Pith Number

pith:ETSFXEH4

pith:2018:ETSFXEH4GRWLX43RB6BA5XUWLA

not attested not anchored not stored refs pending

Predictive Uncertainty Estimation via Prior Networks

Andrey Malinin, Mark Gales

arxiv:1802.10501 v4 · 2018-02-28 · 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{ETSFXEH4GRWLX43RB6BA5XUWLA}

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

2 papers in Pith

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning

Ensemble-Based Dirichlet Modeling for Predictive Uncertainty and Selective Classification

Receipt and verification

First computed	2026-05-17T23:59:32.977859Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24e45b90fc346cbbf3710f820ede96581f1867d8c361f3ca2f8785917f776259

Aliases

arxiv: 1802.10501 · arxiv_version: 1802.10501v4 · doi: 10.48550/arxiv.1802.10501 · pith_short_12: ETSFXEH4GRWL · pith_short_16: ETSFXEH4GRWLX43R · pith_short_8: ETSFXEH4

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/ETSFXEH4GRWLX43RB6BA5XUWLA \
  | 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: 24e45b90fc346cbbf3710f820ede96581f1867d8c361f3ca2f8785917f776259

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e77c79a66ff65a16f8a0167881c8eacaacb452f6332ac07280f54d6cbdbe481",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-02-28T16:06:19Z",
    "title_canon_sha256": "24f88db651a098d04a8c8cb7f7e3d01e3a87dbd466e1eb60309523a609c46408"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.10501",
    "kind": "arxiv",
    "version": 4
  }
}