Pith Number

pith:MDH3R3AA

pith:2019:MDH3R3AABGWVCPTMGDT4WPRKWQ

not attested not anchored not stored refs pending

Interpretable machine learning: definitions, methods, and applications

Bin Yu, Chandan Singh, Karl Kumbier, Reza Abbasi-Asl, W. James Murdoch

arxiv:1901.04592 v1 · 2019-01-14 · stat.ML · cs.AI · cs.LG · stat.AP

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MDH3R3AABGWVCPTMGDT4WPRKWQ}

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

3 papers in Pith

Self-explainable Operator Learning for Discovering Spatial Patterns in Functional Data

Global Aggregations of Local Explanations for Black Box models

Explainable AI for Jet Tagging: A Comparative Study of GNNExplainer, GNNShap, and GradCAM for Jet Tagging in the Lund Jet Plane

Receipt and verification

First computed	2026-07-05T00:19:06.797085Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60cfb8ec0009ad513e6c30e7cb3e2ab42738a4968d87c5798773989b2f7ee190

Aliases

arxiv: 1901.04592 · arxiv_version: 1901.04592v1 · doi: 10.48550/arxiv.1901.04592 · pith_short_12: MDH3R3AABGWV · pith_short_16: MDH3R3AABGWVCPTM · pith_short_8: MDH3R3AA

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/MDH3R3AABGWVCPTMGDT4WPRKWQ \
  | 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: 60cfb8ec0009ad513e6c30e7cb3e2ab42738a4968d87c5798773989b2f7ee190

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "969733c2da123636d09f4c038ad1ad1f797ea112a01d43b0acbc27a1ef714e0b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.AP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-01-14T22:35:26Z",
    "title_canon_sha256": "166d67a4fade74ccc408ef2514b6ab38c272ad61aa9318fd40fd25c3a6147df7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.04592",
    "kind": "arxiv",
    "version": 1
  }
}