Pith Number

pith:LXH6SZYS

pith:2025:LXH6SZYSSKTX6AMAP5SITXBRXE

not attested not anchored not stored refs pending

Neighbor-Sampling Based Momentum Stochastic Methods for Training Graph Neural Networks

Gabriel Mancino-Ball, Molly Noel, Yangyang Xu

arxiv:2508.00267 v1 · 2025-08-01 · math.OC · 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{LXH6SZYSSKTX6AMAP5SITXBRXE}

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	2026-07-05T11:46:52.281348Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5dcfe9671292a77f01807f6489dc31b93dea891414305a0d60d26dfa1dd45a17

Aliases

arxiv: 2508.00267 · arxiv_version: 2508.00267v1 · doi: 10.48550/arxiv.2508.00267 · pith_short_12: LXH6SZYSSKTX · pith_short_16: LXH6SZYSSKTX6AMA · pith_short_8: LXH6SZYS

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/LXH6SZYSSKTX6AMAP5SITXBRXE \
  | 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: 5dcfe9671292a77f01807f6489dc31b93dea891414305a0d60d26dfa1dd45a17

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9bb28d59070b33c616c8f35d53253058aeb5b62fecd7009be896a29879e850a6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2025-08-01T02:22:03Z",
    "title_canon_sha256": "cdbfde23dc53440f2e402759013221cac9fef9f5c514890176ac6dd6402a81be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.00267",
    "kind": "arxiv",
    "version": 1
  }
}