Pith Number

pith:LR3O5OWU

pith:2025:LR3O5OWUVJTULQHONXTB3CUWTK

not attested not anchored not stored refs pending

Beyond Knowledge to Agency: Evaluating Expertise, Autonomy, and Integrity in Finance with CNFinBench

Boyi Xiao, Chao Ding, Dawei Cheng, Jiayuan Chen, Jie Xu, Jinru Ding, Junming Guan, Tiantian Yuan, Wenrao Pang, Yidong Jiang, Yun Zhong, Zhiqiang Liu

arxiv:2512.09506 v5 · 2025-12-10 · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LR3O5OWUVJTULQHONXTB3CUWTK}

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

3 papers in Pith

Rethinking Fraud Safety Evaluation: Multi-Round Attacks Reveal Safety-Utility Tradeoffs in Graph-Context LLM Defenders

TeleCom-Bench: How Far Are Large Language Models from Industrial Telecommunication Applications?

FinDocMRE: A Benchmark for Document-Level Financial Multimodal Reasoning Evaluation

Receipt and verification

First computed	2026-06-01T01:02:27.019495Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c76eebad4aa6745c0ee6de61d8a969a97877fecb9550fc7daca827793eb9dfb

Aliases

arxiv: 2512.09506 · arxiv_version: 2512.09506v5 · doi: 10.48550/arxiv.2512.09506 · pith_short_12: LR3O5OWUVJTU · pith_short_16: LR3O5OWUVJTULQHO · pith_short_8: LR3O5OWU

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/LR3O5OWUVJTULQHONXTB3CUWTK \
  | 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: 5c76eebad4aa6745c0ee6de61d8a969a97877fecb9550fc7daca827793eb9dfb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7256f8e9cdf658ca5d93e8eb1e9b41976aa968249414c1b74424f4160491821",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2025-12-10T10:30:00Z",
    "title_canon_sha256": "f3da992d94b9e8d5fe5922dc0239d6dcff53ace88a31b4a26ee8159a7426e3e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.09506",
    "kind": "arxiv",
    "version": 5
  }
}