Pith Number

pith:3J2BH52P

pith:2023:3J2BH52P6AXWEQM5NT6FBLAVF3

not attested not anchored not stored refs pending

LMC: Fast Training of GNNs via Subgraph Sampling with Provable Convergence

Jie Wang, Xize Liang, Zhihao Shi

arxiv:2302.00924 v4 · 2023-02-02 · 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{3J2BH52P6AXWEQM5NT6FBLAVF3}

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	2026-07-05T10:31:38.405955Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da7413f74ff02f62419d6cfc50ac152eeba857e2479a8c8f4d840ed209505bb0

Aliases

arxiv: 2302.00924 · arxiv_version: 2302.00924v4 · doi: 10.48550/arxiv.2302.00924 · pith_short_12: 3J2BH52P6AXW · pith_short_16: 3J2BH52P6AXWEQM5 · pith_short_8: 3J2BH52P

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/3J2BH52P6AXWEQM5NT6FBLAVF3 \
  | 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: da7413f74ff02f62419d6cfc50ac152eeba857e2479a8c8f4d840ed209505bb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81bd5a43c3a0d78159351c14248fa5ae8939d6d5278dbbaf04686427a2d39d4d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-02T07:52:34Z",
    "title_canon_sha256": "6edb90ed7121a59ef95f98de29a7f8ebe50998019b4a38efb7d49fd2ee4967d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.00924",
    "kind": "arxiv",
    "version": 4
  }
}