Pith Number

pith:4ZA2KO6P

pith:2026:4ZA2KO6PG5CEABXSGRK66Q6MPJ

not attested not anchored not stored refs pending

Bayesian Experimental Design via Score Matching

Angus Phillips, Gavin Kerrigan, Tom Rainforth

arxiv:2607.08335 v1 · 2026-07-09 · 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{4ZA2KO6PG5CEABXSGRK66Q6MPJ}

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	2026-07-10T01:19:47.491384Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e641a53bcf37444006f23455ef43cc7a67b9aed2045402abf8ab71f860eafd3e

Aliases

arxiv: 2607.08335 · arxiv_version: 2607.08335v1 · doi: 10.48550/arxiv.2607.08335 · pith_short_12: 4ZA2KO6PG5CE · pith_short_16: 4ZA2KO6PG5CEABXS · pith_short_8: 4ZA2KO6P

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/4ZA2KO6PG5CEABXSGRK66Q6MPJ \
  | 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: e641a53bcf37444006f23455ef43cc7a67b9aed2045402abf8ab71f860eafd3e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1849c778fdbef0b576abbb77a48286a264c228e178f71c5abdffddb185d1781",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-07-09T10:21:06Z",
    "title_canon_sha256": "8f35be13b51b01892a73c8f8033628602ccb54b240b252fcbe67e092ff67bcbf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.08335",
    "kind": "arxiv",
    "version": 1
  }
}