Pith Number

pith:OUC6WTZU

pith:2025:OUC6WTZUBIJWYSBJ6UZCHDHEOY

not attested not anchored not stored refs pending

Triad: Empowering LMM-based Anomaly Detection with Vision Expert-guided Visual Tokenizer and Manufacturing Process

Chen Xu, Guangming Shi, Haolin Wang, Ming Liu, Qizhang Li, Shihao Yuan, Wangmeng Zuo, Yuanze Li

arxiv:2503.13184 v2 · 2025-03-17 · cs.CV

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

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\usepackage{pith}
\pithnumber{OUC6WTZUBIJWYSBJ6UZCHDHEOY}

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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

OmniAD: Detect and Understand Industrial Anomaly via Multimodal Reasoning

Receipt and verification

First computed	2026-07-05T11:52:18.895742Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7505eb4f340a136c4829f532238ce47625da3c588591bd490d2c7e46f4010b70

Aliases

arxiv: 2503.13184 · arxiv_version: 2503.13184v2 · doi: 10.48550/arxiv.2503.13184 · pith_short_12: OUC6WTZUBIJW · pith_short_16: OUC6WTZUBIJWYSBJ · pith_short_8: OUC6WTZU

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/OUC6WTZUBIJWYSBJ6UZCHDHEOY \
  | 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: 7505eb4f340a136c4829f532238ce47625da3c588591bd490d2c7e46f4010b70

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "17d0e2a277fe6f554e7d43c4fd5820ca75dfbfa84ac6aa11bae86649609c6fdf",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-17T13:56:57Z",
    "title_canon_sha256": "e44ebd81a9c082e837850038e6838dca9db484d97f9dc97e5f4c040a5ed5727b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.13184",
    "kind": "arxiv",
    "version": 2
  }
}