Pith Number

pith:A47R7CTK

pith:2022:A47R7CTK4T2JBZ5EIUERJI2XOE

not attested not anchored not stored refs pending

Critic Sequential Monte Carlo

Adam Scibior, Berend Zwartsenberg, Frank Wood, Jonathan Wilder Lavington, Justice Sefas, Matthew Niedoba, Setareh Dabiri, Vasileios Lioutas, Yunpeng Liu

arxiv:2205.15460 v2 · 2022-05-30 · 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{A47R7CTK4T2JBZ5EIUERJI2XOE}

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.

Cited by

1 paper in Pith

Contrastive Distribution Matching for Amortized Sequential Monte Carlo in Discrete Diffusion

Receipt and verification

First computed	2026-07-05T05:34:46.563344Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

073f1f8a6ae4f490e7a4450914a357711a1132c21370eff3b3f1dc86698640c4

Aliases

arxiv: 2205.15460 · arxiv_version: 2205.15460v2 · doi: 10.48550/arxiv.2205.15460 · pith_short_12: A47R7CTK4T2J · pith_short_16: A47R7CTK4T2JBZ5E · pith_short_8: A47R7CTK

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/A47R7CTK4T2JBZ5EIUERJI2XOE \
  | 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: 073f1f8a6ae4f490e7a4450914a357711a1132c21370eff3b3f1dc86698640c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9830905c768ca9c3bffdb3f0b94f5f62fa6fa61288acf7e82f689e4c728e040d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-05-30T23:14:24Z",
    "title_canon_sha256": "8280a2d55db25d3933651efa66e56c6ccdaadebec35ce7deb813a4d7166a9e1a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.15460",
    "kind": "arxiv",
    "version": 2
  }
}