Pith Number

pith:FEQW5MXM

pith:2025:FEQW5MXMYJ5SW3YNOS7QCVKC6K

not attested not anchored not stored refs pending

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees

Cheng Shen, Yuewei Liu

arxiv:2504.17721 v1 · 2025-04-24 · cs.LG · 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{FEQW5MXMYJ5SW3YNOS7QCVKC6K}

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	2026-07-05T10:53:40.073233Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29216eb2ecc27b2b6f0d74bf015542f2b68776249a3d171ee98796334133c6b0

Aliases

arxiv: 2504.17721 · arxiv_version: 2504.17721v1 · doi: 10.48550/arxiv.2504.17721 · pith_short_12: FEQW5MXMYJ5S · pith_short_16: FEQW5MXMYJ5SW3YN · pith_short_8: FEQW5MXM

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/FEQW5MXMYJ5SW3YNOS7QCVKC6K \
  | 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: 29216eb2ecc27b2b6f0d74bf015542f2b68776249a3d171ee98796334133c6b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7fe8ff3da26892eba744b0149ef5969d6d89f5a3c332a509e7b20bf0ba2afbb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-24T16:33:56Z",
    "title_canon_sha256": "d21558e7f672cf0b22ecff63c7e8d4ea06953b8c5273a552cc5a2bb5b2ffd0ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.17721",
    "kind": "arxiv",
    "version": 1
  }
}