Pith Number

pith:YYPRFFMR

pith:2025:YYPRFFMRBESRZO2QDJ5BKUDSRH

not attested not anchored not stored refs pending

Using Generative Models to Produce Realistic Populations of UK Windstorms

Atta Badii, Kieran M. R. Hunt, Len Shaffrey, Ludovico Nicotina, Richard Dixon, Yee Chun Tsoi

arxiv:2501.16110 v1 · 2025-01-27 · physics.ao-ph · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YYPRFFMRBESRZO2QDJ5BKUDSRH}

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	2026-07-05T10:05:55.457926Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c61f12959109251cbb501a7a15507289d0ddfb4629fde5258f0a731ae842dd28

Aliases

arxiv: 2501.16110 · arxiv_version: 2501.16110v1 · doi: 10.48550/arxiv.2501.16110 · pith_short_12: YYPRFFMRBESR · pith_short_16: YYPRFFMRBESRZO2Q · pith_short_8: YYPRFFMR

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/YYPRFFMRBESRZO2QDJ5BKUDSRH \
  | 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: c61f12959109251cbb501a7a15507289d0ddfb4629fde5258f0a731ae842dd28

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "11079f4f0c723f59f016c9720919b3cbdcf5df84cecbc7d212fdfa43e6100901",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.ao-ph",
    "submitted_at": "2025-01-27T15:02:55Z",
    "title_canon_sha256": "e24752127bdb0fb5f11fe0a6559c6ce4d6a76152f2b63a47342338361e2ea488"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.16110",
    "kind": "arxiv",
    "version": 1
  }
}