Pith Number

pith:27NLZBUN

pith:2025:27NLZBUN76OZ4TAORVG6YFXLCJ

not attested not anchored not stored refs pending

Kolmogorov-Arnold Networks-based GRU and LSTM for Loan Default Early Prediction

Anthony Graham Bellotti, Boon Giin Lee, Chang Chuan Goh, Ying Zhang, Yue Yang, Yuxiang Lin, Zihan Su

arxiv:2507.13685 v1 · 2025-07-18 · 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{27NLZBUN76OZ4TAORVG6YFXLCJ}

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	2026-07-05T11:39:21.236992Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7dabc868dff9d9e4c0e8d4dec16eb125871c374125aabcfee85a7fd92b25113

Aliases

arxiv: 2507.13685 · arxiv_version: 2507.13685v1 · doi: 10.48550/arxiv.2507.13685 · pith_short_12: 27NLZBUN76OZ · pith_short_16: 27NLZBUN76OZ4TAO · pith_short_8: 27NLZBUN

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/27NLZBUN76OZ4TAORVG6YFXLCJ \
  | 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: d7dabc868dff9d9e4c0e8d4dec16eb125871c374125aabcfee85a7fd92b25113

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c5a24031a0c4794be487ce5c7e998dbe30f7a8f47d6981f41c2037ceb73f2819",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-18T06:20:41Z",
    "title_canon_sha256": "35aed485a67a3338b4a8f93e51a37a5391fcd6a4f644a9258adfb3ed575d3cf3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.13685",
    "kind": "arxiv",
    "version": 1
  }
}