Pith Number

pith:7X2RO72N

pith:2017:7X2RO72N2FWRH5SF6Z4G3OZIQI

not attested not anchored not stored refs pending

Inverse Classification for Comparison-based Interpretability in Machine Learning

Christophe Marsala, Marcin Detyniecki, Marie-Jeanne Lesot, Thibault Laugel, Xavier Renard

arxiv:1712.08443 v1 · 2017-12-22 · stat.ML · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7X2RO72N2FWRH5SF6Z4G3OZIQI}

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	2026-05-18T00:27:23.439556Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fdf5177f4dd16d13f645f6786dbb288229c95c3b1eb53c6bb0132a4fd812946a

Aliases

arxiv: 1712.08443 · arxiv_version: 1712.08443v1 · doi: 10.48550/arxiv.1712.08443 · pith_short_12: 7X2RO72N2FWR · pith_short_16: 7X2RO72N2FWRH5SF · pith_short_8: 7X2RO72N

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/7X2RO72N2FWRH5SF6Z4G3OZIQI \
  | 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: fdf5177f4dd16d13f645f6786dbb288229c95c3b1eb53c6bb0132a4fd812946a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c884cec309ddd4bf09ead956cdc19f64846896be4d7c1ae0ec7014ba9568f8e7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-12-22T13:51:21Z",
    "title_canon_sha256": "25f6cb072b38c4183329e6fc67cbbe46f0425b87800b49257e772d3ae3b671bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.08443",
    "kind": "arxiv",
    "version": 1
  }
}