Pith Number

pith:NJEHVGKX

pith:2024:NJEHVGKX4AJ3S6KEQEZVAASHBQ

not attested not anchored not stored refs pending

SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation

Bin-Bin Gao, Chengjie Wang, Feng Zheng, Lizhuang Ma, Xi Jiang, Yong Liu, Zhenye Gan

arxiv:2412.20870 v2 · 2024-12-30 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NJEHVGKX4AJ3S6KEQEZVAASHBQ}

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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.

Cited by

1 paper in Pith

AnomalyClaw: A Universal Visual Anomaly Detection Agent via Tool-Grounded Refutation

Receipt and verification

First computed	2026-07-05T09:59:58.163561Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a487a9957e013b9794481335002470c1502f49425ceb0a866d18decbb406f56

Aliases

arxiv: 2412.20870 · arxiv_version: 2412.20870v2 · doi: 10.48550/arxiv.2412.20870 · pith_short_12: NJEHVGKX4AJ3 · pith_short_16: NJEHVGKX4AJ3S6KE · pith_short_8: NJEHVGKX

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/NJEHVGKX4AJ3S6KEQEZVAASHBQ \
  | 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: 6a487a9957e013b9794481335002470c1502f49425ceb0a866d18decbb406f56

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2359cf2ddf2880458be56c5e9d01287c57e6f9d7c43abe8abae31d73d9a3ac9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-30T11:16:49Z",
    "title_canon_sha256": "5526de640951b5f0828b67412d85e524d94b59ed9a5e46bb40e50eaef0a1ee32"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.20870",
    "kind": "arxiv",
    "version": 2
  }
}