Pith Number

pith:KAYVYRDK

pith:2022:KAYVYRDKYECMXSS6PRUMKAMULH

not attested not anchored not stored refs pending

Fast and robust Bayesian Inference using Gaussian Processes with GPry

Christian Fidler, Jes\'us Torrado, Jonas El Gammal, Nils Sch\"oneberg

arxiv:2211.02045 v2 · 2022-11-03 · astro-ph.CO · astro-ph.IM · stat.ME · 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{KAYVYRDKYECMXSS6PRUMKAMULH}

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

Posterior sampling in the Age of Emulators

Receipt and verification

First computed	2026-07-05T10:37:19.469167Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50315c446ac104cbca5e7c68c5019459e07192c81ca15ae5d9eaaf9975d0f7f7

Aliases

arxiv: 2211.02045 · arxiv_version: 2211.02045v2 · doi: 10.48550/arxiv.2211.02045 · pith_short_12: KAYVYRDKYECM · pith_short_16: KAYVYRDKYECMXSS6 · pith_short_8: KAYVYRDK

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/KAYVYRDKYECMXSS6PRUMKAMULH \
  | 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: 50315c446ac104cbca5e7c68c5019459e07192c81ca15ae5d9eaaf9975d0f7f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "074fc3387046a7f2bce6de28f65f5e782f07f6718e64b3545630251f8426c024",
    "cross_cats_sorted": [
      "astro-ph.IM",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.CO",
    "submitted_at": "2022-11-03T17:57:45Z",
    "title_canon_sha256": "cafca512b92ed7c841b0b8175c9712e58d9c77fdb3652662279f1c373d3500d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.02045",
    "kind": "arxiv",
    "version": 2
  }
}