Pith Number

pith:ZGKXDRMK

pith:2017:ZGKXDRMKMTPEE2QYDVL4N6E2FI

not attested not anchored not stored refs pending

Towards Better Analysis of Machine Learning Models: A Visual Analytics Perspective

Jun Zhu, Mengchen Liu, Shixia Liu, Xiting Wang

arxiv:1702.01226 v1 · 2017-02-04 · cs.LG · 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{ZGKXDRMKMTPEE2QYDVL4N6E2FI}

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	2026-05-18T00:51:24.095576Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c99571c58a64de426a181d57c6f89a2a35bd3c0215909857f3c7a76e7c2702df

Aliases

arxiv: 1702.01226 · arxiv_version: 1702.01226v1 · doi: 10.48550/arxiv.1702.01226 · pith_short_12: ZGKXDRMKMTPE · pith_short_16: ZGKXDRMKMTPEE2QY · pith_short_8: ZGKXDRMK

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/ZGKXDRMKMTPEE2QYDVL4N6E2FI \
  | 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: c99571c58a64de426a181d57c6f89a2a35bd3c0215909857f3c7a76e7c2702df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be22ecf23f90462fdda0c7664f9ff03e43f4f34349660b20f6f0d023561ea8d3",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-02-04T02:23:55Z",
    "title_canon_sha256": "7215a5660eb8a8cfb657406808c8d04ac48e6d87c9ed2a96b8ffe06cee5b2725"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1702.01226",
    "kind": "arxiv",
    "version": 1
  }
}