Pith Number

pith:HIVWHKOS

pith:2023:HIVWHKOSPQPWMI7PX3LKN6RRPO

not attested not anchored not stored refs pending

BatchGNN: Efficient CPU-Based Distributed GNN Training on Very Large Graphs

Bo Wu, Ke Ding, Loc Hoang, Rita Brugarolas Brufau

arxiv:2306.13814 v1 · 2023-06-23 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HIVWHKOSPQPWMI7PX3LKN6RRPO}

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	2026-07-05T06:24:16.147748Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a2b63a9d27c1f6623efbed6a6fa317b9db8ecc1f77437b6b9cc73c313277d99

Aliases

arxiv: 2306.13814 · arxiv_version: 2306.13814v1 · doi: 10.48550/arxiv.2306.13814 · pith_short_12: HIVWHKOSPQPW · pith_short_16: HIVWHKOSPQPWMI7P · pith_short_8: HIVWHKOS

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/HIVWHKOSPQPWMI7PX3LKN6RRPO \
  | 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: 3a2b63a9d27c1f6623efbed6a6fa317b9db8ecc1f77437b6b9cc73c313277d99

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "246115ced8f0d7ea59a504f78c25f1f8cfc685ed2287987e1d1560e2a08c863e",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-23T23:25:34Z",
    "title_canon_sha256": "f2ab9d46cd3bc508a2cdfae2055a7ac7325c4af76d3c461c706e088c9493afd4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.13814",
    "kind": "arxiv",
    "version": 1
  }
}