Pith Number

pith:7QCQHGJP

pith:2024:7QCQHGJP27X3CJVAWDGG5ZVYTS

not attested not anchored not stored refs pending

Enhancing Anomaly Detection in Financial Markets with an LLM-based Multi-Agent Framework

Taejin Park

arxiv:2403.19735 v1 · 2024-03-28 · 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{7QCQHGJP27X3CJVAWDGG5ZVYTS}

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

2 papers in Pith

Integrating Anomaly Detection into Agentic AI for Proactive Risk Management in Human Activity

Enhancing Tabular Anomaly Detection via Pseudo-Label-Guided Generation

Receipt and verification

First computed	2026-07-05T08:02:07.976491Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fc0503992fd7efb126a0b0cc6ee6b89cb7f55a2a8053ce16c26905f3d0f1471e

Aliases

arxiv: 2403.19735 · arxiv_version: 2403.19735v1 · doi: 10.48550/arxiv.2403.19735 · pith_short_12: 7QCQHGJP27X3 · pith_short_16: 7QCQHGJP27X3CJVA · pith_short_8: 7QCQHGJP

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/7QCQHGJP27X3CJVAWDGG5ZVYTS \
  | 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: fc0503992fd7efb126a0b0cc6ee6b89cb7f55a2a8053ce16c26905f3d0f1471e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "23fed6a89f4383c20925ea2b4809c78467e4f2f3902390c8a52a8efbe5e8b1de",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.RM",
    "submitted_at": "2024-03-28T14:43:49Z",
    "title_canon_sha256": "4ab5c6b6d41c7c0ebccd01a0fbaf9ab5a7f1cfe0d10c9aeb69f525fde217e58b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.19735",
    "kind": "arxiv",
    "version": 1
  }
}