Pith Number

pith:RO2HCSGV

pith:2019:RO2HCSGV3GISCMJVC33CYRN2WH

not attested not anchored not stored refs pending

Study of Constrained Network Structures for WGANs on Numeric Data Generation

Chuang Wang, Tao Cui, Wei Wang, Yue Li

arxiv:1911.01649 v1 · 2019-11-05 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RO2HCSGV3GISCMJVC33CYRN2WH}

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	2026-07-05T01:01:21.455033Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8bb47148d5d99121313516f62c45bab1f04ba95524278bb53f395de6364c3e2e

Aliases

arxiv: 1911.01649 · arxiv_version: 1911.01649v1 · doi: 10.48550/arxiv.1911.01649 · pith_short_12: RO2HCSGV3GIS · pith_short_16: RO2HCSGV3GISCMJV · pith_short_8: RO2HCSGV

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/RO2HCSGV3GISCMJVC33CYRN2WH \
  | 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: 8bb47148d5d99121313516f62c45bab1f04ba95524278bb53f395de6364c3e2e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b14dc3a54cd6544b96b78bff5e6921f416175fcff7c722dfc459516df292e97c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-05T07:27:46Z",
    "title_canon_sha256": "5d34e3d8fb9f409dabc844e3318f52d6709ba842ec9a1738578bac22a51a6abf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.01649",
    "kind": "arxiv",
    "version": 1
  }
}