Pith Number

pith:TYF7JBMC

pith:2024:TYF7JBMCARVBVVBDGEA6S4VYEQ

not attested not anchored not stored refs pending

Design and Optimization of Big Data and Machine Learning-Based Risk Monitoring System in Financial Markets

Liyang Wang, Xingxin Gu, Yu Cheng, Zhizhong Wu

arxiv:2407.19352 v1 · 2024-07-28 · cs.LG · q-fin.RM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TYF7JBMCARVBVVBDGEA6S4VYEQ}

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	2026-07-05T08:49:38.767028Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e0bf48582046a1ad4233101e972b82404f67034227b644307b3dadc47894d9a

Aliases

arxiv: 2407.19352 · arxiv_version: 2407.19352v1 · doi: 10.48550/arxiv.2407.19352 · pith_short_12: TYF7JBMCARVB · pith_short_16: TYF7JBMCARVBVVBD · pith_short_8: TYF7JBMC

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/TYF7JBMCARVBVVBDGEA6S4VYEQ \
  | 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: 9e0bf48582046a1ad4233101e972b82404f67034227b644307b3dadc47894d9a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4c15c7d9adba1a26efa5d5b9ece5003b722e58d0b9c33b01061d8f8e3935ba9",
    "cross_cats_sorted": [
      "q-fin.RM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-28T00:04:34Z",
    "title_canon_sha256": "6d37d8a03153f28778c8c0905917b93e261eb6df749b2f88f32d4e1996806af6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.19352",
    "kind": "arxiv",
    "version": 1
  }
}