Pith Number

pith:NDYXSRP6

pith:2025:NDYXSRP6CCQD7HZF5FEBYACEU2

not attested not anchored not stored refs pending

EIAD: Explainable Industrial Anomaly Detection Via Multi-Modal Large Language Models

Jiacheng Ruan, Ting Liu, Xian Gao, Yuzhuo Fu, Zongyun Zhang

arxiv:2503.14162 v2 · 2025-03-18 · 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{NDYXSRP6CCQD7HZF5FEBYACEU2}

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.

Cited by

2 papers in Pith

AD-Copilot: A Vision-Language Assistant for Industrial Anomaly Detection via Visual In-context Comparison

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

Receipt and verification

First computed	2026-07-05T11:03:58.210202Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

68f17945fe10a03f9f25e9481c0044a69e17cb85954ee8ae1acbc680b257062c

Aliases

arxiv: 2503.14162 · arxiv_version: 2503.14162v2 · doi: 10.48550/arxiv.2503.14162 · pith_short_12: NDYXSRP6CCQD · pith_short_16: NDYXSRP6CCQD7HZF · pith_short_8: NDYXSRP6

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/NDYXSRP6CCQD7HZF5FEBYACEU2 \
  | 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: 68f17945fe10a03f9f25e9481c0044a69e17cb85954ee8ae1acbc680b257062c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0aa10b1153376b69747a5a526befcff49f91916f69a4e6784fb71314c9de3d9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-18T11:33:29Z",
    "title_canon_sha256": "fef03feabfb50046c39b17e3699f5889dff06b1566709571292e10fc5a17a9ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.14162",
    "kind": "arxiv",
    "version": 2
  }
}