Pith Number

pith:F3VDCAN7

pith:2024:F3VDCAN7HBZF6KVVXP6WJK2XVT

not attested not anchored not stored refs pending

A Survey of Data Synthesis Approaches

Chang-Sheng Kao, Hsin-Yu Chang, Hsuan-Yun Yu, Pei-Yu Chen, Tun-Hsiang Chou, Yen-Ting Lin, Yun-Nung Chen

arxiv:2407.03672 v1 · 2024-07-04 · 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{F3VDCAN7HBZF6KVVXP6WJK2XVT}

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

SynthGuard: Redefining Synthetic Data Generation with a Scalable and Privacy-Preserving Workflow Framework

Receipt and verification

First computed	2026-07-05T08:40:21.808796Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2eea3101bf38725f2ab5bbfd64ab57acd05b601fa89cdae5df9770d5ae8ecbe8

Aliases

arxiv: 2407.03672 · arxiv_version: 2407.03672v1 · doi: 10.48550/arxiv.2407.03672 · pith_short_12: F3VDCAN7HBZF · pith_short_16: F3VDCAN7HBZF6KVV · pith_short_8: F3VDCAN7

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/F3VDCAN7HBZF6KVVXP6WJK2XVT \
  | 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: 2eea3101bf38725f2ab5bbfd64ab57acd05b601fa89cdae5df9770d5ae8ecbe8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fff71e542027873e22f222a7845ce641e627b80a12ccb8b28261bc11ae9f358e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-04T06:37:09Z",
    "title_canon_sha256": "2a2e8abf04f9332ebeff7c1b7eb8d14e025d31189011fe643a3ea2ac2b093955"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.03672",
    "kind": "arxiv",
    "version": 1
  }
}