Pith Number

pith:GQHZ5NU6

pith:2022:GQHZ5NU6SQYB2DGJSF3SQRWTVX

not attested not anchored not stored refs pending

Black-Box Safety Validation of Autonomous Systems: A Multi-Fidelity Reinforcement Learning Approach

Ali Baheri, Jared J. Beard

arxiv:2203.03451 v3 · 2022-03-07 · eess.SY · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GQHZ5NU6SQYB2DGJSF3SQRWTVX}

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

Validate the Dream Before You Trust Its Verdict: Admissibility for World-Model Simulators

Receipt and verification

First computed	2026-07-05T05:47:14.914816Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

340f9eb69e94301d0cc991772846d3add4dcd70ffbfc643602c3da647af71031

Aliases

arxiv: 2203.03451 · arxiv_version: 2203.03451v3 · doi: 10.48550/arxiv.2203.03451 · pith_short_12: GQHZ5NU6SQYB · pith_short_16: GQHZ5NU6SQYB2DGJ · pith_short_8: GQHZ5NU6

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/GQHZ5NU6SQYB2DGJSF3SQRWTVX \
  | 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: 340f9eb69e94301d0cc991772846d3add4dcd70ffbfc643602c3da647af71031

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "49af44068e712ebc8c01e37242b569b0bfcaf65af30edc6552fb463017d95698",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2022-03-07T15:12:00Z",
    "title_canon_sha256": "1cef792965f3e37cc6c4b122fb08adf9ca9b8d6d97adda50b29ecbc19269244d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.03451",
    "kind": "arxiv",
    "version": 3
  }
}