Pith Number

pith:BM3OQETF

pith:2025:BM3OQETFBJRX45YZC7UNWXNR2A

not attested not anchored not stored refs pending

Beyond data: leveraging non-empirical information and expert knowledge in Bayesian model calibration

Cailan Jeynes-Smith, Christopher Drovandi, Luz V. Pascal, Matthew P. Adams, Sarah A. Vollert

arxiv:2505.21934 v1 · 2025-05-28 · stat.ME · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BM3OQETFBJRX45YZC7UNWXNR2A}

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	2026-07-05T11:11:06.180534Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b36e812650a637e771917e8db5db1d00d594dc89cb14606f9682ca0edd83cb6

Aliases

arxiv: 2505.21934 · arxiv_version: 2505.21934v1 · doi: 10.48550/arxiv.2505.21934 · pith_short_12: BM3OQETFBJRX · pith_short_16: BM3OQETFBJRX45YZ · pith_short_8: BM3OQETF

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/BM3OQETFBJRX45YZC7UNWXNR2A \
  | 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: 0b36e812650a637e771917e8db5db1d00d594dc89cb14606f9682ca0edd83cb6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "efd911c29277a39ad41421dc783213b474dc0c610ea6f327b0b53d7eeb434952",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-05-28T03:38:59Z",
    "title_canon_sha256": "54d6f602b0b8f8127a93f50fc959282fdda932f6c64226a0cd28fa9009e831ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21934",
    "kind": "arxiv",
    "version": 1
  }
}