Pith Number

pith:OIULIWVF

pith:2025:OIULIWVFNUAIRNZ77RAYCU27AK

not attested not anchored not stored refs pending

PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments

Albert Scheck, Bernd Hofmann, Joerg Franke, Patrick Bruendl

arxiv:2508.14504 v1 · 2025-08-20 · cs.CV · 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{OIULIWVFNUAIRNZ77RAYCU27AK}

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	2026-07-05T11:56:33.199189Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7228b45aa56d0088b73ffc4181535f02b27b7e89aac4f31d7165570eb30ebadc

Aliases

arxiv: 2508.14504 · arxiv_version: 2508.14504v1 · doi: 10.48550/arxiv.2508.14504 · pith_short_12: OIULIWVFNUAI · pith_short_16: OIULIWVFNUAIRNZ7 · pith_short_8: OIULIWVF

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/OIULIWVFNUAIRNZ77RAYCU27AK \
  | 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: 7228b45aa56d0088b73ffc4181535f02b27b7e89aac4f31d7165570eb30ebadc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "739db66e84dca2adc34e8f5c5ee28c15801157c1f5b8ae2e7ddfa9105e03b7b9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-20T07:53:13Z",
    "title_canon_sha256": "9f871670b765c32b5ef238ab5f622a86845382a581e8caf6e4603fa813478e9d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.14504",
    "kind": "arxiv",
    "version": 1
  }
}