Pith Number

pith:CMOK7AJW

pith:2018:CMOK7AJWJDX7AFPZYIGM5UYF47

not attested not anchored not stored refs pending

Deep Confidence: A Computationally Efficient Framework for Calculating Reliable Errors for Deep Neural Networks

Andreas Bender, Isidro Cortes-Ciriano

arxiv:1809.09060 v1 · 2018-09-24 · cs.LG · cs.AI · q-bio.QM · 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{CMOK7AJWJDX7AFPZYIGM5UYF47}

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	2026-05-18T00:02:44.265536Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

131caf813648eff015f9c20cced305e7fc50012a4e22e0d01ad0ca5e3ed9a7c2

Aliases

arxiv: 1809.09060 · arxiv_version: 1809.09060v1 · doi: 10.48550/arxiv.1809.09060 · pith_short_12: CMOK7AJWJDX7 · pith_short_16: CMOK7AJWJDX7AFPZ · pith_short_8: CMOK7AJW

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/CMOK7AJWJDX7AFPZYIGM5UYF47 \
  | 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: 131caf813648eff015f9c20cced305e7fc50012a4e22e0d01ad0ca5e3ed9a7c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1529d25345984ea2a6770ff101ba4f8d8d9508b2d708a38d49d61cbc1d076e3f",
    "cross_cats_sorted": [
      "cs.AI",
      "q-bio.QM",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-24T17:08:08Z",
    "title_canon_sha256": "48b56ddc95bae09d53aaa90034a92d1c1b00ea3b98feac7e45254acc1d55c43f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.09060",
    "kind": "arxiv",
    "version": 1
  }
}