Pith Number

pith:PBDEJ5H6

pith:2024:PBDEJ5H66PSL77TQHHHBJGVUMR

not attested not anchored not stored refs pending

Rate-Informed Discovery via Bayesian Adaptive Multifidelity Sampling

Aman Sinha, Payam Nikdel, Shimon Whiteson, Supratik Paul

arxiv:2411.17826 v1 · 2024-11-26 · cs.RO · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PBDEJ5H66PSL77TQHHHBJGVUMR}

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

Scenario Generation for Testing of Autonomous Driving Systems Using Real-World Failure Records

Receipt and verification

First computed	2026-07-05T09:41:07.437436Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

784644f4fef3e4bffe7039ce149ab46459569911d1adfb77e2f058cb79b46bb9

Aliases

arxiv: 2411.17826 · arxiv_version: 2411.17826v1 · doi: 10.48550/arxiv.2411.17826 · pith_short_12: PBDEJ5H66PSL · pith_short_16: PBDEJ5H66PSL77TQ · pith_short_8: PBDEJ5H6

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/PBDEJ5H66PSL77TQHHHBJGVUMR \
  | 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: 784644f4fef3e4bffe7039ce149ab46459569911d1adfb77e2f058cb79b46bb9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9bbe7827b3883a646f7df79ea175f4b459a3a2809ed6cd90e4237d4e957d468",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2024-11-26T19:05:46Z",
    "title_canon_sha256": "f4f610673ad1267bd1a6e43a86192e440a6f46400427ec09a9e9e9d134a7c73f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17826",
    "kind": "arxiv",
    "version": 1
  }
}