Pith. sign in
Pith Number

pith:D36AVB2L

pith:2026:D36AVB2LCZ6LTT2OZPYAK75MND
not attested not anchored not stored refs pending

LLM Ensemble Fault Classification for Automotive HiL Validation

Andreas Rausch, Hamza Ouarrad, Mohammad Abboush

arxiv:2608.10710 v1 · 2026-08-11 · cs.SE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{D36AVB2LCZ6LTT2OZPYAK75MND}

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 2026-08-12T01:23:06.408463Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1efc0a874b167cb9cf4ecbf0057fac68f3557b0edb053e43f0f374e11433f1bf

Aliases

arxiv: 2608.10710 · arxiv_version: 2608.10710v1 · doi: 10.48550/arxiv.2608.10710 · pith_short_12: D36AVB2LCZ6L · pith_short_16: D36AVB2LCZ6LTT2O · pith_short_8: D36AVB2L
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/D36AVB2LCZ6LTT2OZPYAK75MND \
  | 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: 1efc0a874b167cb9cf4ecbf0057fac68f3557b0edb053e43f0f374e11433f1bf
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "164bdaac0186ef3316c9faa79e92b97d453a3e15c98aa294e139b9e78249e298",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-08-11T09:31:18Z",
    "title_canon_sha256": "13aabc9a13f0c285ba541dc59945e9631bea0b1a6bbbc0e72b0e081a3403c42f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.10710",
    "kind": "arxiv",
    "version": 1
  }
}