Pith Number

pith:PL5HMCCE

pith:2024:PL5HMCCELSYWMYPK65BGOXSKUR

not attested not anchored not stored refs pending

Attention-based Dynamic Multilayer Graph Neural Networks for Loan Default Prediction

Christophe Mues, Cristi\'an Bravo, Kamesh Korangi, Mar\'ia \'Oskarsd\'ottir, Sahab Zandi

arxiv:2402.00299 v2 · 2024-02-01 · q-fin.GN · 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{PL5HMCCELSYWMYPK65BGOXSKUR}

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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

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

Receipt and verification

First computed	2026-07-05T08:36:05.497397Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7afa7608445cb16661eaf742675e4aa4626f37fd66d6e1d54c63d09b1a24901b

Aliases

arxiv: 2402.00299 · arxiv_version: 2402.00299v2 · doi: 10.48550/arxiv.2402.00299 · pith_short_12: PL5HMCCELSYW · pith_short_16: PL5HMCCELSYWMYPK · pith_short_8: PL5HMCCE

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/PL5HMCCELSYWMYPK65BGOXSKUR \
  | 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: 7afa7608445cb16661eaf742675e4aa4626f37fd66d6e1d54c63d09b1a24901b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0654fab3333c583b66e362b5841a4d12221096931cdc9a1c39a750e9e95deb20",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "q-fin.GN",
    "submitted_at": "2024-02-01T03:20:53Z",
    "title_canon_sha256": "9d222abf39ee334994c092875bc8bddb15abc1ac7cdf428ac0fef2dafffcebc2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.00299",
    "kind": "arxiv",
    "version": 2
  }
}