Pith Number

pith:HV5SAGOY

pith:2024:HV5SAGOYKFCYWRYPT4P2HSBCZG

not attested not anchored not stored refs pending

On the Robustness of Global Feature Effect Explanations

Bernd Bischl, Giuseppe Casalicchio, Hubert Baniecki, Przemyslaw Biecek

arxiv:2406.09069 v2 · 2024-06-13 · cs.LG · 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{HV5SAGOYKFCYWRYPT4P2HSBCZG}

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	2026-07-05T11:43:55.600072Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d7b2019d851458b470f9f1fa3c822c9860db11d33b473bae5ec7be22250c877

Aliases

arxiv: 2406.09069 · arxiv_version: 2406.09069v2 · doi: 10.48550/arxiv.2406.09069 · pith_short_12: HV5SAGOYKFCY · pith_short_16: HV5SAGOYKFCYWRYP · pith_short_8: HV5SAGOY

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/HV5SAGOYKFCYWRYPT4P2HSBCZG \
  | 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: 3d7b2019d851458b470f9f1fa3c822c9860db11d33b473bae5ec7be22250c877

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c31874aa77af620ba076337d580c668af1a3975729813d5d0f9e3b9516e4dbc",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-13T12:54:53Z",
    "title_canon_sha256": "d3bdf2a1748f83356e08281383b8e15a8d9de1b70eec444e9bee58e32fc9cfbc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.09069",
    "kind": "arxiv",
    "version": 2
  }
}