Pith Number

pith:MJ4RGLWN

pith:2023:MJ4RGLWNEASWIWSC5AT2F544XQ

not attested not anchored not stored refs pending

REaLTabFormer: Generating Realistic Relational and Tabular Data using Transformers

Aivin V. Solatorio, Olivier Dupriez

arxiv:2302.02041 v1 · 2023-02-04 · 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{MJ4RGLWNEASWIWSC5AT2F544XQ}

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

14 papers in Pith

PSyGenTAB: A Privacy-Preserving Framework for Synthetic Clinical Tabular Data Generation via Constrained Optimization

Categorical Prior Lock-in: Why In-Context Learning Fails for Structured Data

Sequential RC-TGAN: Generating Relational Time Series with Spectral Envelope Loss

Field Order Should Not Matter: Permutation-Invariant Embedding Model Fine-Tuning for Structured Metadata Retrieval

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

Receipt and verification

First computed	2026-07-05T05:38:48.066013Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6279132ecd2025645a42e827a2f79cbc1ae7680e3043d4c43d38cdc124f361f7

Aliases

arxiv: 2302.02041 · arxiv_version: 2302.02041v1 · doi: 10.48550/arxiv.2302.02041 · pith_short_12: MJ4RGLWNEASW · pith_short_16: MJ4RGLWNEASWIWSC · pith_short_8: MJ4RGLWN

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/MJ4RGLWNEASWIWSC5AT2F544XQ \
  | 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: 6279132ecd2025645a42e827a2f79cbc1ae7680e3043d4c43d38cdc124f361f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "acaafe3509c4ebf5c1c5f669d9fe900b80ca93fea38654bcb8d4859f75095a07",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-04T00:32:50Z",
    "title_canon_sha256": "1642978b84f3656a06b31f7f30eaa1bd8cc5c036a7ec38a14df38e0a7a4de0b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.02041",
    "kind": "arxiv",
    "version": 1
  }
}