Pith Number

pith:CME5DAIF

pith:2026:CME5DAIF7NWTCFLJYD5Y473ZPK

not attested not anchored not stored refs pending

Customer Churn Prediction on Structured Data Using FT-Transformer and Stacking Ensembles

Joyjit Roy, Laxmi Shaw, Samaresh Kumar Singh

arxiv:2606.07582 v1 · 2026-05-26 · cs.LG · cs.AI · cs.ET

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CME5DAIF7NWTCFLJYD5Y473ZPK}

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	2026-06-09T00:04:43.696381Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1309d18105fb6d311569c0fb8e7f797a9ae52c6b7aecc0d149d3ab4e3e69bd34

Aliases

arxiv: 2606.07582 · arxiv_version: 2606.07582v1 · doi: 10.48550/arxiv.2606.07582 · pith_short_12: CME5DAIF7NWT · pith_short_16: CME5DAIF7NWTCFLJ · pith_short_8: CME5DAIF

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/CME5DAIF7NWTCFLJYD5Y473ZPK \
  | 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: 1309d18105fb6d311569c0fb8e7f797a9ae52c6b7aecc0d149d3ab4e3e69bd34

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e2ce484858cb048888a50a283139c82c5a194441390df443ecdcce5ba889ddf",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.ET"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-26T23:02:38Z",
    "title_canon_sha256": "7d986aa073097ad4828f37dbc3e19bbaa367e7527f19a465a39f13948ce3f951"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.07582",
    "kind": "arxiv",
    "version": 1
  }
}