Pith Number

pith:GA4VQI3Z

pith:2023:GA4VQI3ZKVVIPCFM7TOND63JHZ

not attested not anchored not stored refs pending

Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study

Dongmei Zhang, Mengyu Zhou, Mingjie Zhou, Shi Han, Yuan Sui

arxiv:2305.13062 v5 · 2023-05-22 · cs.CL · cs.AI · cs.IR

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\usepackage{pith}
\pithnumber{GA4VQI3ZKVVIPCFM7TOND63JHZ}

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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

2 papers in Pith

LLMTabBench: Evaluating LLMs on Binary Tabular Classification From Zero to Few Shots

PIPER: Content-Based Table Search via profiling and LLM-Generated Pseudoqueries

Receipt and verification

First computed	2026-07-05T08:44:46.383880Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3039582379556a8788acfcdcd1fb693e7e8b42bbe4d2707316e396370f7e8172

Aliases

arxiv: 2305.13062 · arxiv_version: 2305.13062v5 · doi: 10.48550/arxiv.2305.13062 · pith_short_12: GA4VQI3ZKVVI · pith_short_16: GA4VQI3ZKVVIPCFM · pith_short_8: GA4VQI3Z

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/GA4VQI3ZKVVIPCFM7TOND63JHZ \
  | 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: 3039582379556a8788acfcdcd1fb693e7e8b42bbe4d2707316e396370f7e8172

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e4ce6122b351e2de0b9dd1e83f62a2cc626c16220e71b106177419a1ed2806e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-22T14:23:46Z",
    "title_canon_sha256": "dd4dbf7175c3da090d0ac84fc45a865fb60b50030058f2c5068ac9d244c7cad1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.13062",
    "kind": "arxiv",
    "version": 5
  }
}