Pith Number

pith:2JIFUQNR

pith:2025:2JIFUQNR76QD2G4LNUEKYDG3HU

not attested not anchored not stored refs pending

Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation

Dongjie Wang, Haoyue Bai, Hui Xiong, Kunpeng Liu, Meng Xiao, Nanxu Gong, Pengfei Wang, Pengyang Wang, Sixun Dong, Tao Zhe, Wangyang Ying, Xinyuan Wang, Yanjie Fu, Yanyong Huang

arxiv:2501.10555 v1 · 2025-01-17 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2JIFUQNR76QD2G4LNUEKYDG3HU}

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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T10:02:29.808801Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2505a41b1ffa03d1b8b6d08ac0cdb3d0eac636bbe18edb55f85f88813766950

Aliases

arxiv: 2501.10555 · arxiv_version: 2501.10555v1 · doi: 10.48550/arxiv.2501.10555 · pith_short_12: 2JIFUQNR76QD · pith_short_16: 2JIFUQNR76QD2G4L · pith_short_8: 2JIFUQNR

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/2JIFUQNR76QD2G4LNUEKYDG3HU \
  | 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: d2505a41b1ffa03d1b8b6d08ac0cdb3d0eac636bbe18edb55f85f88813766950

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d91b13ee6393b7dbd69a8f0fa853f6fe022c35d9a90706bfc0a5a69e4defb766",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-17T21:05:09Z",
    "title_canon_sha256": "0a50b3eaffff2a61577335de7af892635ae633d78848a1bf0b5a59ae65a10da0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.10555",
    "kind": "arxiv",
    "version": 1
  }
}