Pith Number

pith:NWIQTFRW

pith:2018:NWIQTFRWQL5N7GJVY3JX662XRD

not attested not anchored not stored refs pending

Unsupervised Detection and Explanation of Latent-class Contextual Anomalies

Gr\'egoire Montavon, Jacob Kauffmann, Klaus-Robert M\"uller, Luiz Alberto Lima, Nico G\"ornitz, Shinichi Nakajima

arxiv:1806.11326 v1 · 2018-06-29 · 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{NWIQTFRWQL5N7GJVY3JX662XRD}

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	2026-05-18T00:12:02.902288Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d9109963682fadf9935c6d37f7b5788e416aabf677ad18dc6bfda0f7ca6c752

Aliases

arxiv: 1806.11326 · arxiv_version: 1806.11326v1 · doi: 10.48550/arxiv.1806.11326 · pith_short_12: NWIQTFRWQL5N · pith_short_16: NWIQTFRWQL5N7GJV · pith_short_8: NWIQTFRW

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/NWIQTFRWQL5N7GJVY3JX662XRD \
  | 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: 6d9109963682fadf9935c6d37f7b5788e416aabf677ad18dc6bfda0f7ca6c752

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb819ec1a638c4ca131b0f1a425d327a4c5a4729641c97609e15d63e83b68a36",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-06-29T09:53:35Z",
    "title_canon_sha256": "3848a297f9c9809031446b839f1f2977ad2c7552c77ddf3f5182b89944958b68"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.11326",
    "kind": "arxiv",
    "version": 1
  }
}