Pith Number

pith:55COL3QN

pith:2025:55COL3QN7U6JYER4DZ3DFHP7ZS

not attested not anchored not stored refs pending

Using Large Language Models to Suggest Informative Prior Distributions in Bayesian Statistics

Hugo L. Hammer, Kristoffer Herland Hellton, Michael A. Riegler, Vajira Thambawita

arxiv:2506.21964 v1 · 2025-06-27 · stat.ME · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{55COL3QN7U6JYER4DZ3DFHP7ZS}

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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.

Cited by

2 papers in Pith

The Prompt Engineering Report Distilled: Quick Start Guide for Life Sciences

Receipt and verification

First computed	2026-07-05T11:28:19.309887Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef44e5ee0dfd3c9c123c1e76329dffcc8225676f5f7a596b62bcbd17cd22bf3e

Aliases

arxiv: 2506.21964 · arxiv_version: 2506.21964v1 · doi: 10.48550/arxiv.2506.21964 · pith_short_12: 55COL3QN7U6J · pith_short_16: 55COL3QN7U6JYER4 · pith_short_8: 55COL3QN

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/55COL3QN7U6JYER4DZ3DFHP7ZS \
  | 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: ef44e5ee0dfd3c9c123c1e76329dffcc8225676f5f7a596b62bcbd17cd22bf3e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54cf20050463da43ca381ed8c5c144d70cc8f62dc1304f3ab505e7af42949d82",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-06-27T07:11:55Z",
    "title_canon_sha256": "69c4530dff8bfb82662b1c04151937d270e21cdd13698add7d5dabf56093fcf5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.21964",
    "kind": "arxiv",
    "version": 1
  }
}