Pith Number

pith:W7WVPK5K

pith:2020:W7WVPK5KZIBYIYWFKBM2CPX3RC

not attested not anchored not stored refs pending

Generative causal explanations of black-box classifiers

Christopher Rozell, Gregory Canal, Marissa Connor, Mark Davenport, Matthew O'Shaughnessy

arxiv:2006.13913 v2 · 2020-06-24 · 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{W7WVPK5KZIBYIYWFKBM2CPX3RC}

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.

Receipt and verification

First computed	2026-07-05T01:45:19.951791Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7ed57abaaca038462c55059a13efb889056824a3fa69222470373dc5c94c0f9

Aliases

arxiv: 2006.13913 · arxiv_version: 2006.13913v2 · doi: 10.48550/arxiv.2006.13913 · pith_short_12: W7WVPK5KZIBY · pith_short_16: W7WVPK5KZIBYIYWF · pith_short_8: W7WVPK5K

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/W7WVPK5KZIBYIYWFKBM2CPX3RC \
  | 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: b7ed57abaaca038462c55059a13efb889056824a3fa69222470373dc5c94c0f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84592b935082fb4be11f5d0de4732dfb9a5bf7d8a0feb9f1f5c71066bed646e9",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-24T17:45:52Z",
    "title_canon_sha256": "13be2d0facc28ac153891ad084fa3c3e3af2333785507acdb12254564ee434ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.13913",
    "kind": "arxiv",
    "version": 2
  }
}