Pith Number

pith:ZB6L4JOG

pith:2025:ZB6L4JOGCUB3IRYAMRVMSISONE

not attested not anchored not stored refs pending

Likelihood-Free Adaptive Bayesian Inference via Nonparametric Distribution Matching

Wenhui Sophia Lu, Wing Hung Wong

arxiv:2505.04603 v1 · 2025-05-07 · stat.ME · cs.LG · stat.CO · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZB6L4JOGCUB3IRYAMRVMSISONE}

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	2026-07-05T10:59:54.443548Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c87cbe25c61503b44700646ac9224e690138fbbff00dd0861e034a1e7560e1f2

Aliases

arxiv: 2505.04603 · arxiv_version: 2505.04603v1 · doi: 10.48550/arxiv.2505.04603 · pith_short_12: ZB6L4JOGCUB3 · pith_short_16: ZB6L4JOGCUB3IRYA · pith_short_8: ZB6L4JOG

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/ZB6L4JOGCUB3IRYAMRVMSISONE \
  | 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: c87cbe25c61503b44700646ac9224e690138fbbff00dd0861e034a1e7560e1f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e3e16efcf3e4c44cc214ec3363349828c2c948a2272729371d385e783b3c377",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.CO",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-05-07T17:50:14Z",
    "title_canon_sha256": "da224e136ea808442efb0ceb1de2ac518a3c37978ed56cd3e8fd0ed3d635b382"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.04603",
    "kind": "arxiv",
    "version": 1
  }
}