Pith Number

pith:MH6WCVS7

pith:2023:MH6WCVS7GZCHPJCY2BCOVQL3X4

not attested not anchored not stored refs pending

Rethinking Tabular Data Understanding with Large Language Models

Fei Wang, Muhao Chen, Tianyang Liu

arxiv:2312.16702 v1 · 2023-12-27 · cs.CL · cs.AI · cs.DB · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MH6WCVS7GZCHPJCY2BCOVQL3X4}

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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

3 papers in Pith

LLM-TabLogic: Preserving Inter-Column Logical Relationships in Synthetic Tabular Data via Prompt-Guided Latent Diffusion

What Language Models Know But Don't Say: Non-Generative Prior Extraction for Generalization

Self-Improving Tabular Language Models via Iterative Reward-Guided Post-Training

Receipt and verification

First computed	2026-07-05T07:28:34.040238Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61fd61565f364477a458d044eac17bbf230a502af8a20757c11bc444386c9109

Aliases

arxiv: 2312.16702 · arxiv_version: 2312.16702v1 · doi: 10.48550/arxiv.2312.16702 · pith_short_12: MH6WCVS7GZCH · pith_short_16: MH6WCVS7GZCHPJCY · pith_short_8: MH6WCVS7

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/MH6WCVS7GZCHPJCY2BCOVQL3X4 \
  | 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: 61fd61565f364477a458d044eac17bbf230a502af8a20757c11bc444386c9109

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "309a26d1d909667afdeac2881436b7630a412b1694a11542ccce2ea8586669d1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DB",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-27T19:58:52Z",
    "title_canon_sha256": "a18bf18d4bc66eaa44805ac6e9dabf949a6277ecce2247a04ae5904a59e5c1b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.16702",
    "kind": "arxiv",
    "version": 1
  }
}