Pith Number

pith:5CGGRUPQ

pith:2023:5CGGRUPQ6ITGPJXYFNX7ALBJAT

not attested not anchored not stored refs pending

Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting

Bo Xiong, Flora D. Salim, Guangsi Shi, Liang Zhao, Lingfei Wu, Ming Jin, Qingsong Wen, Shirui Pan, Tian Zhou, Yuan-Fang Li

arxiv:2305.06587 v3 · 2023-05-11 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5CGGRUPQ6ITGPJXYFNX7ALBJAT}

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

Real-E: A Foundation Benchmark for Advancing Robust and Generalizable Electricity Forecasting

Receipt and verification

First computed	2026-07-05T10:18:31.799932Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e88c68d1f0f22667a6f82b6ff02c2904ca5525e445b185a37b02517722a865ea

Aliases

arxiv: 2305.06587 · arxiv_version: 2305.06587v3 · doi: 10.48550/arxiv.2305.06587 · pith_short_12: 5CGGRUPQ6ITG · pith_short_16: 5CGGRUPQ6ITGPJXY · pith_short_8: 5CGGRUPQ

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/5CGGRUPQ6ITGPJXYFNX7ALBJAT \
  | 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: e88c68d1f0f22667a6f82b6ff02c2904ca5525e445b185a37b02517722a865ea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "70e7a0b2bf7b8cb0d29d9916bc75f244e1c10e4ac277542146495b898b986dc3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-11T05:56:38Z",
    "title_canon_sha256": "4bf85f06138c4297419125b3a1a321e965d85fb83eec46df11c4d0c1ca17e8c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.06587",
    "kind": "arxiv",
    "version": 3
  }
}