Pith Number

pith:EVM2ZRQY

pith:2024:EVM2ZRQYQU7DFLBQVGC7HJIZTO

not attested not anchored not stored refs pending

Credit Risk Meets Large Language Models: Building a Risk Indicator from Loan Descriptions in P2P Lending

Javier Arroyo, Mario Sanz-Guerrero

arxiv:2401.16458 v3 · 2024-01-29 · q-fin.RM · cs.AI · cs.CL · 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{EVM2ZRQYQU7DFLBQVGC7HJIZTO}

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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

Bridging Language Models and Financial Analysis

Receipt and verification

First computed	2026-07-05T10:37:23.891485Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2559acc618853e32ac30a985f3a5199b8f75de382b3f7b35c930d85be02ebf7a

Aliases

arxiv: 2401.16458 · arxiv_version: 2401.16458v3 · doi: 10.48550/arxiv.2401.16458 · pith_short_12: EVM2ZRQYQU7D · pith_short_16: EVM2ZRQYQU7DFLBQ · pith_short_8: EVM2ZRQY

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/EVM2ZRQYQU7DFLBQVGC7HJIZTO \
  | 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: 2559acc618853e32ac30a985f3a5199b8f75de382b3f7b35c930d85be02ebf7a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4917e097515c1a5dd86a85e77d7d67e15f8341c41e7cff86bce26a94fb94ebb8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "q-fin.RM",
    "submitted_at": "2024-01-29T10:11:05Z",
    "title_canon_sha256": "4d37fe17ec21db4a3788e410e8b4eb2a85bf6c1af392773aae16e7d1b7299793"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.16458",
    "kind": "arxiv",
    "version": 3
  }
}