Pith. sign in
Pith Number

pith:N44RVE35

pith:2025:N44RVE352OFY46BAHN4KARBXZ2
not attested not anchored not stored refs pending

Detect, Classify, Act: Categorizing Industrial Anomalies with Multi-Modal Large Language Models

Arian Mousakhan, Jawad Tayyub, Sassan Mokhtar, Silvio Galesso, Thomas Brox

arxiv:2505.02626 v1 · 2025-05-05 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{N44RVE352OFY46BAHN4KARBXZ2}

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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.
Receipt and verification
First computed 2026-07-05T10:58:40.548642Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6f391a937dd38b8e78203b78a04437ceafd5b8808487d5160d691b06889973f2

Aliases

arxiv: 2505.02626 · arxiv_version: 2505.02626v1 · doi: 10.48550/arxiv.2505.02626 · pith_short_12: N44RVE352OFY · pith_short_16: N44RVE352OFY46BA · pith_short_8: N44RVE35
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/N44RVE352OFY46BAHN4KARBXZ2 \
  | 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: 6f391a937dd38b8e78203b78a04437ceafd5b8808487d5160d691b06889973f2
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2427d29499d9730848f05984106434dac30a9af3c9d31e398f52133e5b58bebf",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-05T13:08:25Z",
    "title_canon_sha256": "ee9ad360ad6b132028019797c36050994c1109a65c60c43bec7cef59957237a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.02626",
    "kind": "arxiv",
    "version": 1
  }
}