Pith Number

pith:LIJFW2GD

pith:2018:LIJFW2GD2BKAV34HWCLF53I7MM

not attested not anchored not stored refs pending

Graph Convolutional Neural Networks via Motif-based Attention

Hao Peng, Jianxin Li, Philip S. Yu, Qiran Gong, Senzhang Wang, Yuanxing Ning

arxiv:1811.08270 v2 · 2018-11-11 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LIJFW2GD2BKAV34HWCLF53I7MM}

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	2026-05-17T23:52:51.520032Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a125b68c3d0540aef87b0965eed1f6335675502d25153a7bd62a35990b5a592

Aliases

arxiv: 1811.08270 · arxiv_version: 1811.08270v2 · doi: 10.48550/arxiv.1811.08270 · pith_short_12: LIJFW2GD2BKA · pith_short_16: LIJFW2GD2BKAV34H · pith_short_8: LIJFW2GD

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/LIJFW2GD2BKAV34HWCLF53I7MM \
  | 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: 5a125b68c3d0540aef87b0965eed1f6335675502d25153a7bd62a35990b5a592

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d67876a7ba17b1d4afff32c9e5c43a94d797fe1a0f31e17f9349e60801640d21",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-11T14:15:23Z",
    "title_canon_sha256": "0703409870ec1e6591c92e62aff48fe317ab75da4f1de859107c0739cf1f0eb0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.08270",
    "kind": "arxiv",
    "version": 2
  }
}