Pith Number

pith:G4GEOTN6

pith:2023:G4GEOTN6O2Q62BPVEXIJVGBOH6

not attested not anchored not stored refs pending

Simulation-based Bayesian Inference from Privacy Protected Data

Nianqiao Phyllis Ju, Sanguo Zhang, Yifei Xiong

arxiv:2310.12781 v4 · 2023-10-19 · stat.ML · cs.LG · stat.CO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G4GEOTN6O2Q62BPVEXIJVGBOH6}

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	2026-07-05T10:41:10.844261Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

370c474dbe76a1ed05f525d09a982e3f977fd49dd24552e9c8bc6a8d4c7b758d

Aliases

arxiv: 2310.12781 · arxiv_version: 2310.12781v4 · doi: 10.48550/arxiv.2310.12781 · pith_short_12: G4GEOTN6O2Q6 · pith_short_16: G4GEOTN6O2Q62BPV · pith_short_8: G4GEOTN6

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/G4GEOTN6O2Q62BPVEXIJVGBOH6 \
  | 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: 370c474dbe76a1ed05f525d09a982e3f977fd49dd24552e9c8bc6a8d4c7b758d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0533455d087c114a6e498fbb3428b25edb417ef943fa38fd3bd5325e6b50023",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.CO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-10-19T14:34:17Z",
    "title_canon_sha256": "d343fa4961603564c1135b231cc8bbfba9220a69dd0e1f3d3e7b731eb10e7add"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.12781",
    "kind": "arxiv",
    "version": 4
  }
}