Pith Number

pith:UMEMLHY4

pith:2025:UMEMLHY4VR5QNBSC72RROS6XPK

not attested not anchored not stored refs pending

Adapting OpenAI's CLIP Model for Few-Shot Image Inspection in Manufacturing Quality Control: An Expository Case Study with Multiple Application Examples

Bianca Maria Colosimo, Fadel M. Megahed, Hongyue Sun, Inez Zwetsloot, L. Allison Jones-Farmer, Marco Luigi Giuseppe Grasso, Sven Knoth, Ying-Ju Chen

arxiv:2501.12596 v2 · 2025-01-22 · cs.CV · stat.AP · stat.OT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UMEMLHY4VR5QNBSC72RROS6XPK}

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	2026-07-05T11:36:27.332458Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a308c59f1cac7b068642fea3174bd77aa5c02fbfe9aac663729d5964b2441f12

Aliases

arxiv: 2501.12596 · arxiv_version: 2501.12596v2 · doi: 10.48550/arxiv.2501.12596 · pith_short_12: UMEMLHY4VR5Q · pith_short_16: UMEMLHY4VR5QNBSC · pith_short_8: UMEMLHY4

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/UMEMLHY4VR5QNBSC72RROS6XPK \
  | 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: a308c59f1cac7b068642fea3174bd77aa5c02fbfe9aac663729d5964b2441f12

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3aa6a035972758f26d1d39ced8ab6fffa3fc351313c6ea9f5b19c7e81c28e1b5",
    "cross_cats_sorted": [
      "stat.AP",
      "stat.OT"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-22T02:45:30Z",
    "title_canon_sha256": "fc13a0b787ff8a0ef70d5f454510e6486a57b6686c3093b82ea729a5191fa2e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.12596",
    "kind": "arxiv",
    "version": 2
  }
}