Pith Number

pith:2Q5GZVKG

pith:2022:2Q5GZVKG2QZGPHNIRTQPAJK3FK

not attested not anchored not stored refs pending

MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data

Chenying Li, Rui Zhang, Yilun Zhao, Yunxiang Li

arxiv:2206.01347 v1 · 2022-06-03 · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2Q5GZVKG2QZGPHNIRTQPAJK3FK}

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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

FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs

Generalizing Numerical Reasoning in Table Data through Operation Sketches and Self-Supervised Learning

Empirical Evaluation of PDF Parsing and Chunking for Financial Question Answering with RAG

BankerToolBench: Evaluating AI Agents in End-to-End Investment Banking Workflows

Receipt and verification

First computed	2026-07-05T04:28:46.653420Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d43a6cd546d432679da88ce0f0255b2a9b611d7a8ff889908e0ea903dcbc1dd6

Aliases

arxiv: 2206.01347 · arxiv_version: 2206.01347v1 · doi: 10.48550/arxiv.2206.01347 · pith_short_12: 2Q5GZVKG2QZG · pith_short_16: 2Q5GZVKG2QZGPHNI · pith_short_8: 2Q5GZVKG

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/2Q5GZVKG2QZGPHNIRTQPAJK3FK \
  | 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: d43a6cd546d432679da88ce0f0255b2a9b611d7a8ff889908e0ea903dcbc1dd6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec7abd69847ca31021b8a351fcc7e005a8bea7af8f3bcb25e7d656a284f393cd",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-06-03T00:24:35Z",
    "title_canon_sha256": "5ffe3b3927d76ccef22a4959c796b4654840946d22679f70f3ae0f4ff79814f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.01347",
    "kind": "arxiv",
    "version": 1
  }
}