Pith Number

pith:7J3OC5E6

pith:2025:7J3OC5E6TFDOZDHOKPUFVOHQQJ

not attested not anchored not stored refs pending

Simulator Ensembles for Trustworthy Autonomous Driving Systems Testing

Andrea Stocco, Lev Sorokin, Matteo Biagiola

arxiv:2503.08936 v3 · 2025-03-11 · cs.SE · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7J3OC5E6TFDOZDHOKPUFVOHQQJ}

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

Constrained Co-evolutionary Metamorphic Differential Testing for Autonomous Systems with an Interpretability Approach

Receipt and verification

First computed	2026-07-10T01:19:37.980791Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa76e1749e9946ec8cee53e85ab8f0825c4d83a008b1bce832b7d1ae112b73fb

Aliases

arxiv: 2503.08936 · arxiv_version: 2503.08936v3 · doi: 10.48550/arxiv.2503.08936 · pith_short_12: 7J3OC5E6TFDO · pith_short_16: 7J3OC5E6TFDOZDHO · pith_short_8: 7J3OC5E6

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/7J3OC5E6TFDOZDHOKPUFVOHQQJ \
  | 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: fa76e1749e9946ec8cee53e85ab8f0825c4d83a008b1bce832b7d1ae112b73fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c804f54f56d8aac8348bfda775567992dba39e7c67383b32e28160582a119291",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-03-11T22:34:14Z",
    "title_canon_sha256": "a07cec634fd220b6dfd4b849d76910175f124de32e151319904d36a852ca3a07"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.08936",
    "kind": "arxiv",
    "version": 3
  }
}