · pith_short_8: 4RBXTIC6

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/4RBXTIC6YKOHLZ3LHK2AFUZMCQ \
  | 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: e44379a05ec29c75e76b3ab402d32c14247ea87aac0d2048e27a874e5b770222

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a43eff6c0391bcd650bd3c32398a2b17471cb5bd63126832b146033159f7c63",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-15T07:45:35Z",
    "title_canon_sha256": "344b9518113c42f7cd11c97721caadd28331980fecab20129c6fb80fce960ba1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.07924",
    "kind": "arxiv",
    "version": 4
  }
}