Pith Number

pith:VLB3FK2O

pith:2022:VLB3FK2OY72UBCOXFGL2LWWUEL

not attested not anchored not stored refs pending

Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View

En Zhu, Hu Jin, Jingcan Duan, Jingtao Hu, Pei Zhang, Siwei Wang, Yue Liu, Zhibin Dong

arxiv:2212.00535 v2 · 2022-12-01 · 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{VLB3FK2OY72UBCOXFGL2LWWUEL}

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	2026-07-05T05:21:45.751964Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aac3b2ab4ec7f54089d72997a5dad422d7c786299b46fa4cb4763ae77e43d180

Aliases

arxiv: 2212.00535 · arxiv_version: 2212.00535v2 · doi: 10.48550/arxiv.2212.00535 · pith_short_12: VLB3FK2OY72U · pith_short_16: VLB3FK2OY72UBCOX · pith_short_8: VLB3FK2O

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/VLB3FK2OY72UBCOXFGL2LWWUEL \
  | 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: aac3b2ab4ec7f54089d72997a5dad422d7c786299b46fa4cb4763ae77e43d180

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4760c870ce983cd4265b1ab4e6990dfd31a504348d9f67500e9766f567c7468a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-01T14:39:41Z",
    "title_canon_sha256": "ea2ad664edded85e2d67ae54ebf392f8a37379fa0ca29000c0d267df5cbb2ab8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.00535",
    "kind": "arxiv",
    "version": 2
  }
}