Pith Number

pith:WWKQAA62

pith:2025:WWKQAA62GDDOXMKMPEPQ5TXYFL

not attested not anchored not stored refs pending

Using In-Context Learning for Automatic Defect Labelling of Display Manufacturing Data

Babar Hussain, Bihai She, Dahai Yu, Gang Chen, Qiang Liu

arxiv:2506.04717 v1 · 2025-06-05 · cs.CV · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WWKQAA62GDDOXMKMPEPQ5TXYFL}

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	2026-07-05T11:16:19.339478Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5950003da30c6ebb14c791f0ecef82aff1cea7e86232ff13f98798dfe7dfb4b

Aliases

arxiv: 2506.04717 · arxiv_version: 2506.04717v1 · doi: 10.48550/arxiv.2506.04717 · pith_short_12: WWKQAA62GDDO · pith_short_16: WWKQAA62GDDOXMKM · pith_short_8: WWKQAA62

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/WWKQAA62GDDOXMKMPEPQ5TXYFL \
  | 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: b5950003da30c6ebb14c791f0ecef82aff1cea7e86232ff13f98798dfe7dfb4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "525decbffa27c16280a76c9430bb738c2dcfc1ae3e270039cb1afc973ba93b60",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-05T07:42:31Z",
    "title_canon_sha256": "0561af430344010b89f02967116f6da1fb3b261fb140baae4cb58fe4dd7b31a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.04717",
    "kind": "arxiv",
    "version": 1
  }
}