Pith Number

pith:LHT3NWRK

pith:2019:LHT3NWRKJPX7D3GWER4QTQZ3BF

not attested not anchored not stored refs pending

Towards neural networks that provably know when they don't know

Alexander Meinke, Matthias Hein

arxiv:1909.12180 v2 · 2019-09-26 · cs.LG · cs.CV · 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{LHT3NWRKJPX7D3GWER4QTQZ3BF}

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

AI Safety for Everyone

Receipt and verification

First computed	2026-07-05T00:42:42.993182Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59e7b6da2a4beff1ecd6247909c33b09712f0b448bb07c2edc452217f81f6798

Aliases

arxiv: 1909.12180 · arxiv_version: 1909.12180v2 · doi: 10.48550/arxiv.1909.12180 · pith_short_12: LHT3NWRKJPX7 · pith_short_16: LHT3NWRKJPX7D3GW · pith_short_8: LHT3NWRK

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/LHT3NWRKJPX7D3GWER4QTQZ3BF \
  | 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: 59e7b6da2a4beff1ecd6247909c33b09712f0b448bb07c2edc452217f81f6798

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5eb15f2ef4bb9fa1fd73c84053089ca9b113db1a88436dc281a4aafe48b4df04",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-26T15:20:08Z",
    "title_canon_sha256": "d2a850399f2724bca315ff6afd69f64b3f5e3d5dea1db0e074416c5158def6b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.12180",
    "kind": "arxiv",
    "version": 2
  }
}