Pith Number

pith:UV4EZDPP

pith:2023:UV4EZDPPZMXVS6LKOTOCE6XF47

not attested not anchored not stored refs pending

The Wall Street Neophyte: A Zero-Shot Analysis of ChatGPT Over MultiModal Stock Movement Prediction Challenges

Jimin Huang, Min Peng, Qianqian Xie, Weiguang Han, Yanzhao Lai

arxiv:2304.05351 v2 · 2023-04-10 · cs.CL · cs.LG · q-fin.ST

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UV4EZDPPZMXVS6LKOTOCE6XF47}

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

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

Fin-Bias: Comprehensive Evaluation for LLM Decision-Making under human bias in Finance Domain

A Review of Large Language Models for Stock Price Forecasting from a Hedge-Fund Perspective

Receipt and verification

First computed	2026-07-05T06:05:16.180375Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5784c8defcb2f59796a74dc227ae5e7ca3ff6417d3f70f7598e6a31a0caa2df

Aliases

arxiv: 2304.05351 · arxiv_version: 2304.05351v2 · doi: 10.48550/arxiv.2304.05351 · pith_short_12: UV4EZDPPZMXV · pith_short_16: UV4EZDPPZMXVS6LK · pith_short_8: UV4EZDPP

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/UV4EZDPPZMXVS6LKOTOCE6XF47 \
  | 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: a5784c8defcb2f59796a74dc227ae5e7ca3ff6417d3f70f7598e6a31a0caa2df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2746794cbe3f6f9d624a3a8228ca53c987a9443d965b6d37ec5c0bd65ea2338",
    "cross_cats_sorted": [
      "cs.LG",
      "q-fin.ST"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-04-10T04:31:00Z",
    "title_canon_sha256": "d82a83065e5ae38bb2afc30f189060a585f5e07b381ee6015a31872ee7797df4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.05351",
    "kind": "arxiv",
    "version": 2
  }
}