Pith Number

pith:FNHDYFOS

pith:2025:FNHDYFOSRC5C6JNBMNFOMLCUGF

not attested not anchored not stored refs pending

Fusion Sampling Validation in Data Partitioning for Machine Learning

Caston Sigauke, Christopher Godwin Udomboso, Ini Adinya

arxiv:2508.01325 v1 · 2025-08-02 · cs.LG · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FNHDYFOSRC5C6JNBMNFOMLCUGF}

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	2026-07-05T11:47:37.357305Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b4e3c15d288ba2f25a1634ae62c543176cfedd10b9de7a626d1b920d267c698

Aliases

arxiv: 2508.01325 · arxiv_version: 2508.01325v1 · doi: 10.48550/arxiv.2508.01325 · pith_short_12: FNHDYFOSRC5C · pith_short_16: FNHDYFOSRC5C6JNB · pith_short_8: FNHDYFOS

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/FNHDYFOSRC5C6JNBMNFOMLCUGF \
  | 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: 2b4e3c15d288ba2f25a1634ae62c543176cfedd10b9de7a626d1b920d267c698

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "796d5fe6c5ae6a9a2b98d15d867b6fe734197c75041d8ee97718c99d18fb67cf",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-02T11:32:47Z",
    "title_canon_sha256": "61105c2785328bce39db3599f6297fcfe364399fb2ae1d08284ec3ed26c5f980"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.01325",
    "kind": "arxiv",
    "version": 1
  }
}