Pith Number

pith:7PP4Q2JB

pith:2022:7PP4Q2JBV3P5CGEKOEY7CLL7DZ

not attested not anchored not stored refs pending

Radio Galaxy Classification with wGAN-Supported Augmentation

Florian Griese, Frank Gaede, Gregor Kasieczka, Janis Kummer, Kerstin Borras, Lennart Rustige, Marcus Br\"uggen, Patrick L. S. Connor, Peter Schleper

arxiv:2206.15131 v2 · 2022-06-30 · astro-ph.IM · astro-ph.GA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7PP4Q2JBV3P5CGEKOEY7CLL7DZ}

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

Radio Halo Detection in MWA Data using Deep Neural Networks and Generative Data Augmentation

Receipt and verification

First computed	2026-07-05T05:04:13.910996Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fbdfc86921aedfd1188a7131f12d7f1e73c590e85d0436181300399a15c5330e

Aliases

arxiv: 2206.15131 · arxiv_version: 2206.15131v2 · doi: 10.48550/arxiv.2206.15131 · pith_short_12: 7PP4Q2JBV3P5 · pith_short_16: 7PP4Q2JBV3P5CGEK · pith_short_8: 7PP4Q2JB

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/7PP4Q2JBV3P5CGEKOEY7CLL7DZ \
  | 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: fbdfc86921aedfd1188a7131f12d7f1e73c590e85d0436181300399a15c5330e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b6c35c1cebeac1a9e4737357dcc96a9538b3df86e97a1e84f8ce2cc31981849",
    "cross_cats_sorted": [
      "astro-ph.GA"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2022-06-30T08:52:30Z",
    "title_canon_sha256": "07acf4638636423987470d2e76d143c343b3c9550929e30a81e70101ab46832b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.15131",
    "kind": "arxiv",
    "version": 2
  }
}