Pith Number

pith:DHLB4Q2Q

pith:2023:DHLB4Q2QUAIAEXPOTJQARH5YYM

not attested not anchored not stored refs pending

Bayesian Safety Validation for Failure Probability Estimation of Black-Box Systems

Arthur Dubois, Maxime Gariel, Mykel J. Kochenderfer, Robert J. Moss

arxiv:2305.02449 v2 · 2023-05-03 · cs.LG · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DHLB4Q2QUAIAEXPOTJQARH5YYM}

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

Towards Unified Probabilistic Verification and Validation of Vision-Based Autonomy

Receipt and verification

First computed	2026-07-05T08:38:01.875389Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

19d61e4350a010025dee9a60089fb8c33a8ec26abfb8d92560674f3e573a9886

Aliases

arxiv: 2305.02449 · arxiv_version: 2305.02449v2 · doi: 10.48550/arxiv.2305.02449 · pith_short_12: DHLB4Q2QUAIA · pith_short_16: DHLB4Q2QUAIAEXPO · pith_short_8: DHLB4Q2Q

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/DHLB4Q2QUAIAEXPOTJQARH5YYM \
  | 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: 19d61e4350a010025dee9a60089fb8c33a8ec26abfb8d92560674f3e573a9886

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a85287bc09385e1c356e00f0d8d9939cfc29eeeef503d4cebe26e0c468d13b6",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-03T22:22:48Z",
    "title_canon_sha256": "22e456da45c00adb9a9eef367aeed8b7c6de195b9633cb450113c8247aa5ffd1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.02449",
    "kind": "arxiv",
    "version": 2
  }
}