Pith Number

pith:JZHX4G3P

pith:2026:JZHX4G3PCGVLJOQZYGEU457IMR

not attested not anchored not stored refs resolved

FinReporting: An Agentic Workflow for Localized Reporting of Cross-Jurisdiction Financial Disclosures

Ayesha Gull, Fan Wu, Fan Zhang, Fengxian Ji, Georgi Georgiev, Jimin Huang, Junning Zhao, Liyuan Meng, Mingzi Song, Muhammad Usman Safder, Preslav Nakov, Rania Elbadry, Shaobo Wang, Xueqing Peng, Xue (Steve) Liu, Xunwen Zheng, Yankai Chen, Yixi Zhou, Yu Chen, Yueru He, Yuyang Dai, Zhuohan Xie

FinReporting builds a unified canonical ontology and agentic stages to align financial disclosures from the US, Japan, and China with LLMs as rule-bound verifiers.

arxiv:2604.05966 v2 · 2026-04-07 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JZHX4G3PCGVLJOQZYGEU457IMR}

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.

Claims

C1strongest claim

Evaluated on annual filings from the USA, Japan, and China, FinReporting improves consistency and reliability under heterogeneous reporting regimes.

C2weakest assumption

That a single unified canonical ontology can be constructed to span income statements, balance sheets, and cash flow statements across jurisdictions without material loss of information or systematic mapping errors.

C3one line summary

FinReporting is an agentic system that constructs a canonical ontology spanning income statements, balance sheets, and cash flows, then decomposes cross-jurisdiction reporting into auditable stages with LLM-based constrained verification.

References

2 extracted · 2 resolved · 1 Pith anchors

[1] Published: 2024-03-27 2024

[2] BloombergGPT: A Large Language Model for Finance 2024 · arXiv:2303.17564

Formal links

2 machine-checked theorem links

Receipt and verification

First computed	2026-05-20T00:01:41.040410Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e4f7e1b6f11aab4ba19c1894e77e8646429bad256a079fcd42fb5d7b744be47

Aliases

arxiv: 2604.05966 · arxiv_version: 2604.05966v2 · doi: 10.48550/arxiv.2604.05966 · pith_short_12: JZHX4G3PCGVL · pith_short_16: JZHX4G3PCGVLJOQZ · pith_short_8: JZHX4G3P

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/JZHX4G3PCGVLJOQZYGEU457IMR \
  | 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: 4e4f7e1b6f11aab4ba19c1894e77e8646429bad256a079fcd42fb5d7b744be47

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25ea09f8d9c289e07e358b33fc150db8f416e44fe1aaa9c367d6ff4eefdcda12",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-04-07T15:00:01Z",
    "title_canon_sha256": "9ef26acd3ec60a13bae333e8c9d4d4b879d60fa81a2598690cbe6e9f525cb4ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2604.05966",
    "kind": "arxiv",
    "version": 2
  }
}