Pith Number

pith:CQENP32L

pith:2018:CQENP32LV4PCADW2Z5RBYQDPYH

not attested not anchored not stored refs pending

Manifold: A Model-Agnostic Framework for Interpretation and Diagnosis of Machine Learning Models

David S. Ebert, Jiawei Zhang, Lezhi Li, Piero Molino, Yang Wang

arxiv:1808.00196 v1 · 2018-08-01 · cs.LG · 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{CQENP32LV4PCADW2Z5RBYQDPYH}

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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.

Receipt and verification

First computed	2026-05-17T23:56:09.740010Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1408d7ef4baf1e200edacf621c406fc1f4c6dcc140e492a06d7a3c7d1389d9e8

Aliases

arxiv: 1808.00196 · arxiv_version: 1808.00196v1 · doi: 10.48550/arxiv.1808.00196 · pith_short_12: CQENP32LV4PC · pith_short_16: CQENP32LV4PCADW2 · pith_short_8: CQENP32L

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/CQENP32LV4PCADW2Z5RBYQDPYH \
  | 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: 1408d7ef4baf1e200edacf621c406fc1f4c6dcc140e492a06d7a3c7d1389d9e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cbccee220e61a23bc1435355d43dbdc753b806a8f8a6a7e583508eadb5329d86",
    "cross_cats_sorted": [
      "cs.HC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-08-01T07:04:08Z",
    "title_canon_sha256": "99099e99bfacf4f561c39cb5b8336a2849a005d4aa2734605be8d1f62ca4e9f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1808.00196",
    "kind": "arxiv",
    "version": 1
  }
}