Pith Number

pith:Q5PSKN7K

pith:2025:Q5PSKN7KEL44QTYTCIFDAQ6JOC

not attested not anchored not stored refs pending

Limited Reference, Reliable Generation: A Two-Component Framework for Tabular Data Generation in Low-Data Regimes

Guangnan Ye, Hongbin Zhu, Hongfeng Chai, Hongyi Nie, Keyang Chen, Mingxuan Jiang, Qiuyang Zhang, Sen Liu, Yicun Liu, Yongsheng Zhao, Yongxin Wang, Zeping Li, Ziyue Dai

arxiv:2509.09960 v2 · 2025-09-12 · 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{Q5PSKN7KEL44QTYTCIFDAQ6JOC}

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.

Receipt and verification

First computed	2026-06-26T01:15:45.909864Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

875f2537ea22f9c84f13120a3043c970bcfd43d4281d914f27c1a65de9d4503c

Aliases

arxiv: 2509.09960 · arxiv_version: 2509.09960v2 · doi: 10.48550/arxiv.2509.09960 · pith_short_12: Q5PSKN7KEL44 · pith_short_16: Q5PSKN7KEL44QTYT · pith_short_8: Q5PSKN7K

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/Q5PSKN7KEL44QTYTCIFDAQ6JOC \
  | 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: 875f2537ea22f9c84f13120a3043c970bcfd43d4281d914f27c1a65de9d4503c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0cb99e914a60a902e9f0cfb622d414a23d9d96684ccd5cbc6251b4b8de43cfdf",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-12T04:34:46Z",
    "title_canon_sha256": "1c2ad88a3b2bc5c69b82ef4f306b03fdb38c6ecac86c7ad2f69eade83d83db90"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.09960",
    "kind": "arxiv",
    "version": 2
  }
}