Pith Number

pith:NZO2BNT2

pith:2023:NZO2BNT2IDSH6JS24KZ3MKD5OP

not attested not anchored not stored refs pending

BizBench: A Quantitative Reasoning Benchmark for Business and Finance

Charles Lovering, Chris Tanner, Michael Krumdick, Rik Koncel-Kedziorski, Varshini Reddy, Viet Lai

arxiv:2311.06602 v2 · 2023-11-11 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NZO2BNT2IDSH6JS24KZ3MKD5OP}

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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

4 papers in Pith

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness

CLExEval: A Human-in-the-Loop Framework for Qualitative Evaluation of LLM Clinical Reasoning

FinTagging: Benchmarking LLMs for Extracting and Structuring Financial Information

MetaGraph: A Large-Scale Meta-Analysis of GenAI in Financial NLP (2022-2025)

Receipt and verification

First computed	2026-07-05T07:55:13.681555Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e5da0b67a40e47f265ae2b3b6287d73d7850f6e71d8209570a8dee31d21a955

Aliases

arxiv: 2311.06602 · arxiv_version: 2311.06602v2 · doi: 10.48550/arxiv.2311.06602 · pith_short_12: NZO2BNT2IDSH · pith_short_16: NZO2BNT2IDSH6JS2 · pith_short_8: NZO2BNT2

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/NZO2BNT2IDSH6JS24KZ3MKD5OP \
  | 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: 6e5da0b67a40e47f265ae2b3b6287d73d7850f6e71d8209570a8dee31d21a955

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "519d19621b099075983c6c81b595d1e078d323cdd1a0f8a08ff2eec451312968",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-11T16:16:11Z",
    "title_canon_sha256": "fae189561a94b659bcbff9be9f01767c36220ef08663f16d6d8dac4c3f526069"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.06602",
    "kind": "arxiv",
    "version": 2
  }
}