Pith Number

pith:KHOSHQZJ

pith:2019:KHOSHQZJGADINCYCDMWZ3TLHAC

not attested not anchored not stored refs pending

Requirements-driven Test Generation for Autonomous Vehicles with Machine Learning Components

Cumhur Erkan Tuncali, Danil Prokhorov, Georgios Fainekos, Hisahiro Ito, James Kapinski

arxiv:1908.01094 v1 · 2019-08-02 · cs.RO · cs.LG · 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{KHOSHQZJGADINCYCDMWZ3TLHAC}

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	2026-07-04T23:51:27.152875Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51dd23c3293006868b021b2d9dcd670095be203b9cc5d470f5d52f7460b8ea76

Aliases

arxiv: 1908.01094 · arxiv_version: 1908.01094v1 · doi: 10.48550/arxiv.1908.01094 · pith_short_12: KHOSHQZJGADI · pith_short_16: KHOSHQZJGADINCYC · pith_short_8: KHOSHQZJ

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/KHOSHQZJGADINCYCDMWZ3TLHAC \
  | 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: 51dd23c3293006868b021b2d9dcd670095be203b9cc5d470f5d52f7460b8ea76

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c53c83ad8f370ff0715723b2e7187a95c3a7f0b4635bbadbda5c69d1eeacee23",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2019-08-02T23:59:26Z",
    "title_canon_sha256": "ea6714bf36451f8fce1cd4a8f523ab03b78ddb3dac8ef6ce24fc2dc43d30ba97"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.01094",
    "kind": "arxiv",
    "version": 1
  }
}