Pith Number

pith:P7U2LGAR

pith:2024:P7U2LGARS3QEZICSNO5E4OMUKW

not attested not anchored not stored refs pending

Generating Realistic Tabular Data with Large Language Models

Dang Nguyen, Kien Do, Sunil Gupta, Svetha Venkatesh, Thin Nguyen

arxiv:2410.21717 v1 · 2024-10-29 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P7U2LGARS3QEZICSNO5E4OMUKW}

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

1 paper in Pith

Towards High Supervised Learning Utility Training Data Generation: Data Pruning and Column Reordering

Receipt and verification

First computed	2026-07-05T09:27:32.189650Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7fe9a5981196e04ca0526bba4e399455b759a0d17234d4855bd7e749aea9a955

Aliases

arxiv: 2410.21717 · arxiv_version: 2410.21717v1 · doi: 10.48550/arxiv.2410.21717 · pith_short_12: P7U2LGARS3QE · pith_short_16: P7U2LGARS3QEZICS · pith_short_8: P7U2LGAR

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/P7U2LGARS3QEZICSNO5E4OMUKW \
  | 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: 7fe9a5981196e04ca0526bba4e399455b759a0d17234d4855bd7e749aea9a955

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "636eb945ab4beaa0aa6b25ef05f5ad38f12519106ab75ae204d54dc43f4dc883",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-29T04:14:32Z",
    "title_canon_sha256": "4d01b0d73068139bd6d575a11bf961b934e25be02b07f0b10ccbbc30d82e8748"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.21717",
    "kind": "arxiv",
    "version": 1
  }
}