Pith Number

pith:4HVRDGEN

pith:2024:4HVRDGENQZF3DA2KSL522ATRSY

not attested not anchored not stored refs pending

Integrative Analysis of Financial Market Sentiment Using CNN and GRU for Risk Prediction and Alert Systems

Hongye Zheng, Jinxin Hu, Mengfang Sun, Yingbin Liang, You Wu, Zhenghao Lin

arxiv:2412.10199 v1 · 2024-12-13 · cs.LG · 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{4HVRDGENQZF3DA2KSL522ATRSY}

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.

Receipt and verification

First computed	2026-07-05T09:48:48.642701Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1eb11988d864bb1834a92fbad02719639c8f21a0c6482a1b4772003525591ae

Aliases

arxiv: 2412.10199 · arxiv_version: 2412.10199v1 · doi: 10.48550/arxiv.2412.10199 · pith_short_12: 4HVRDGENQZF3 · pith_short_16: 4HVRDGENQZF3DA2K · pith_short_8: 4HVRDGEN

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/4HVRDGENQZF3DA2KSL522ATRSY \
  | 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: e1eb11988d864bb1834a92fbad02719639c8f21a0c6482a1b4772003525591ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2fa04192999bdc43f78ecf40c4f8197deb595512947bc15bc59bc06926a5d1aa",
    "cross_cats_sorted": [
      "q-fin.CP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-13T15:17:23Z",
    "title_canon_sha256": "7230e3c66cb795b45f8e3fb749a9d8d8eb2ee420357aad69b1bdc6cbef68f118"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10199",
    "kind": "arxiv",
    "version": 1
  }
}