Pith Number

pith:5RIBYIL3

pith:2021:5RIBYIL3AZPRGMEDQGRMT7Q4IT

not attested not anchored not stored refs pending

Synthetic Benchmarks for Scientific Research in Explainable Machine Learning

Colin White, Sujay Khandagale, Willie Neiswanger, Yang Liu

arxiv:2106.12543 v4 · 2021-06-23 · cs.LG · cs.AI · 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{5RIBYIL3AZPRGMEDQGRMT7Q4IT}

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.

Cited by

1 paper in Pith

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models

Receipt and verification

First computed	2026-07-05T03:29:17.408376Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ec501c217b065f13308381a2c9fe1c44eabb964f81d6b82b00a99787fa07a9f2

Aliases

arxiv: 2106.12543 · arxiv_version: 2106.12543v4 · doi: 10.48550/arxiv.2106.12543 · pith_short_12: 5RIBYIL3AZPR · pith_short_16: 5RIBYIL3AZPRGMED · pith_short_8: 5RIBYIL3

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/5RIBYIL3AZPRGMEDQGRMT7Q4IT \
  | 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: ec501c217b065f13308381a2c9fe1c44eabb964f81d6b82b00a99787fa07a9f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "24a5805cec80b159a4da87aed8a2e83c56f70ec661c377a1d08216024fa97884",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-23T17:10:21Z",
    "title_canon_sha256": "56a367d757ea503e25849f83e2079f4466f562dc54915e6791895e80c87a1d55"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.12543",
    "kind": "arxiv",
    "version": 4
  }
}