Pith Number

pith:ILUSBTQZ

pith:2024:ILUSBTQZDQZGVLMAFN3ZULPT4G

not attested not anchored not stored refs pending

LogiCode: an LLM-Driven Framework for Logical Anomaly Detection

Weiming Shen, Xiaohao Xu, Yiheng Zhang, Yunkang Cao

arxiv:2406.04687 v1 · 2024-06-07 · cs.LG · 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{ILUSBTQZDQZGVLMAFN3ZULPT4G}

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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

2 papers in Pith

AnomalyGen: Enhancing Log-Based Anomaly Detection with Code-Guided Data Augmentation

PostureObjectstitch: Anomaly Image Generation Considering Assembly Relationships in Industrial Scenarios

Receipt and verification

First computed	2026-07-05T08:28:47.661904Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

42e920ce191c326aad802b779a2df3e19c1c15675504fe36570db8e96b87fa4b

Aliases

arxiv: 2406.04687 · arxiv_version: 2406.04687v1 · doi: 10.48550/arxiv.2406.04687 · pith_short_12: ILUSBTQZDQZG · pith_short_16: ILUSBTQZDQZGVLMA · pith_short_8: ILUSBTQZ

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/ILUSBTQZDQZGVLMAFN3ZULPT4G \
  | 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: 42e920ce191c326aad802b779a2df3e19c1c15675504fe36570db8e96b87fa4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92f6b6435570a8eec5010c0e75940834a948bbf82d802cbe5ec38621d158fc2f",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-07T07:01:06Z",
    "title_canon_sha256": "470a689534362980ecc831b013c0f89d55ef94a3f6eb170e3e097100a0bf4752"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.04687",
    "kind": "arxiv",
    "version": 1
  }
}