Pith Number

pith:LQBV775N

pith:2025:LQBV775NWMF7GUK3WZYN577DBQ

not attested not anchored not stored refs pending

Querying Large Automotive Software Models: Agentic vs. Direct LLM Approaches

Alois Knoll, Ansgar Radermacher, James Pontes Miranda, Lukasz Mazur, Nenad Petrovic, Robert Rasche

arxiv:2506.13171 v1 · 2025-06-16 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LQBV775NWMF7GUK3WZYN577DBQ}

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	2026-07-05T11:22:06.228232Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c035fffadb30bf3515bb670deffe30c2571740b76f86a0e3be14e6e37ba5f21

Aliases

arxiv: 2506.13171 · arxiv_version: 2506.13171v1 · doi: 10.48550/arxiv.2506.13171 · pith_short_12: LQBV775NWMF7 · pith_short_16: LQBV775NWMF7GUK3 · pith_short_8: LQBV775N

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/LQBV775NWMF7GUK3WZYN577DBQ \
  | 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: 5c035fffadb30bf3515bb670deffe30c2571740b76f86a0e3be14e6e37ba5f21

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29a138f45ea9341d6d5a7a5d7d5ad276c0f1798382144518e0c15d5bd541d0b2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-06-16T07:34:28Z",
    "title_canon_sha256": "8679074f66afbee3beeceab42c1859320aa66fe8e1c38773a2dec8bd875fdf26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.13171",
    "kind": "arxiv",
    "version": 1
  }
}