Pith Number

pith:4C3WGFHG

pith:2023:4C3WGFHGZ3LTNQ7XDDDFLE4RVF

not attested not anchored not stored refs pending

DEDGAT: Dual Embedding of Directed Graph Attention Networks for Detecting Financial Risk

Baokun Wang, Changhua Meng, Dong Wu, Jiafu Wu, Mingmin Chi, Mufeng Yao, Ruofan Wu, Weiqiang Wang, Xin Fu

arxiv:2303.03933 v1 · 2023-03-06 · cs.LG · cs.AI · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4C3WGFHGZ3LTNQ7XDDDFLE4RVF}

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	2026-07-05T05:49:01.204931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0b76314e6ced736c3f718c6559391a953390bbd1bc81ccc97a407f1ed6fd266

Aliases

arxiv: 2303.03933 · arxiv_version: 2303.03933v1 · doi: 10.48550/arxiv.2303.03933 · pith_short_12: 4C3WGFHGZ3LT · pith_short_16: 4C3WGFHGZ3LTNQ7X · pith_short_8: 4C3WGFHG

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/4C3WGFHGZ3LTNQ7XDDDFLE4RVF \
  | 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: e0b76314e6ced736c3f718c6559391a953390bbd1bc81ccc97a407f1ed6fd266

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "276ce7c99edf17d3df0fedfbd07cdb1a5495dccf26fa40a5056a9bb185f8b5ab",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-06T07:21:21Z",
    "title_canon_sha256": "67a49e769f917bf7f95cc0ccd6753016eff6c75d2479f76c37ab5c2289ff1798"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.03933",
    "kind": "arxiv",
    "version": 1
  }
}