Pith Number

pith:YQ5YOV7U

pith:2025:YQ5YOV7UQSHATQZUXEVGFJBPSK

not attested not anchored not stored refs pending

CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer

Deli Zhao, Fugee Tsung, Jia Li, Jiashun Cheng, Yang Liu, Yu Rong, Zinan Zheng

arxiv:2502.19750 v1 · 2025-02-27 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YQ5YOV7UQSHATQZUXEVGFJBPSK}

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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

QuantWeather: Quantile-Aware Probabilistic Forecasting for Subseasonal Precipitation

WeatherSyn: An Instruction Tuning MLLM For Weather Forecasting Report Generation

Receipt and verification

First computed	2026-07-05T10:21:08.564226Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c43b8757f4848e09c334b92a62a42f92bf09aee5184fb5652787b6ee833667a3

Aliases

arxiv: 2502.19750 · arxiv_version: 2502.19750v1 · doi: 10.48550/arxiv.2502.19750 · pith_short_12: YQ5YOV7UQSHA · pith_short_16: YQ5YOV7UQSHATQZU · pith_short_8: YQ5YOV7U

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/YQ5YOV7UQSHATQZUXEVGFJBPSK \
  | 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: c43b8757f4848e09c334b92a62a42f92bf09aee5184fb5652787b6ee833667a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3fe147e231945313b6c9e46ab7bc2f99e13cf755f927ddf7e681a27263d4852a",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-27T04:26:23Z",
    "title_canon_sha256": "a6fc00214dbc3b315e07d61335eec5ace84c033c381e1583d54631914cfa455a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.19750",
    "kind": "arxiv",
    "version": 1
  }
}