Pith Number

pith:S2SNNJTR

pith:2025:S2SNNJTRGSPNKA5QWY2T3TLEIE

not attested not anchored not stored refs pending

Are requirements really all you need? A case study of LLM-driven configuration code generation for automotive simulations

Alois Knoll, Andre Schamschurko, Fengjunjie Pan, Krzysztof Lebioda, Nenad Petrovic, Vahid Zolfaghari

arxiv:2505.13263 v1 · 2025-05-19 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S2SNNJTRGSPNKA5QWY2T3TLEIE}

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.

Cited by

1 paper in Pith

GenAI for Automotive Software Development: From Requirements to Wheels

Receipt and verification

First computed	2026-07-05T11:05:27.376779Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

96a4d6a671349ed503b0b6353dcd64410b78d5882fbb9b195cb6a3052ca812eb

Aliases

arxiv: 2505.13263 · arxiv_version: 2505.13263v1 · doi: 10.48550/arxiv.2505.13263 · pith_short_12: S2SNNJTRGSPN · pith_short_16: S2SNNJTRGSPNKA5Q · pith_short_8: S2SNNJTR

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/S2SNNJTRGSPNKA5QWY2T3TLEIE \
  | 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: 96a4d6a671349ed503b0b6353dcd64410b78d5882fbb9b195cb6a3052ca812eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4f72e2e5c8ec485de0d8f3a0b5e563f4347191eeeb90db1f7dd12181301db35",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-05-19T15:44:24Z",
    "title_canon_sha256": "a8e0c65e1e659b377b082a74a5d501d88ec0b6e5d2ae90511de405f093b9ee81"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.13263",
    "kind": "arxiv",
    "version": 1
  }
}