Pith Number

pith:FUM6PJN4

pith:2024:FUM6PJN4UQ66YP6G262PBZPOMU

not attested not anchored not stored refs pending

BetaExplainer: A Probabilistic Method to Explain Graph Neural Networks

Lorin Crawford, Michael Wang, Ritambhara Singh, Shalin Patel, Whitney Sloneker

arxiv:2412.11964 v1 · 2024-12-16 · stat.ML · 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{FUM6PJN4UQ66YP6G262PBZPOMU}

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	2026-07-05T09:49:54.584402Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d19e7a5bca43dec3fc6d7b4f0e5ee65195ce729a1ece345f076b41ff5602606

Aliases

arxiv: 2412.11964 · arxiv_version: 2412.11964v1 · doi: 10.48550/arxiv.2412.11964 · pith_short_12: FUM6PJN4UQ66 · pith_short_16: FUM6PJN4UQ66YP6G · pith_short_8: FUM6PJN4

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/FUM6PJN4UQ66YP6G262PBZPOMU \
  | 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: 2d19e7a5bca43dec3fc6d7b4f0e5ee65195ce729a1ece345f076b41ff5602606

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "103112e5df05cbe03d2c378f5b5b9862b569e56a9f5858a6b774e1638b370770",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-12-16T16:45:26Z",
    "title_canon_sha256": "faa8a6f257500f17b946d713fb347483425e6255787466947af675eef0815218"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11964",
    "kind": "arxiv",
    "version": 1
  }
}