Pith Number

pith:KAMND5B2

pith:2022:KAMND5B2RSHRHTM46CWV6IJUCY

not attested not anchored not stored refs pending

STaSy: Score-based Tabular data Synthesis

Chaejeong Lee, Jayoung Kim, Noseong Park

arxiv:2210.04018 v4 · 2022-10-08 · cs.LG · cs.AI · cs.DB

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KAMND5B2RSHRHTM46CWV6IJUCY}

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

5 papers in Pith

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

MIDST Challenge at SaTML 2025: Membership Inference over Diffusion-models-based Synthetic Tabular data

Inference-Time Refinement Closes the Synthetic-Real Gap in Tabular Diffusion

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

Breaking the Quality-Privacy Tradeoff in Tabular Data Generation via In-Context Learning

Receipt and verification

First computed	2026-07-05T06:14:37.085419Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5018d1f43a8c8f13cd9cf0ad5f2134161e3911b8ffdaf71e90b9c1e382a8fae9

Aliases

arxiv: 2210.04018 · arxiv_version: 2210.04018v4 · doi: 10.48550/arxiv.2210.04018 · pith_short_12: KAMND5B2RSHR · pith_short_16: KAMND5B2RSHRHTM4 · pith_short_8: KAMND5B2

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/KAMND5B2RSHRHTM46CWV6IJUCY \
  | 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: 5018d1f43a8c8f13cd9cf0ad5f2134161e3911b8ffdaf71e90b9c1e382a8fae9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0bb9ea412f953e1484e137fa7d35f9ce7f99086d9795a2f7e88f96d104c21c12",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DB"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-08T13:09:51Z",
    "title_canon_sha256": "f9c2b5f2d270346f0628763a27c594bdb2f1e724087563a58a125f4a6b76afe0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.04018",
    "kind": "arxiv",
    "version": 4
  }
}