Pith Number

pith:JIJK2ZUJ

pith:2025:JIJK2ZUJWB5VG4DT3J5ZQDS6D2

not attested not anchored not stored refs pending

Robustness questions the interpretability of graph neural networks: what to do?

2, (2) Ivannikov Institute for System Programming of the Russian Academy of Sciences, 3), (3) Moscow Institute of Physics, 4), (4) Lomonosov Moscow State University, (5) AIRI, (6) Yandex School of Data Analysis), Georgii Sazonov (2, Ilya Makarov (1 v 5) ((1) ISP RAS Research Center for Trusted Artificial Intelligence, Kirill Lukyanov (1, Serafim Boyarsky (6), Technology (National Research University)

arxiv:2505.02566 v1 · 2025-05-05 · 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{JIJK2ZUJWB5VG4DT3J5ZQDS6D2}

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	2026-07-05T10:58:39.356989Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a12ad6689b07b537073da7b980e5e1ea34b783118d271058411e6eaa18ba1ac

Aliases

arxiv: 2505.02566 · arxiv_version: 2505.02566v1 · doi: 10.48550/arxiv.2505.02566 · pith_short_12: JIJK2ZUJWB5V · pith_short_16: JIJK2ZUJWB5VG4DT · pith_short_8: JIJK2ZUJ

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/JIJK2ZUJWB5VG4DT3J5ZQDS6D2 \
  | 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: 4a12ad6689b07b537073da7b980e5e1ea34b783118d271058411e6eaa18ba1ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc43fd667b4258722478aa318721201ec3d41978829feb6e6cbe4f08330e6754",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-05T11:14:56Z",
    "title_canon_sha256": "00019a75670053834773283b718633fd5673c097f6299b2fd4ab7bb421dd6b60"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.02566",
    "kind": "arxiv",
    "version": 1
  }
}