Pith Number

pith:FHWGEF32

pith:2019:FHWGEF32EG3JE7YINIZPVGES5J

not attested not anchored not stored refs pending

Evaluating Explanation Without Ground Truth in Interpretable Machine Learning

Fan Yang, Mengnan Du, Xia Hu

arxiv:1907.06831 v2 · 2019-07-16 · cs.LG · cs.AI · cs.HC · 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{FHWGEF32EG3JE7YINIZPVGES5J}

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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

2 papers in Pith

Reliability, Faithfulness, and the Limits of Post-hoc Explanations of Opaque Scientific Models

Improving Explanations: Applying the Feature Understandability Scale for Cost-Sensitive Feature Selection

Receipt and verification

First computed	2026-07-04T23:57:50.859703Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29ec62177a21b6927f086a32fa9892ea590cf52e6f3de8a7d3ed59b9b4bf4637

Aliases

arxiv: 1907.06831 · arxiv_version: 1907.06831v2 · doi: 10.48550/arxiv.1907.06831 · pith_short_12: FHWGEF32EG3J · pith_short_16: FHWGEF32EG3JE7YI · pith_short_8: FHWGEF32

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/FHWGEF32EG3JE7YINIZPVGES5J \
  | 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: 29ec62177a21b6927f086a32fa9892ea590cf52e6f3de8a7d3ed59b9b4bf4637

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a70b646f9b5ce95a18c52ee88fb392134aa04ce2e09bba70cdbefcba0ef63ade",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-16T04:25:39Z",
    "title_canon_sha256": "bcfba4321b39e01baa99c36afa1c842e8ace83a58ecc733a93adb8568108fe2b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.06831",
    "kind": "arxiv",
    "version": 2
  }
}