Pith Number

pith:GWI3IVCB

pith:2023:GWI3IVCBSPPCXFBIRTLG5E7KTG

not attested not anchored not stored refs pending

CuTS: Customizable Tabular Synthetic Data Generation

Mark Vero, Martin Vechev, Mislav Balunovi\'c

arxiv:2307.03577 v4 · 2023-07-07 · cs.LG · cs.DB · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GWI3IVCBSPPCXFBIRTLG5E7KTG}

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

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

Receipt and verification

First computed	2026-07-05T08:26:12.703958Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3591b4544193de2b94288cd66e93ea99afc16ec5a69558ed9dfb4aad23d3c2dd

Aliases

arxiv: 2307.03577 · arxiv_version: 2307.03577v4 · doi: 10.48550/arxiv.2307.03577 · pith_short_12: GWI3IVCBSPPC · pith_short_16: GWI3IVCBSPPCXFBI · pith_short_8: GWI3IVCB

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/GWI3IVCBSPPCXFBIRTLG5E7KTG \
  | 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: 3591b4544193de2b94288cd66e93ea99afc16ec5a69558ed9dfb4aad23d3c2dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1c28a1af62e77d64f4cda1757569dcce5b48e69d2cf92cbd5e4c9a382a9aa7a",
    "cross_cats_sorted": [
      "cs.DB",
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-07T13:10:23Z",
    "title_canon_sha256": "1f6b1b140255cfaa436b934ba67302fb56718a991e58526a3d6c8e4dfa9eeedd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.03577",
    "kind": "arxiv",
    "version": 4
  }
}