Pith Number

pith:ACJRXITY

pith:2024:ACJRXITYT42IMNYFGH5ZIPUAJ7

not attested not anchored not stored refs pending

AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark

Bertram Lud\"ascher, Lan Li, Liri Fang, Vetle I. Torvik

arxiv:2412.06724 v3 · 2024-12-09 · cs.DB · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ACJRXITYT42IMNYFGH5ZIPUAJ7}

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

6 papers in Pith

Do LLM-Generated Skills Make Better AI Data Scientists? A Component Ablation Across Data-Science Workflows

TabClean: Reusable LLM-Synthesized Programs for Tabular Data Cleaning

ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows

In-depth Analysis of Graph-based RAG in a Unified Framework

Talking Trees: Reasoning-Assisted Induction of Decision Trees for Tabular Data

Receipt and verification

First computed	2026-07-05T11:57:53.908397Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

00931ba2789f3486370531fb943e804fd8e45fd103d8b604c1a4ef51ca30b56f

Aliases

arxiv: 2412.06724 · arxiv_version: 2412.06724v3 · doi: 10.48550/arxiv.2412.06724 · pith_short_12: ACJRXITYT42I · pith_short_16: ACJRXITYT42IMNYF · pith_short_8: ACJRXITY

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/ACJRXITYT42IMNYFGH5ZIPUAJ7 \
  | 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: 00931ba2789f3486370531fb943e804fd8e45fd103d8b604c1a4ef51ca30b56f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e67da387e3a8ccb31160d087a930d1d34b8add1ec554f9c749ff55ea3cb9fa00",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2024-12-09T18:13:27Z",
    "title_canon_sha256": "e9294a33175fa0c2a5a901a59a678b0c146a06dc272dce0f19ba875710a793fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06724",
    "kind": "arxiv",
    "version": 3
  }
}