Pith Number

pith:PJVNSWP4

pith:2024:PJVNSWP4C7XAA6VULC5I74WCFA

not attested not anchored not stored refs pending

GOAt: Explaining Graph Neural Networks via Graph Output Attribution

Bang Liu, Di Niu, Jiao He, Keith G. Mills, Shengyao Lu

arxiv:2401.14578 v1 · 2024-01-26 · 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{PJVNSWP4C7XAA6VULC5I74WCFA}

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	2026-07-05T07:37:58.678802Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a6ad959fc17ee007ab458ba8ff2c2283a7a857e3b7d869ecbfb6c2930ea0bdc

Aliases

arxiv: 2401.14578 · arxiv_version: 2401.14578v1 · doi: 10.48550/arxiv.2401.14578 · pith_short_12: PJVNSWP4C7XA · pith_short_16: PJVNSWP4C7XAA6VU · pith_short_8: PJVNSWP4

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/PJVNSWP4C7XAA6VULC5I74WCFA \
  | 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: 7a6ad959fc17ee007ab458ba8ff2c2283a7a857e3b7d869ecbfb6c2930ea0bdc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a78f9d0519a0c602a4c278f54b53856e13631518b32a836878fc713ae22247ee",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-26T00:32:58Z",
    "title_canon_sha256": "49d364ab0d04517fddff6b9ce309dfed3d7dfb8a0e83396d3a9971d20f6eed31"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.14578",
    "kind": "arxiv",
    "version": 1
  }
}