Pith Number

pith:CB7Q2WMT

pith:2024:CB7Q2WMTUB6VIT75ORWAZLREZF

not attested not anchored not stored refs pending

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis

Martin Atzmueller, Patricia Windler, Tim Bohne

arxiv:2412.00146 v1 · 2024-11-28 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CB7Q2WMTUB6VIT75ORWAZLREZF}

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	2026-07-05T09:42:36.922963Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

107f0d5993a07d544ffd746c0cae24c94c6294ca1006a97ac13ab3e57430700f

Aliases

arxiv: 2412.00146 · arxiv_version: 2412.00146v1 · doi: 10.48550/arxiv.2412.00146 · pith_short_12: CB7Q2WMTUB6V · pith_short_16: CB7Q2WMTUB6VIT75 · pith_short_8: CB7Q2WMT

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/CB7Q2WMTUB6VIT75ORWAZLREZF \
  | 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: 107f0d5993a07d544ffd746c0cae24c94c6294ca1006a97ac13ab3e57430700f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "543a9516ca6f4a157540d725ea8f8a6a2df7b93d1be04a863a7513e022fa8147",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-28T23:42:46Z",
    "title_canon_sha256": "dcf4b19870ded41db09b8b4a1fbe23c67e080a596129534170e292e0da916436"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00146",
    "kind": "arxiv",
    "version": 1
  }
}