Pith Number

pith:JPBS7ZH4

pith:2025:JPBS7ZH44SK2T3BML6NMW4XLSF

not attested not anchored not stored refs pending

Evaluating Inter-Column Logical Relationships in Synthetic Tabular Data Generation

Alexandra Brintrup, Liming Xu, Yunbo Long

arxiv:2502.04055 v2 · 2025-02-06 · 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{JPBS7ZH44SK2T3BML6NMW4XLSF}

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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

2 papers in Pith

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

Self-Improving Tabular Language Models via Iterative Reward-Guided Post-Training

Receipt and verification

First computed	2026-05-20T00:04:07.773683Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4bc32fe4fce495a9ec2c5f9acb72eb9161f6ccf13f7564d9447856cec5a00bb8

Aliases

arxiv: 2502.04055 · arxiv_version: 2502.04055v2 · doi: 10.48550/arxiv.2502.04055 · pith_short_12: JPBS7ZH44SK2 · pith_short_16: JPBS7ZH44SK2T3BM · pith_short_8: JPBS7ZH4

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/JPBS7ZH44SK2T3BML6NMW4XLSF \
  | 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: 4bc32fe4fce495a9ec2c5f9acb72eb9161f6ccf13f7564d9447856cec5a00bb8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f39f204f81a4438261a3cadea84fa624245388538181a92befd39ae20f81dd5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-06T13:13:26Z",
    "title_canon_sha256": "e8a5027f82d4ce1e7ce63c8d3a3d4073de2f573e21eaa2b300e337f770ac677c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.04055",
    "kind": "arxiv",
    "version": 2
  }
}