Pith Number

pith:GL43DKOL

pith:2023:GL43DKOLZO4L5ED2WLIAVEV6Y2

not attested not anchored not stored refs pending

CFGPT: Chinese Financial Assistant with Large Language Model

Changjun Jiang, Dawei Cheng, Guoxuan Wang, Jiangtong Li, Yang Lei, Yuxuan Bian, Zhijun Ding

arxiv:2309.10654 v2 · 2023-09-19 · cs.CL · cs.AI · cs.CE

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\usepackage{pith}
\pithnumber{GL43DKOLZO4L5ED2WLIAVEV6Y2}

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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

4 papers in Pith

FinTruthQA: A Benchmark for AI-Driven Financial Disclosure Quality Assessment in Investor -- Firm Interactions

Bridging Language Models and Financial Analysis

From Feedback Loops to Policy Updates: Reinforcement Fine-Tuning for LLM-Based Alpha Factor Discovery

MetaGraph: A Large-Scale Meta-Analysis of GenAI in Financial NLP (2022-2025)

Receipt and verification

First computed	2026-07-05T06:53:10.451564Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

32f9b1a9cbcbb8be907ab2d00a92bec6ac1636acd2f30158be257be75f756d05

Aliases

arxiv: 2309.10654 · arxiv_version: 2309.10654v2 · doi: 10.48550/arxiv.2309.10654 · pith_short_12: GL43DKOLZO4L · pith_short_16: GL43DKOLZO4L5ED2 · pith_short_8: GL43DKOL

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/GL43DKOLZO4L5ED2WLIAVEV6Y2 \
  | 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: 32f9b1a9cbcbb8be907ab2d00a92bec6ac1636acd2f30158be257be75f756d05

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7053f78ae7f56999495d0a88abea0bf39044863d08a00a972d4f32fc4ecf19d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-19T14:34:01Z",
    "title_canon_sha256": "d6dd44957133638db32db0b2f374e561326ecec6b2b3c3a765a77a949c9f00e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.10654",
    "kind": "arxiv",
    "version": 2
  }
}