Pith Number

pith:IBSFDRIP

pith:2023:IBSFDRIPRWCKXUTDG62MROVWXQ

not attested not anchored not stored refs pending

Parallel Coordinates for Discovery of Interpretable Machine Learning Models

Boris Kovalerchuk, Dustin Hayes

arxiv:2305.18434 v2 · 2023-05-28 · cs.LG · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IBSFDRIPRWCKXUTDG62MROVWXQ}

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	2026-07-05T07:16:42.190404Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

406451c50f8d84abd26337b4c8bab6bc3a769fa33b5bec550b6296c95ebeb68b

Aliases

arxiv: 2305.18434 · arxiv_version: 2305.18434v2 · doi: 10.48550/arxiv.2305.18434 · pith_short_12: IBSFDRIPRWCK · pith_short_16: IBSFDRIPRWCKXUTD · pith_short_8: IBSFDRIP

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/IBSFDRIPRWCKXUTDG62MROVWXQ \
  | 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: 406451c50f8d84abd26337b4c8bab6bc3a769fa33b5bec550b6296c95ebeb68b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4dec7533c599a0b832f71976efde78fe0c5769b55e1c2d20bdfcee2f109830f8",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-28T23:57:46Z",
    "title_canon_sha256": "ffad411c393e1f04189eaf0c36c94f14a03d70263b0b9e79a16067d84c96a643"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.18434",
    "kind": "arxiv",
    "version": 2
  }
}