Pith Number

pith:6X2Z7TGA

pith:2026:6X2Z7TGA6RI7Q3PWLAV5O5WGHM

not attested not anchored not stored refs pending

FinToolBench: Evaluating LLM Agents for Real-World Financial Tool Use

Hongwei Zeng, Jiahao Pi, Jiaxuan Lu, Kehua Yang, Kong Wang, Lingzhi Chen, Qingmei Tang, Shujian Deng, Xiang Chen, Xiao Sun, Yemin Wang, Yi Fu

arxiv:2603.08262 v2 · 2026-03-09 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6X2Z7TGA6RI7Q3PWLAV5O5WGHM}

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

The Alpha Illusion: Reported Alpha from LLM Trading Agents Should Not Be Treated as Deployment Evidence

FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks

Receipt and verification

First computed	2026-08-04T01:52:32.992751Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f5f59fccc0f451f86df6582bd776c63b3f1bb2a837b8db38cfac53a80d9b6cb0

Aliases

arxiv: 2603.08262 · arxiv_version: 2603.08262v2 · doi: 10.48550/arxiv.2603.08262 · pith_short_12: 6X2Z7TGA6RI7 · pith_short_16: 6X2Z7TGA6RI7Q3PW · pith_short_8: 6X2Z7TGA

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/6X2Z7TGA6RI7Q3PWLAV5O5WGHM \
  | 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: f5f59fccc0f451f86df6582bd776c63b3f1bb2a837b8db38cfac53a80d9b6cb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "641c079f3fa22cc93a11dcb246f9ac05ce0c86c4ace3d57a57ac8b7edee26133",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-03-09T11:33:05Z",
    "title_canon_sha256": "6980d256dad145d15ead066c7d911406e21a9341e13db3b03dcc367607a4486f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.08262",
    "kind": "arxiv",
    "version": 2
  }
}