Pith Number

pith:SX7TSS2C

pith:2025:SX7TSS2CGVM6SCPGCWV3YER372

not attested not anchored not stored refs pending

What's Wrong with Your Synthetic Tabular Data? Using Explainable AI to Evaluate Generative Models

Jan Kapar, Martin Jullum, Niklas Koenen

arxiv:2504.20687 v1 · 2025-04-29 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SX7TSS2CGVM6SCPGCWV3YER372}

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.

Receipt and verification

First computed	2026-07-05T10:55:47.152751Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95ff394b423559e909e615abbc123bfe8979e9b95a0be31a54f424ffdad29907

Aliases

arxiv: 2504.20687 · arxiv_version: 2504.20687v1 · doi: 10.48550/arxiv.2504.20687 · pith_short_12: SX7TSS2CGVM6 · pith_short_16: SX7TSS2CGVM6SCPG · pith_short_8: SX7TSS2C

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/SX7TSS2CGVM6SCPGCWV3YER372 \
  | 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: 95ff394b423559e909e615abbc123bfe8979e9b95a0be31a54f424ffdad29907

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0c2e2cff9c0d30a08898c89f8c89ef8640014e5871a34d3bf3c16f704e5b1da",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-29T12:10:52Z",
    "title_canon_sha256": "0f1e0c728c3b3d5e7988ad07911d5242bacaf1f1288aa09015f56864109020a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.20687",
    "kind": "arxiv",
    "version": 1
  }
}