Pith Number

pith:MU47T4XC

pith:2024:MU47T4XCNYFJKV6W7HMLWT5GB6

not attested not anchored not stored refs pending

Towards Scalable and Deep Graph Neural Networks via Noise Masking

Bin Cui, Jiawei Jiang, Ling Yang, Quanqing Xu, Wentao Zhang, Yunhai Tong, Yuxuan Liang, Zeang Sheng

arxiv:2412.14602 v2 · 2024-12-19 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MU47T4XCNYFJKV6W7HMLWT5GB6}

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	2026-07-05T10:46:59.492883Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6539f9f2e26e0a9557d6f9d8bb4fa60f96a281d5d9474310e908ad1085c3d39c

Aliases

arxiv: 2412.14602 · arxiv_version: 2412.14602v2 · doi: 10.48550/arxiv.2412.14602 · pith_short_12: MU47T4XCNYFJ · pith_short_16: MU47T4XCNYFJKV6W · pith_short_8: MU47T4XC

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/MU47T4XCNYFJKV6W7HMLWT5GB6 \
  | 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: 6539f9f2e26e0a9557d6f9d8bb4fa60f96a281d5d9474310e908ad1085c3d39c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f33fe20e8ec8feae3c9a575544922e57e45983c750d1b04e407d3e579ba69fe",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-19T07:48:14Z",
    "title_canon_sha256": "5b6c1a27936e3a89a96c694edc5a5e7ed7ff71efb666819a6c2cc2aac08f9a38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14602",
    "kind": "arxiv",
    "version": 2
  }
}