Pith Number

pith:MJLQ6MRT

pith:2023:MJLQ6MRTK57YGXM7BKJPH6C25S

not attested not anchored not stored refs pending

Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks

Sameena Shah, Samuel Chan, Xianzhi Li, Xiaodan Zhu, Xiaomo Liu, Yulong Pei, Zhiqiang Ma

arxiv:2305.05862 v2 · 2023-05-10 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MJLQ6MRTK57YGXM7BKJPH6C25S}

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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

3 papers in Pith

Bridging Language Models and Financial Analysis

TrustLLM: Trustworthiness in Large Language Models

Generalizing Numerical Reasoning in Table Data through Operation Sketches and Self-Supervised Learning

Receipt and verification

First computed	2026-07-05T06:59:31.845067Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62570f3233577f835d9f0a92f3f85aec927ae7f50fa6e38414c8432b2fa31aca

Aliases

arxiv: 2305.05862 · arxiv_version: 2305.05862v2 · doi: 10.48550/arxiv.2305.05862 · pith_short_12: MJLQ6MRTK57Y · pith_short_16: MJLQ6MRTK57YGXM7 · pith_short_8: MJLQ6MRT

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/MJLQ6MRTK57YGXM7BKJPH6C25S \
  | 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: 62570f3233577f835d9f0a92f3f85aec927ae7f50fa6e38414c8432b2fa31aca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d29c107bc199f53d63d9bd3145cb796054ec3455c5f566d1f54ac1e231461ae7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-10T03:13:54Z",
    "title_canon_sha256": "4d4345d1db118f165110d465236017683e852b905e32d2b2cb5e5d84b10a0f99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.05862",
    "kind": "arxiv",
    "version": 2
  }
}