Pith Number

pith:AW2YKMNH

pith:2026:AW2YKMNHY43BL2ADVBSJESJEF3

not attested not anchored not stored refs pending

A Generative Approach for Improving Multi-Label Defect Classification in Photovoltaic Modules

Abdul Mueez, Shruti Vyas, Yogesh S. Rawat

arxiv:2608.12725 v1 · 2026-08-13 · 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{AW2YKMNHY43BL2ADVBSJESJEF3}

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	2026-08-14T00:47:11.593052Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05b58531a7c73615e803a8649249242ef369cf6d238ee54731283093f5274b68

Aliases

arxiv: 2608.12725 · arxiv_version: 2608.12725v1 · doi: 10.48550/arxiv.2608.12725 · pith_short_12: AW2YKMNHY43B · pith_short_16: AW2YKMNHY43BL2AD · pith_short_8: AW2YKMNH

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/AW2YKMNHY43BL2ADVBSJESJEF3 \
  | 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: 05b58531a7c73615e803a8649249242ef369cf6d238ee54731283093f5274b68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9856a114b1e2aba18936f6cb73b5976426141b1994d4d894d069613649d939da",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-08-13T02:12:57Z",
    "title_canon_sha256": "f40d7bdcb6db032f85821f105ee72571288052b0e716437bf214439b99bf0adc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.12725",
    "kind": "arxiv",
    "version": 1
  }
}