Pith Number

pith:EMCP4DQ5

pith:2025:EMCP4DQ562SBP4YSA2GMZ3OZQA

not attested not anchored not stored refs pending

Generative Models for Synthetic Data: Transforming Data Mining in the GenAI Era

Dawei Li, Huan Liu, Ming Li, Tianyi Zhou, Xiangliang Zhang, Yue Huang

arxiv:2508.19570 v1 · 2025-08-27 · 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{EMCP4DQ562SBP4YSA2GMZ3OZQA}

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	2026-07-05T12:00:14.273604Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2304fe0e1df6a417f312068cccedd9802c3044a3915b1fe772996266d2f0268b

Aliases

arxiv: 2508.19570 · arxiv_version: 2508.19570v1 · doi: 10.48550/arxiv.2508.19570 · pith_short_12: EMCP4DQ562SB · pith_short_16: EMCP4DQ562SBP4YS · pith_short_8: EMCP4DQ5

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/EMCP4DQ562SBP4YSA2GMZ3OZQA \
  | 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: 2304fe0e1df6a417f312068cccedd9802c3044a3915b1fe772996266d2f0268b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99c2c1e07e72476c51a3fd4f0ed0bb78256dc41cbebc85e8609e62c97f8de39e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-27T05:04:07Z",
    "title_canon_sha256": "1d48557fcaf397c64243d9052eaed9da6356e56e4a8ba0157a9e4ced7b4a9b5d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.19570",
    "kind": "arxiv",
    "version": 1
  }
}