Pith Number

pith:2E5GWNV5

pith:2022:2E5GWNV54IQK26XVW4SMWIP4A2

not attested not anchored not stored refs pending

Easy Begun is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout

Boyuan Zhang, Hongjun Wang, Jiyuan Chen, Lingyu Zhang, Renhe Jiang, Tong Pan, Xuan Song, Yi Xie, Zhongyi Wang, Zipei Fan

arxiv:2211.15182 v1 · 2022-11-28 · cs.LG · cs.AI · cs.DB

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2E5GWNV54IQK26XVW4SMWIP4A2}

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	2026-07-05T05:20:00.542303Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d13a6b36bde220ad7af5b724cb21fc06826182574c99f43ba4303c6de0ec69dc

Aliases

arxiv: 2211.15182 · arxiv_version: 2211.15182v1 · doi: 10.48550/arxiv.2211.15182 · pith_short_12: 2E5GWNV54IQK · pith_short_16: 2E5GWNV54IQK26XV · pith_short_8: 2E5GWNV5

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/2E5GWNV54IQK26XVW4SMWIP4A2 \
  | 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: d13a6b36bde220ad7af5b724cb21fc06826182574c99f43ba4303c6de0ec69dc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "41a995a5a161b266a5f960c920bb0c77cd523e0b00f54e4c135ad7945ef9530d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DB"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-28T09:47:46Z",
    "title_canon_sha256": "02da8e7c42d4e8181e2dc9f1017b20966d9388379d789254aa9b3d063b15a8ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.15182",
    "kind": "arxiv",
    "version": 1
  }
}