Pith Number

pith:LAJVPTZB

pith:2020:LAJVPTZBGISY4W3AA7BH4WF6NT

not attested not anchored not stored refs pending

Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness

Balaji Lakshminarayanan, Dustin Tran, Jeremiah Zhe Liu, Shreyas Padhy, Tania Bedrax-Weiss, Zi Lin

arxiv:2006.10108 v2 · 2020-06-17 · cs.LG · 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{LAJVPTZBGISY4W3AA7BH4WF6NT}

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

3 papers in Pith

PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media

Confident in a Confidence Score: Investigating the Sensitivity of Confidence Scores to Supervised Fine-Tuning

Language Models (Mostly) Know What They Know

Receipt and verification

First computed	2026-07-05T01:46:01.896194Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

581357cf2132258e5b6007c27e58be6cc72e73fcb49707c67e12642173a5a2d5

Aliases

arxiv: 2006.10108 · arxiv_version: 2006.10108v2 · doi: 10.48550/arxiv.2006.10108 · pith_short_12: LAJVPTZBGISY · pith_short_16: LAJVPTZBGISY4W3A · pith_short_8: LAJVPTZB

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/LAJVPTZBGISY4W3AA7BH4WF6NT \
  | 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: 581357cf2132258e5b6007c27e58be6cc72e73fcb49707c67e12642173a5a2d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2588f03f1cee95548435ea8b4035d9a0cbea5b3d60c8b69af6abb23b342f54f1",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-17T19:18:22Z",
    "title_canon_sha256": "26bfe928aa988e1356ba130d4ec05f81265ca0ec1cb0d56d60c797cac2f7d292"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.10108",
    "kind": "arxiv",
    "version": 2
  }
}