pith. sign in
Pith Number

pith:LLYWB65Y

pith:2026:LLYWB65YIGHDTKFT3KBXP3UI63
not attested not anchored not stored refs pending

Wind Turbine Maintenance Log Labelling Framework: LLM-Driven Data Correction and Enrichment via Semantic Extraction of Reliability Intelligence

Alasdair McDonald, Andre Biscaya, Jonathan Shek, Max Malyi

arxiv:2605.31281 v1 · 2026-05-29 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{LLYWB65YIGHDTKFT3KBXP3UI63}

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 2026-06-01T01:04:08.603605Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5af160fbb8418e39a8b3da8377ee88f6f1844ea09bedfa6e35fed2222aa2121d

Aliases

arxiv: 2605.31281 · arxiv_version: 2605.31281v1 · doi: 10.48550/arxiv.2605.31281 · pith_short_12: LLYWB65YIGHD · pith_short_16: LLYWB65YIGHDTKFT · pith_short_8: LLYWB65Y
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LLYWB65YIGHDTKFT3KBXP3UI63 \
  | 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: 5af160fbb8418e39a8b3da8377ee88f6f1844ea09bedfa6e35fed2222aa2121d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7d409ee7c2ff91d0970abb93f859ee3fa79e4236b4f143f6253121281f831af2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-29T13:13:03Z",
    "title_canon_sha256": "830cff7c06d826644864ae714f281af8b594480af0db04b36afcbb33a37fcfe2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.31281",
    "kind": "arxiv",
    "version": 1
  }
}