Pith Number

pith:RY4YAJTK

pith:2019:RY4YAJTKKUY5J26WOA4IWVO7RZ

not attested not anchored not stored refs pending

Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks

Chao Ma, Da Zheng, George Karypis, Jinjing Zhou, Jinyang Li, Lingfan Yu, Minjie Wang, Mufei Li, Quan Gan, Tianjun Xiao, Tong He, Xiang Song, Yu Gai, Zheng Zhang, Zihao Ye

arxiv:1909.01315 v2 · 2019-09-03 · 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{RY4YAJTKKUY5J26WOA4IWVO7RZ}

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

23 papers in Pith

Learning Spatial-Preserving Hierarchical Representations for Digital Pathology

How Hard Is It for Message-Passing GNNs to Simulate One Weisfeiler-Lehman Color-Refinement Step?

Pretrained Event Classification Model for High Energy Physics Analysis

Software and computing for Run 3 of the ATLAS experiment at the LHC

Modal Decomposition and Identification for a Population of Structures Using Physics-Informed Graph Neural Networks and Transformers

Receipt and verification

First computed	2026-05-24T00:36:43.203848Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e3980266a5531d4ebd670388b55df8e4a724d7946a95aaf720417a6c9200f48

Aliases

arxiv: 1909.01315 · arxiv_version: 1909.01315v2 · doi: 10.48550/arxiv.1909.01315 · pith_short_12: RY4YAJTKKUY5 · pith_short_16: RY4YAJTKKUY5J26W · pith_short_8: RY4YAJTK

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/RY4YAJTKKUY5J26WOA4IWVO7RZ \
  | 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: 8e3980266a5531d4ebd670388b55df8e4a724d7946a95aaf720417a6c9200f48

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da9ce96895e01d100e59b494121304f84daf5e1b5168cddb805cc441ba70d6fd",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-03T17:10:28Z",
    "title_canon_sha256": "973533cd0d06abd5f689b047583fde247a86a87c98ddd5dc4d7c1ba6cc811686"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.01315",
    "kind": "arxiv",
    "version": 2
  }
}