Pith Number

pith:HLLB55K7

pith:2020:HLLB55K7K6YNZVHI2MHXTHRSH3

not attested not anchored not stored refs pending

Interpretable Machine Learning -- A Brief History, State-of-the-Art and Challenges

Bernd Bischl, Christoph Molnar, Giuseppe Casalicchio

arxiv:2010.09337 v1 · 2020-10-19 · 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{HLLB55K7K6YNZVHI2MHXTHRSH3}

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

Does the Model Say What the Data Says? A Simple Heuristic for Model Data Alignment

Receipt and verification

First computed	2026-07-05T03:50:13.386879Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ad61ef55f57b0dcd4e8d30f799e323ec92f31086b2da8b1928e5fc519b79048

Aliases

arxiv: 2010.09337 · arxiv_version: 2010.09337v1 · doi: 10.48550/arxiv.2010.09337 · pith_short_12: HLLB55K7K6YN · pith_short_16: HLLB55K7K6YNZVHI · pith_short_8: HLLB55K7

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/HLLB55K7K6YNZVHI2MHXTHRSH3 \
  | 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: 3ad61ef55f57b0dcd4e8d30f799e323ec92f31086b2da8b1928e5fc519b79048

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "36eb187362be72f0ab146bd52e9790c4cc47b6ca09d2879e0444e76ab200769b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-10-19T09:20:03Z",
    "title_canon_sha256": "0276d349c4c6bb27cc8a11e5831c3f35a995a21b95327281e7baaefa1fcf2366"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.09337",
    "kind": "arxiv",
    "version": 1
  }
}