Pith Number

pith:5VJJKKXQ

pith:2023:5VJJKKXQOR5VFN532HFYODMOS6

not attested not anchored not stored refs pending

Empowering Many, Biasing a Few: Generalist Credit Scoring through Large Language Models

Alejandro Lopez-Lira, Duanyu Feng, Hao Wang, Jimin Huang, Qianqian Xie, Weiguang Han, Yifang Zhang, Yongfu Dai, Zhengyu Chen

arxiv:2310.00566 v3 · 2023-10-01 · cs.LG · cs.AI · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5VJJKKXQOR5VFN532HFYODMOS6}

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.

Cited by

10 papers in Pith

Privacy-Preserving Credit Risk Prediction with Alternative Data

CLExEval: A Human-in-the-Loop Framework for Qualitative Evaluation of LLM Clinical Reasoning

Predicting Liquidity-Aware Bond Yields using Causal GANs and Deep Reinforcement Learning with LLM Evaluation

Bridging Language Models and Financial Analysis

FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs

Receipt and verification

First computed	2026-07-05T07:46:23.604995Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ed52952af0747b52b7bbd1cb870d8e97ae5cab9e80ac80d1970abbd517d7bf83

Aliases

arxiv: 2310.00566 · arxiv_version: 2310.00566v3 · doi: 10.48550/arxiv.2310.00566 · pith_short_12: 5VJJKKXQOR5V · pith_short_16: 5VJJKKXQOR5VFN53 · pith_short_8: 5VJJKKXQ

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/5VJJKKXQOR5VFN532HFYODMOS6 \
  | 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: ed52952af0747b52b7bbd1cb870d8e97ae5cab9e80ac80d1970abbd517d7bf83

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "69bf1e5420f2936903fb1792f71dc0eda5ca5ff229ed2dee142d0f7380baf43d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-01T03:50:34Z",
    "title_canon_sha256": "6324858dfb4bc6b2ad9b246fb5674cd300113e455220e7320192bedaa1a9d9be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.00566",
    "kind": "arxiv",
    "version": 3
  }
}