Pith Number

pith:UKNWMWXE

pith:2024:UKNWMWXEN4JISH5Y22PXZE7TJV

not attested not anchored not stored refs pending

RuleExplorer: A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers

Changjian Chen, Fan Yang, Hui Zhang, Jing Wu, Jun Yuan, Shixia Liu, Weikai Yang, Yao Ming, Zhen Li

arxiv:2409.03164 v2 · 2024-09-05 · cs.LG · cs.GR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UKNWMWXEN4JISH5Y22PXZE7TJV}

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	2026-07-05T09:55:34.523726Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a29b665ae46f12891fb8d69f7c93f34d6f1754050f29aa5b2ffe0ca63c650e1e

Aliases

arxiv: 2409.03164 · arxiv_version: 2409.03164v2 · doi: 10.48550/arxiv.2409.03164 · pith_short_12: UKNWMWXEN4JI · pith_short_16: UKNWMWXEN4JISH5Y · pith_short_8: UKNWMWXE

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/UKNWMWXEN4JISH5Y22PXZE7TJV \
  | 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: a29b665ae46f12891fb8d69f7c93f34d6f1754050f29aa5b2ffe0ca63c650e1e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd6325c34ae015ea076798f36b30c0f2fca4b108e5150222a23558efbf54a89b",
    "cross_cats_sorted": [
      "cs.GR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-05T01:48:11Z",
    "title_canon_sha256": "9057a2b77f90d3b1acd2a3435c102a810d882bdbf519e20a7e571b1fda79a4b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.03164",
    "kind": "arxiv",
    "version": 2
  }
}