Pith Number

pith:AVWHBNOA

pith:2026:AVWHBNOAWFPO3CXINUN5CJT77Z

not attested not anchored not stored refs pending

Retrieval-based and Fine-tuned LLM Approaches for Industrial Asset Health Monitoring and Decision Support

Seshu Kumar Damarla, Xiuli Zhu

arxiv:2607.24824 v1 · 2026-07-18 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AVWHBNOAWFPO3CXINUN5CJT77Z}

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	2026-07-29T00:24:46.594701Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

056c70b5c0b15eed8ae86d1bd1267ffe5bf260aee3030f0dc23c5cf6c2027037

Aliases

arxiv: 2607.24824 · arxiv_version: 2607.24824v1 · doi: 10.48550/arxiv.2607.24824 · pith_short_12: AVWHBNOAWFPO · pith_short_16: AVWHBNOAWFPO3CXI · pith_short_8: AVWHBNOA

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/AVWHBNOAWFPO3CXINUN5CJT77Z \
  | 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: 056c70b5c0b15eed8ae86d1bd1267ffe5bf260aee3030f0dc23c5cf6c2027037

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "899e64c84a7cdc3cecf226fc5b6067d60b5ff883663d23e2b7b30524d34cfe4c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2026-07-18T06:39:25Z",
    "title_canon_sha256": "0f14b1f64913063b92e7ee7914b7a8c29a75d404a18507c48c8eae10f1f81dd2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.24824",
    "kind": "arxiv",
    "version": 1
  }
}