Pith Number

pith:2IC7WF4E

pith:2019:2IC7WF4EMU3CY45BHDSCUCKKES

not attested not anchored not stored refs pending

Generative Parameter Sampler For Scalable Uncertainty Quantification

Jun S. Liu, Minsuk Shin, Young Lee

arxiv:1905.12440 v2 · 2019-05-28 · cs.LG · 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{2IC7WF4EMU3CY45BHDSCUCKKES}

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	2026-05-17T23:44:28.315399Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d205fb178465362c73a138e42a094a24ad82c035dc7c196036f5b883b9203eba

Aliases

arxiv: 1905.12440 · arxiv_version: 1905.12440v2 · doi: 10.48550/arxiv.1905.12440 · pith_short_12: 2IC7WF4EMU3C · pith_short_16: 2IC7WF4EMU3CY45B · pith_short_8: 2IC7WF4E

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/2IC7WF4EMU3CY45BHDSCUCKKES \
  | 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: d205fb178465362c73a138e42a094a24ad82c035dc7c196036f5b883b9203eba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43c9a3006f010a51e67a3b3f53331dd832333a69f0caa577dc846cb88c5edaa1",
    "cross_cats_sorted": [
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-28T06:52:51Z",
    "title_canon_sha256": "5341e0df6df800c0a48f86442bb8b5e31b801eca4fad5d0bed3fb38d66db64c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.12440",
    "kind": "arxiv",
    "version": 2
  }
}