Pith Number

pith:FCMN6Z5J

pith:2020:FCMN6Z5JVM4LPJBTRCNWUN5FFM

not attested not anchored not stored refs pending

Human-interpretable model explainability on high-dimensional data

Christopher Frye, Damien de Mijolla, Ilya Feige, John Mansir, Markus Kunesch

arxiv:2010.07384 v2 · 2020-10-14 · 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{FCMN6Z5JVM4LPJBTRCNWUN5FFM}

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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

1 paper in Pith

ShapShift: Explaining Model Prediction Shifts with Subgroup Conditional Shapley Values

Receipt and verification

First computed	2026-07-05T03:41:57.925089Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2898df67a9ab38b7a433889b6a37a52b3522849c9f1e99c67cfa65c6fdafe0d6

Aliases

arxiv: 2010.07384 · arxiv_version: 2010.07384v2 · doi: 10.48550/arxiv.2010.07384 · pith_short_12: FCMN6Z5JVM4L · pith_short_16: FCMN6Z5JVM4LPJBT · pith_short_8: FCMN6Z5J

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/FCMN6Z5JVM4LPJBTRCNWUN5FFM \
  | 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: 2898df67a9ab38b7a433889b6a37a52b3522849c9f1e99c67cfa65c6fdafe0d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6dbb19e0b89d7bee73f96bb877efa09fd649ae6106e5adb9d1c9304247946e87",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-14T20:06:28Z",
    "title_canon_sha256": "90ffa1792b1fb1d4a70e5215c838e429ea269d5ba24e1de46111b208cfce77d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.07384",
    "kind": "arxiv",
    "version": 2
  }
}