Pith Number

pith:YE6YWZXV

pith:2025:YE6YWZXVQGDOBOIVNL4UEZ7SCA

not attested not anchored not stored refs pending

Stock Price Prediction Using a Hybrid LSTM-GNN Model: Integrating Time-Series and Graph-Based Analysis

Armin Moin, Atta Badii, Meet Satishbhai Sonani

arxiv:2502.15813 v1 · 2025-02-19 · q-fin.ST · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YE6YWZXVQGDOBOIVNL4UEZ7SCA}

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

1 paper in Pith

crypto price prediction using lstm+xgboost

Receipt and verification

First computed	2026-07-05T10:18:16.695351Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c13d8b66f58186e0b9156af94267f21031be7e00030187733c2f5eae6c2f053f

Aliases

arxiv: 2502.15813 · arxiv_version: 2502.15813v1 · doi: 10.48550/arxiv.2502.15813 · pith_short_12: YE6YWZXVQGDO · pith_short_16: YE6YWZXVQGDOBOIV · pith_short_8: YE6YWZXV

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/YE6YWZXVQGDOBOIVNL4UEZ7SCA \
  | 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: c13d8b66f58186e0b9156af94267f21031be7e00030187733c2f5eae6c2f053f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ddfc553f555bdb8d9f6eecaef67a6177bc92f2ab298dfb7e0c6aeabfa8ebba6e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "q-fin.ST",
    "submitted_at": "2025-02-19T15:09:13Z",
    "title_canon_sha256": "50fbb98336cceea1796be7dc7aa5b73135ffc6d41f944910a3431d7ce4934f27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.15813",
    "kind": "arxiv",
    "version": 1
  }
}