Pith Number

pith:KEPSVN4I

pith:2026:KEPSVN4ILROVQWA5ATBZHFVKZL

not attested not anchored not stored refs pending

Global Logic and Local Search: Dual-Stream Multimodal In-Context Learning for Verifiable Industrial Anomaly Detection

Caifeng Shan, Fang Zhao, Hongsong Wang, Runzhi Deng, Xixi Liu, Yiming Zhong, Yundi Hu, Zhao Wang

arxiv:2607.03817 v1 · 2026-07-04 · 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{KEPSVN4ILROVQWA5ATBZHFVKZL}

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	2026-07-07T02:18:08.948365Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

511f2ab7885c5d58581d04c39396aacadf686a13840022feed5558465b86590f

Aliases

arxiv: 2607.03817 · arxiv_version: 2607.03817v1 · doi: 10.48550/arxiv.2607.03817 · pith_short_12: KEPSVN4ILROV · pith_short_16: KEPSVN4ILROVQWA5 · pith_short_8: KEPSVN4I

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/KEPSVN4ILROVQWA5ATBZHFVKZL \
  | 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: 511f2ab7885c5d58581d04c39396aacadf686a13840022feed5558465b86590f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "442728a6506f346feb660517e0d89130c24fc01dae5d599f1a7b8433cc332a6d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-04T11:05:57Z",
    "title_canon_sha256": "73620d9397dc87c56b7b33502e60d73beebc3f2275fa7a01a251928370b946c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.03817",
    "kind": "arxiv",
    "version": 1
  }
}