Pith Number

pith:6NHJPE3Y

pith:2020:6NHJPE3Y7F3E4KSVUUYYHP6LPS

not attested not anchored not stored refs pending

Foundations of Bayesian Learning from Synthetic Data

Chris Holmes, Harrison Wilde, Jack Jewson, Sebastian Vollmer

arxiv:2011.08299 v2 · 2020-11-16 · cs.LG · stat.AP · 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{6NHJPE3Y7F3E4KSVUUYYHP6LPS}

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	2026-07-05T01:54:02.726375Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f34e979378f9764e2a55a53183bfcb7cbd3abbfac8d67e6fc1426ff723cce8e0

Aliases

arxiv: 2011.08299 · arxiv_version: 2011.08299v2 · doi: 10.48550/arxiv.2011.08299 · pith_short_12: 6NHJPE3Y7F3E · pith_short_16: 6NHJPE3Y7F3E4KSV · pith_short_8: 6NHJPE3Y

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/6NHJPE3Y7F3E4KSVUUYYHP6LPS \
  | 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: f34e979378f9764e2a55a53183bfcb7cbd3abbfac8d67e6fc1426ff723cce8e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76ad4fc9d938885f15f3ad6197f591c41dd524b65bb9e524c94eb560f6ea06d1",
    "cross_cats_sorted": [
      "stat.AP",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-16T21:49:17Z",
    "title_canon_sha256": "36f07f982210be86087e3673ebae6326f7abf56b44525fc1803ebc0f3c8270ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.08299",
    "kind": "arxiv",
    "version": 2
  }
}