Pith Number

pith:ISZIPITD

pith:2021:ISZIPITD5SMU24ZBIFMECWXW6J

not attested not anchored not stored refs pending

SubseasonalClimateUSA: A Dataset for Subseasonal Forecasting and Benchmarking

Ernest Fraenkel, Franklyn Wang, Genevieve Flaspohler, Judah Cohen, Lester Mackey, Maria Geogdzhayeva, Miruna Oprescu, Paulo Orenstein, Sam Levang, Sean Knight, Soukayna Mouatadid

arxiv:2109.10399 v4 · 2021-09-21 · physics.ao-ph · 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{ISZIPITD5SMU24ZBIFMECWXW6J}

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

2 papers in Pith

RealBench: Benchmarking Data-Driven Numerical Weather Forecasting Under Operational Conditions and Extreme Event Challenges

TelecomTS: A Multi-Modal Observability Dataset for Time Series and Language Analysis

Receipt and verification

First computed	2026-07-05T07:33:46.205830Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

44b287a263ec994d73214158415af6f26e1c0c27e9e171d54bdea6d9fd1c4c6a

Aliases

arxiv: 2109.10399 · arxiv_version: 2109.10399v4 · doi: 10.48550/arxiv.2109.10399 · pith_short_12: ISZIPITD5SMU · pith_short_16: ISZIPITD5SMU24ZB · pith_short_8: ISZIPITD

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/ISZIPITD5SMU24ZBIFMECWXW6J \
  | 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: 44b287a263ec994d73214158415af6f26e1c0c27e9e171d54bdea6d9fd1c4c6a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2da6b9f6229b760c0942c0c1e70e99e3072ae14f04cb265d2488d0f3c5688d47",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.ao-ph",
    "submitted_at": "2021-09-21T18:42:10Z",
    "title_canon_sha256": "ac21329d4c93b272c5e114bcafb5849cd5a3a38cf2ea6c44a660dca2dc57727b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.10399",
    "kind": "arxiv",
    "version": 4
  }
}