Pith. sign in
Pith Number

pith:MK4DVIOA

pith:2025:MK4DVIOAG276ORLCJGVWBT7GAM
not attested not anchored not stored refs pending

Agent-based Condition Monitoring Assistance with Multimodal Industrial Database Retrieval Augmented Generation

Chang Liu, Daniel Str\"ombergsson, Fredrik Sandin, Karl L\"owenmark, Marcus Liwicki

arxiv:2506.09247 v1 · 2025-06-10 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MK4DVIOAG276ORLCJGVWBT7GAM}

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 2026-07-05T11:19:33.702609Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

62b83aa1c036bfe7456249ab60cfe60312e13b7707ec7b7871bcb36b3b902a51

Aliases

arxiv: 2506.09247 · arxiv_version: 2506.09247v1 · doi: 10.48550/arxiv.2506.09247 · pith_short_12: MK4DVIOAG276 · pith_short_16: MK4DVIOAG276ORLC · pith_short_8: MK4DVIOA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MK4DVIOAG276ORLCJGVWBT7GAM \
  | 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: 62b83aa1c036bfe7456249ab60cfe60312e13b7707ec7b7871bcb36b3b902a51
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5317065391bccc0ad7e606f5cc0cf7922c075587fe20ed6cf57334545a86458d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-10T21:04:18Z",
    "title_canon_sha256": "48428dadebfba797963833411d129374e171979b7708fc23cea3ab802d1fa061"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.09247",
    "kind": "arxiv",
    "version": 1
  }
}