Pith Number

pith:Z3LBORFP

pith:2023:Z3LBORFPWO7S3XKM2SB5C3WZFB

not attested not anchored not stored refs pending

REIN: A Comprehensive Benchmark Framework for Data Cleaning Methods in ML Pipelines

Christian Hammacher, Harald Schoening, Mohamed Abdelaal

arxiv:2302.04702 v1 · 2023-02-09 · 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{Z3LBORFPWO7S3XKM2SB5C3WZFB}

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

Understanding and evaluating computer vision models through the lens of counterfactuals

Receipt and verification

First computed	2026-07-05T05:40:17.583546Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ced61744afb3bf2ddd4cd483d16ed928532cdbb7f4b4368f246f27398625d4a2

Aliases

arxiv: 2302.04702 · arxiv_version: 2302.04702v1 · doi: 10.48550/arxiv.2302.04702 · pith_short_12: Z3LBORFPWO7S · pith_short_16: Z3LBORFPWO7S3XKM · pith_short_8: Z3LBORFP

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/Z3LBORFPWO7S3XKM2SB5C3WZFB \
  | 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: ced61744afb3bf2ddd4cd483d16ed928532cdbb7f4b4368f246f27398625d4a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5222b2d97be7a287376f603c0b440477f1bec98d8f4afa4af9d3a9a8304ef759",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2023-02-09T15:37:39Z",
    "title_canon_sha256": "d1c024083c619518b8ae453a168b797991835e8033fe276b78ab6d580c6d760f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.04702",
    "kind": "arxiv",
    "version": 1
  }
}