Pith Number

pith:IEB3XYOY

pith:2016:IEB3XYOYOEO5I33GSBBVBGKBG5

not attested not anchored not stored refs pending

Using Visual Analytics to Interpret Predictive Machine Learning Models

Adam Perer, Enrico Bertini, Josua Krause

arxiv:1606.05685 v2 · 2016-06-17 · stat.ML · 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{IEB3XYOYOEO5I33GSBBVBGKBG5}

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	2026-05-18T01:12:11.306995Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4103bbe1d8711dd46f669043509941376ba988fa810aa84a31fce2620403bdea

Aliases

arxiv: 1606.05685 · arxiv_version: 1606.05685v2 · doi: 10.48550/arxiv.1606.05685 · pith_short_12: IEB3XYOYOEO5 · pith_short_16: IEB3XYOYOEO5I33G · pith_short_8: IEB3XYOY

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/IEB3XYOYOEO5I33GSBBVBGKBG5 \
  | 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: 4103bbe1d8711dd46f669043509941376ba988fa810aa84a31fce2620403bdea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c932295c609791e0f03be4664721133d72781f61835c93d8c2871641ebbc5667",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-06-17T21:56:43Z",
    "title_canon_sha256": "08923246883d442ba2c950e7d22ff730b767239a49a006f7716bc93398e53952"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1606.05685",
    "kind": "arxiv",
    "version": 2
  }
}