Pith Number

pith:X2FQRYV2

pith:2023:X2FQRYV2OUZ5VVG5OSJPDP3IIS

not attested not anchored not stored refs pending

Morse Neural Networks for Uncertainty Quantification

Balaji Lakshminarayanan, Benoit Dherin, Huiyi Hu, Jie Ren, Michael W. Dusenberry

arxiv:2307.00667 v1 · 2023-07-02 · stat.ML · cs.AI · 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{X2FQRYV2OUZ5VVG5OSJPDP3IIS}

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

Benchmarking and Improving Monitors for Out-Of-Distribution Alignment Failure in LLMs

Receipt and verification

First computed	2026-07-05T06:26:58.808682Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be8b08e2ba7533dad4dd7492f1bf6844bdfeb335c1c71f1050582bfecce23f0d

Aliases

arxiv: 2307.00667 · arxiv_version: 2307.00667v1 · doi: 10.48550/arxiv.2307.00667 · pith_short_12: X2FQRYV2OUZ5 · pith_short_16: X2FQRYV2OUZ5VVG5 · pith_short_8: X2FQRYV2

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/X2FQRYV2OUZ5VVG5OSJPDP3IIS \
  | 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: be8b08e2ba7533dad4dd7492f1bf6844bdfeb335c1c71f1050582bfecce23f0d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b85b06fce5043e55e4654bd1dbc179f8ed0f8a40ac6ff58e52c18b37c3a229af",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-07-02T21:05:42Z",
    "title_canon_sha256": "60c88a75ae2f28e794d668d096127e9c8045a610c107a8619c89bf6c93512eae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.00667",
    "kind": "arxiv",
    "version": 1
  }
}