Pith Number

pith:UTQGH5KR

pith:2025:UTQGH5KRUI4UZPY7DOA2RYEC23

not attested not anchored not stored refs pending

CRPS-LAM: Probabilistic Regional Weather Forecasting with Continuous Ranked Probability Score

Erik Larsson, Fredrik Lindsten, Joel Oskarsson, Tomas Landelius

arxiv:2510.09484 v3 · 2025-10-10 · 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{UTQGH5KRUI4UZPY7DOA2RYEC23}

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	2026-06-30T01:17:27.557947Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4e063f551a2394cbf1f1b81a8e082d6dfa56911ca80790d2a2a0c634e652540

Aliases

arxiv: 2510.09484 · arxiv_version: 2510.09484v3 · doi: 10.48550/arxiv.2510.09484 · pith_short_12: UTQGH5KRUI4U · pith_short_16: UTQGH5KRUI4UZPY7 · pith_short_8: UTQGH5KR

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/UTQGH5KRUI4UZPY7DOA2RYEC23 \
  | 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: a4e063f551a2394cbf1f1b81a8e082d6dfa56911ca80790d2a2a0c634e652540

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31c5da47ef65c7ad88d8fe2e78518a15437be9e947eb322a28de55186a3a09fe",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-10T15:48:31Z",
    "title_canon_sha256": "9bcc4bb6b6743a986e89477caf46b5341c43b4f10d99e1004a365855bfedd92b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.09484",
    "kind": "arxiv",
    "version": 3
  }
}