Pith Number

pith:I3GCFOXA

pith:2024:I3GCFOXA5AKMDYWTLFMINFORRI

not attested not anchored not stored refs pending

Advanced Risk Prediction and Stability Assessment of Banks Using Time Series Transformer Models

Kunyuan Ma, Mengfang Sun, Wenqing Zhang, Wenying Sun, You Wu, Zhen Xu

arxiv:2412.03606 v1 · 2024-12-04 · q-fin.RM · 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{I3GCFOXA5AKMDYWTLFMINFORRI}

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	2026-07-05T09:44:38.897783Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46cc22bae0e814c1e2d359588695d18a369f379655a3b75428e34b364ca60275

Aliases

arxiv: 2412.03606 · arxiv_version: 2412.03606v1 · doi: 10.48550/arxiv.2412.03606 · pith_short_12: I3GCFOXA5AKM · pith_short_16: I3GCFOXA5AKMDYWT · pith_short_8: I3GCFOXA

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/I3GCFOXA5AKMDYWTLFMINFORRI \
  | 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: 46cc22bae0e814c1e2d359588695d18a369f379655a3b75428e34b364ca60275

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9652db0634966bab898219ecf0f6865e6216bcc4ba91fe0efc15f112c6dbf274",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.RM",
    "submitted_at": "2024-12-04T08:15:27Z",
    "title_canon_sha256": "d3d79563e577a2f65a949577a0cb4ef287ab8af6e975c4721080f210368f3fed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03606",
    "kind": "arxiv",
    "version": 1
  }
}