Pith Number

pith:AH2YHO3D

pith:2024:AH2YHO3DW4YG2XYBZOQOZSK7ED

not attested not anchored not stored refs pending

FragNet: A Graph Neural Network for Molecular Property Prediction with Four Levels of Interpretability

C Mark Maupin, Emily G Saldanha, Gihan Panapitiya, Peiyuan Gao

arxiv:2410.12156 v2 · 2024-10-16 · cs.LG · cs.AI · physics.chem-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AH2YHO3DW4YG2XYBZOQOZSK7ED}

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

SNI-GNN: SmartNIC-Assisted Full-Graph GNN Training with In-Network Embedding Prediction

Receipt and verification

First computed	2026-07-05T11:13:14.256565Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01f583bb63b7306d5f01cba0ecc95f20dae0952cd0a679811812918d8d2f637f

Aliases

arxiv: 2410.12156 · arxiv_version: 2410.12156v2 · doi: 10.48550/arxiv.2410.12156 · pith_short_12: AH2YHO3DW4YG · pith_short_16: AH2YHO3DW4YG2XYB · pith_short_8: AH2YHO3D

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/AH2YHO3DW4YG2XYBZOQOZSK7ED \
  | 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: 01f583bb63b7306d5f01cba0ecc95f20dae0952cd0a679811812918d8d2f637f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2104a5eeaaf4b2d5ccec1f8382321360299009f3c16a04bb0b1a7d47c141bc7f",
    "cross_cats_sorted": [
      "cs.AI",
      "physics.chem-ph"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-16T01:37:01Z",
    "title_canon_sha256": "714a55d9652ff501563c9f89ad33a2d170b128fad44b0663ca054aaf6d5060e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12156",
    "kind": "arxiv",
    "version": 2
  }
}