Pith Number

pith:3CDAF5B6

pith:2019:3CDAF5B6KAHMKSN6GVP374YDPL

not attested not anchored not stored refs pending

Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation

Ahsan S. Alvi, Binxin Ru, Jan Calliess, Michael A. Osborne, Stephen J. Roberts

arxiv:1901.10452 v3 · 2019-01-29 · stat.ML · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3CDAF5B6KAHMKSN6GVP374YDPL}

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	2026-05-17T23:44:57.567367Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d88602f43e500ec549be355fbff3037aec916c78ca708c8dea077587fcf98282

Aliases

arxiv: 1901.10452 · arxiv_version: 1901.10452v3 · doi: 10.48550/arxiv.1901.10452 · pith_short_12: 3CDAF5B6KAHM · pith_short_16: 3CDAF5B6KAHMKSN6 · pith_short_8: 3CDAF5B6

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/3CDAF5B6KAHMKSN6GVP374YDPL \
  | 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: d88602f43e500ec549be355fbff3037aec916c78ca708c8dea077587fcf98282

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b716b37a56bcffa7defdf3213fcf9deae8fb299e42b6fb15257bd589c56b9f41",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-01-29T18:56:59Z",
    "title_canon_sha256": "284c88ffffee4880be2c916362820f1dc2bbfdbb9e459eb8f020a94285b1d4bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.10452",
    "kind": "arxiv",
    "version": 3
  }
}