Pith Number

pith:LHBDE6HA

pith:2020:LHBDE6HABO2VYZ6ROQVECSCVX7

not attested not anchored not stored refs pending

Improve black-box sequential anomaly detector relevancy with limited user feedback

Laurent Callot, Lifan Chen, Luyang Kong, Ming Chen, Parminder Bhatia

arxiv:2009.07241 v1 · 2020-09-15 · 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{LHBDE6HABO2VYZ6ROQVECSCVX7}

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	2026-07-05T01:35:42.035026Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59c23278e00bb55c67d1742a414855bfcda33d2537c702e8033a3862e5c21ad9

Aliases

arxiv: 2009.07241 · arxiv_version: 2009.07241v1 · doi: 10.48550/arxiv.2009.07241 · pith_short_12: LHBDE6HABO2V · pith_short_16: LHBDE6HABO2VYZ6R · pith_short_8: LHBDE6HA

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/LHBDE6HABO2VYZ6ROQVECSCVX7 \
  | 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: 59c23278e00bb55c67d1742a414855bfcda33d2537c702e8033a3862e5c21ad9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c4009fa9370f3ce9d0fc79ec6c0611f232415f1db9608b1552c0e7b1dff42f1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-09-15T17:26:38Z",
    "title_canon_sha256": "849cac72071db389de2ba64edc6d465ceea50d80ec727b3193762e0acb3463e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.07241",
    "kind": "arxiv",
    "version": 1
  }
}