Pith Number

pith:XBVPQL5G

pith:2025:XBVPQL5GTT3S5QRGWJQMXXZTVM

not attested not anchored not stored refs pending

Forest-Guided Clustering -- Shedding Light into the Random Forest Black Box

Dominik Thalmeier, Gregor Miller, Helena Pelin, Lisa Barros de Andrade e Sousa, Marie Piraud, Ronan Le Gleut

arxiv:2507.19455 v1 · 2025-07-25 · 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{XBVPQL5GTT3S5QRGWJQMXXZTVM}

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	2026-07-05T11:43:25.553129Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b86af82fa69cf72ec226b260cbdf33ab2a76b5e94718b71899f186cb7ccfd3cd

Aliases

arxiv: 2507.19455 · arxiv_version: 2507.19455v1 · doi: 10.48550/arxiv.2507.19455 · pith_short_12: XBVPQL5GTT3S · pith_short_16: XBVPQL5GTT3S5QRG · pith_short_8: XBVPQL5G

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/XBVPQL5GTT3S5QRGWJQMXXZTVM \
  | 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: b86af82fa69cf72ec226b260cbdf33ab2a76b5e94718b71899f186cb7ccfd3cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc13d099194636cff98a39e5a2556ccac546f383dcb57882fa6b1e40c661855d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-25T17:41:39Z",
    "title_canon_sha256": "32b29ebed96a27e5f5bb1f7b6ea6e44604d9e50476f8cc2272998ead562a9f13"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.19455",
    "kind": "arxiv",
    "version": 1
  }
}