Pith Number

pith:PI6LQ2YM

pith:2023:PI6LQ2YMKLJKPOBBGFLG5W2ZKO

not attested not anchored not stored refs pending

TabuLa: Harnessing Language Models for Tabular Data Synthesis

Lydia Chen, Robert Birke, Zilong Zhao

arxiv:2310.12746 v3 · 2023-10-19 · 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{PI6LQ2YMKLJKPOBBGFLG5W2ZKO}

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

2 papers in Pith

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

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

Receipt and verification

First computed	2026-07-05T10:15:14.742635Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a3cb86b0c52d2a7b82131566edb5953aaca41de891932b728e7f2ff82c08921

Aliases

arxiv: 2310.12746 · arxiv_version: 2310.12746v3 · doi: 10.48550/arxiv.2310.12746 · pith_short_12: PI6LQ2YMKLJK · pith_short_16: PI6LQ2YMKLJKPOBB · pith_short_8: PI6LQ2YM

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/PI6LQ2YMKLJKPOBBGFLG5W2ZKO \
  | 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: 7a3cb86b0c52d2a7b82131566edb5953aaca41de891932b728e7f2ff82c08921

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "026168efa3166f0b2f7ccc420af457d06e0dee2eaaef4ee972e1cd6d006c8dbf",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-19T13:50:56Z",
    "title_canon_sha256": "3ac1975b9976d73a2a8af3caf6f616d9cadd83c0dea998709468943e3d34460e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.12746",
    "kind": "arxiv",
    "version": 3
  }
}