Pith Number

pith:77JLNFZ3

pith:2024:77JLNFZ36TY7OGFC2WC7ARLIYW

not attested not anchored not stored refs pending

Applying Hybrid Graph Neural Networks to Strengthen Credit Risk Analysis

Mengfang Sun, Mohan Jiang, Shaobo Liu, Wenying Sun, Ying Sun, Zhen Xu

arxiv:2410.04283 v1 · 2024-10-05 · 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{77JLNFZ36TY7OGFC2WC7ARLIYW}

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	2026-07-05T09:16:32.353939Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ffd2b6973bf4f1f718a2d585f04568c5b906633cb3295156b8f6820891c7a555

Aliases

arxiv: 2410.04283 · arxiv_version: 2410.04283v1 · doi: 10.48550/arxiv.2410.04283 · pith_short_12: 77JLNFZ36TY7 · pith_short_16: 77JLNFZ36TY7OGFC · pith_short_8: 77JLNFZ3

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/77JLNFZ36TY7OGFC2WC7ARLIYW \
  | 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: ffd2b6973bf4f1f718a2d585f04568c5b906633cb3295156b8f6820891c7a555

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cfcd764d1af7a818be2cc9ed47b4f36f7d300afe5b6dd584180500cbba4f80c2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-05T20:49:05Z",
    "title_canon_sha256": "62767e9beeb5f7d424c064f399e9e364e64393285a72f1b66ec495f2fecc9b62"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.04283",
    "kind": "arxiv",
    "version": 1
  }
}