Pith Number

pith:5LQR55MK

pith:2025:5LQR55MKHJEKANA6ZT4T4EBZVJ

not attested not anchored not stored refs pending

A Survey on the Applications of Generative Artificial Intelligence in Automated Driving Systems Test Scenario Generation Methods

(2) National Key Laboratory of Automotive Chassis Integration, Arno Eichberger (1) ((1) Institute of Automotive Engineering, Austria, Bionics, Graz, Graz University of Technology, Hexuan Li, Jilin University), Ji Zhou (1), Nan Xu (2), Yixian Hu, Yongqi Zhao (1), Zhengguo Gu (1)

arxiv:2512.15422 v2 · 2025-12-17 · 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{5LQR55MKHJEKANA6ZT4T4EBZVJ}

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	2026-06-09T02:07:15.609647Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eae11ef58a3a48a0341eccf93e1039aa4d1092f3f6a268118507c9c4dcaa1474

Aliases

arxiv: 2512.15422 · arxiv_version: 2512.15422v2 · doi: 10.48550/arxiv.2512.15422 · pith_short_12: 5LQR55MKHJEK · pith_short_16: 5LQR55MKHJEKANA6 · pith_short_8: 5LQR55MK

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/5LQR55MKHJEKANA6ZT4T4EBZVJ \
  | 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: eae11ef58a3a48a0341eccf93e1039aa4d1092f3f6a268118507c9c4dcaa1474

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8064baedd77f22366bb7e0ac86cd11fece91484ed4f3acb75141e3372cece64b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-12-17T13:14:15Z",
    "title_canon_sha256": "de97f4c791142d830336b265ca60fb9f2c7f0053bbed74c6eb721636dfe5fcb8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.15422",
    "kind": "arxiv",
    "version": 2
  }
}