Pith Number

pith:JPUBRCN2

pith:2026:JPUBRCN2S3GAFB7WC5ZYPWQRAT

not attested not anchored not stored refs pending

Constrained Bayesian Experimental Design via Online Planning

Ayush Bharti, Daolang Huang, Sammie Katt, Samuel Kaski, Xinyu Zhang, Yujia Guo

arxiv:2605.26990 v1 · 2026-05-26 · stat.ML · 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{JPUBRCN2S3GAFB7WC5ZYPWQRAT}

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	2026-05-27T01:06:23.059890Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4be81889ba96cc0287f6177387da1104fea5ee69fa37471d1e306073f3748702

Aliases

arxiv: 2605.26990 · arxiv_version: 2605.26990v1 · doi: 10.48550/arxiv.2605.26990 · pith_short_12: JPUBRCN2S3GA · pith_short_16: JPUBRCN2S3GAFB7W · pith_short_8: JPUBRCN2

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/JPUBRCN2S3GAFB7WC5ZYPWQRAT \
  | 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: 4be81889ba96cc0287f6177387da1104fea5ee69fa37471d1e306073f3748702

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "405d0f6ea57d185cf34a51d8db6ae856a06d90d729ce9fdd1738774f865281a8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-05-26T13:13:28Z",
    "title_canon_sha256": "7a8201cae24d6d0754ac8b834a7ad95598950b97c59810e642c588c4dbecfac9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.26990",
    "kind": "arxiv",
    "version": 1
  }
}