Pith Number

pith:2DEPLIQJ

pith:2021:2DEPLIQJDYDTAFK52VFMYE6FS7

not attested not anchored not stored refs pending

Why Are You Weird? Infusing Interpretability in Isolation Forest for Anomaly Detection

Cl\'ement Gautrais, Nirmal Sobha Kartha, Vincent Vercruyssen

arxiv:2112.06858 v1 · 2021-12-13 · 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{2DEPLIQJDYDTAFK52VFMYE6FS7}

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	2026-07-05T03:40:17.695165Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0c8f5a2091e0730155dd54acc13c597dfbebce10da62676fe8b6b15265f0bff

Aliases

arxiv: 2112.06858 · arxiv_version: 2112.06858v1 · doi: 10.48550/arxiv.2112.06858 · pith_short_12: 2DEPLIQJDYDT · pith_short_16: 2DEPLIQJDYDTAFK5 · pith_short_8: 2DEPLIQJ

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/2DEPLIQJDYDTAFK52VFMYE6FS7 \
  | 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: d0c8f5a2091e0730155dd54acc13c597dfbebce10da62676fe8b6b15265f0bff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb5163f08e89ac4d05d2dcb908c76b9eaadb648d06b881681b03cb1c12c52061",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-13T18:16:18Z",
    "title_canon_sha256": "28ec988305b876727ca547e5391292ea62cb307716e66eb0fca6d3e4ae63b615"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.06858",
    "kind": "arxiv",
    "version": 1
  }
}