Pith Number

pith:NWBW43NI

pith:2024:NWBW43NIYZKAFJ6XZ6B7F36S22

not attested not anchored not stored refs pending

Combining Financial Data and News Articles for Stock Price Movement Prediction Using Large Language Models

Ali Elahi, Fatemeh Taghvaei

arxiv:2411.01368 v1 · 2024-11-02 · cs.IR · q-fin.CP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NWBW43NIYZKAFJ6XZ6B7F36S22}

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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

1 paper in Pith

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs

Receipt and verification

First computed	2026-07-05T09:30:29.277220Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d836e6da8c65402a7d7cf83f2efd2d691e928a9cec89ed9d9b80b255d80c472

Aliases

arxiv: 2411.01368 · arxiv_version: 2411.01368v1 · doi: 10.48550/arxiv.2411.01368 · pith_short_12: NWBW43NIYZKA · pith_short_16: NWBW43NIYZKAFJ6X · pith_short_8: NWBW43NI

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/NWBW43NIYZKAFJ6XZ6B7F36S22 \
  | 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: 6d836e6da8c65402a7d7cf83f2efd2d691e928a9cec89ed9d9b80b255d80c472

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "60774c07b52dc07f9367f2f9126283a3b7184a3057a6dbad8b5dcded935baac3",
    "cross_cats_sorted": [
      "q-fin.CP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-11-02T21:53:20Z",
    "title_canon_sha256": "d00a7e5a3dbbf13fc97bff664698e21438b38b7235d71da02c6957e6af591c02"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.01368",
    "kind": "arxiv",
    "version": 1
  }
}