Pith Number

pith:ZWACN2K2

pith:2025:ZWACN2K2EGMR3KWGUNPUSNVWGR

not attested not anchored not stored refs pending

Fragment-Wise Interpretability in Graph Neural Networks via Molecule Decomposition and Contribution Analysis

Bartosz Zieli\'nski, Sebastian Musia{\l}, Tomasz Danel

arxiv:2508.15015 v1 · 2025-08-20 · 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{ZWACN2K2EGMR3KWGUNPUSNVWGR}

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.

Cited by

1 paper in Pith

FORGE: Fragment-Oriented Ranking and Generation for Context-Aware Molecular Optimization

Receipt and verification

First computed	2026-07-05T11:57:05.102839Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd8026e95a21991daac6a35f4936b6347b1de694098ec5a65777331e34f2f87b

Aliases

arxiv: 2508.15015 · arxiv_version: 2508.15015v1 · doi: 10.48550/arxiv.2508.15015 · pith_short_12: ZWACN2K2EGMR · pith_short_16: ZWACN2K2EGMR3KWG · pith_short_8: ZWACN2K2

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/ZWACN2K2EGMR3KWGUNPUSNVWGR \
  | 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: cd8026e95a21991daac6a35f4936b6347b1de694098ec5a65777331e34f2f87b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "705adc50ab0eb3dab9db29332c453d0e4dd23e4522b6ee28fcd8adf4986f82b4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-20T19:15:53Z",
    "title_canon_sha256": "a1fd87a5c13961c4c34dfd362cc51cc3cd22b90622a9ac8475c848fb70c8c3ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.15015",
    "kind": "arxiv",
    "version": 1
  }
}