Pith Number

pith:37DZ4I2P

pith:2025:37DZ4I2PE25NKQO4PLY3UW4TS5

not attested not anchored not stored refs pending

FinMaster: A Holistic Benchmark for Mastering Full-Pipeline Financial Workflows with LLMs

Aixin Cui, Bo Li, Chang Yang, Dongning Sun, Junzhe Jiang, Ruiyu Wang, Sihan Jin, Xiao Huang, Xinrun Wang

arxiv:2505.13533 v1 · 2025-05-18 · cs.AI · cs.LG · q-fin.GN

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{37DZ4I2PE25NKQO4PLY3UW4TS5}

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

AuditFraudBench: Benchmarking Audit Judgment in Detecting Fraudulent Misstatements

FinReasoning: A Hierarchical Benchmark for Reliable Financial Research Reporting

Receipt and verification

First computed	2026-07-05T11:06:13.841674Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dfc79e234f26bad541dc7af1ba5b93976b36e79ee6c71d46cf67a194f389d035

Aliases

arxiv: 2505.13533 · arxiv_version: 2505.13533v1 · doi: 10.48550/arxiv.2505.13533 · pith_short_12: 37DZ4I2PE25N · pith_short_16: 37DZ4I2PE25NKQO4 · pith_short_8: 37DZ4I2P

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/37DZ4I2PE25NKQO4PLY3UW4TS5 \
  | 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: dfc79e234f26bad541dc7af1ba5b93976b36e79ee6c71d46cf67a194f389d035

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d1eb3577295849c48d5f7d55b3a0ff0fc3f0891dbc63301da6bdf2f837d8aa8",
    "cross_cats_sorted": [
      "cs.LG",
      "q-fin.GN"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-18T11:47:55Z",
    "title_canon_sha256": "005f972a65e25698f60e9bd8e34e424122f2ee53c8f3777c7d43262a55ba82f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.13533",
    "kind": "arxiv",
    "version": 1
  }
}