Pith Number

pith:ODD2OJZ6

pith:2024:ODD2OJZ6FV4QVMG7767IFQC4BY

not attested not anchored not stored refs pending

FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making

Denghui Zhang, Dong Li, Guojun Xiong, Haohang Li, Jimin Huang, Jordan W. Suchow, Koduvayur Subbalakshmi, Qianqian Xie, Rong Liu, Yangyang Yu, Yueru He, Yupeng Cao, Zhaozhuo Xu, Zhenyu Cui, Zhi Chen, Zhiyang Deng, Zhiyuan Yao

arxiv:2407.06567 v3 · 2024-07-09 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ODD2OJZ6FV4QVMG7767IFQC4BY}

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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

8 papers in Pith

Beyond Agent Architecture: Execution Assumptions and Reproducibility in LLM-Based Trading Systems

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications

Persona-Trained Monte Carlo: Estimating Market-Outcome Distributions via Swarms of Persona-Conditioned Neural Policy Bots in a Limit Order Book

A Survey on LLM-as-a-Judge

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications

Receipt and verification

First computed	2026-07-05T09:32:10.909481Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

70c7a7273e2d790ab0dfffbe82c05c0e0b2bfb7e5a6162945ea717ab6098b8f1

Aliases

arxiv: 2407.06567 · arxiv_version: 2407.06567v3 · doi: 10.48550/arxiv.2407.06567 · pith_short_12: ODD2OJZ6FV4Q · pith_short_16: ODD2OJZ6FV4QVMG7 · pith_short_8: ODD2OJZ6

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/ODD2OJZ6FV4QVMG7767IFQC4BY \
  | 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: 70c7a7273e2d790ab0dfffbe82c05c0e0b2bfb7e5a6162945ea717ab6098b8f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8ae182607c94646b06ce7d1aa649c7e6786c9d53e2f42ccc27b27fc4687bd69",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-09T05:52:26Z",
    "title_canon_sha256": "2d621d48b845dca7135df2780c60b073096542823ce03a012771cf0e11d0caa5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.06567",
    "kind": "arxiv",
    "version": 3
  }
}