Pith Number

pith:BL3XYHSW

pith:2026:BL3XYHSWCXDI7CB677CA6JWEWE

not attested not anchored not stored refs pending

Action-BED: Task-Driven Bayesian Experimental Design with Singly Intractable Objectives

Angus Phillips, Tom Rainforth, Tom Rossa

arxiv:2606.23662 v1 · 2026-06-22 · 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{BL3XYHSWCXDI7CB677CA6JWEWE}

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	2026-06-23T03:14:34.011108Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0af77c1e5615c68f883effc40f26c4b10619cb79e7cd98b345a06b647fdbc953

Aliases

arxiv: 2606.23662 · arxiv_version: 2606.23662v1 · doi: 10.48550/arxiv.2606.23662 · pith_short_12: BL3XYHSWCXDI · pith_short_16: BL3XYHSWCXDI7CB6 · pith_short_8: BL3XYHSW

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/BL3XYHSWCXDI7CB677CA6JWEWE \
  | 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: 0af77c1e5615c68f883effc40f26c4b10619cb79e7cd98b345a06b647fdbc953

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6072f69a96cc3a24d79f006380ad53e4e8b23e5063577e8736e8db908e1be7a4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-06-22T17:48:07Z",
    "title_canon_sha256": "785e81a93a2f493b5f5a493d15ba66ceba0f32c6f729398c80acca1e6b223fd8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.23662",
    "kind": "arxiv",
    "version": 1
  }
}