Pith Number

pith:XBJ3QMNT

pith:2022:XBJ3QMNTCRKRY6H6NNEHDHKZSR

not attested not anchored not stored refs pending

Simulator-Based Inference with Waldo: Confidence Regions by Leveraging Prediction Algorithms and Posterior Estimators for Inverse Problems

Ann B. Lee, Luca Masserano, Mikael Kuusela, Rafael Izbicki, Tommaso Dorigo

arxiv:2205.15680 v4 · 2022-05-31 · 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{XBJ3QMNTCRKRY6H6NNEHDHKZSR}

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

Field-Level Comparison and Robustness Analysis of Cosmological N-body Simulations

Receipt and verification

First computed	2026-07-05T07:11:50.971636Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b853b831b314551c78fe6b48719d59947763ca3f70bb705879147654f8b633a8

Aliases

arxiv: 2205.15680 · arxiv_version: 2205.15680v4 · doi: 10.48550/arxiv.2205.15680 · pith_short_12: XBJ3QMNTCRKR · pith_short_16: XBJ3QMNTCRKRY6H6 · pith_short_8: XBJ3QMNT

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/XBJ3QMNTCRKRY6H6NNEHDHKZSR \
  | 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: b853b831b314551c78fe6b48719d59947763ca3f70bb705879147654f8b633a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c8141c714659713b3b319d9f5cdb00b6da882c6b32f3771ff447ec811b9872d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-05-31T10:43:18Z",
    "title_canon_sha256": "11ce23b9f83c6ee093e803f3b8eb4e141107cc5dd30da31fcbd1e1945e24de08"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.15680",
    "kind": "arxiv",
    "version": 4
  }
}