Pith Number

pith:4J3NACIU

pith:2026:4J3NACIUKA7EKW2LHXI5DVTQDK

not attested not anchored not stored refs pending

A Blended Likelihood Approach for Achieving Fairness Using Naive Bayes

Abdul Lateef Yussif, Charles R. Haruna, Elliot Attipoe, John Arthur Junior, Maame G. Asante-Mensah, Sandro Amofa

arxiv:2605.25228 v1 · 2026-05-24 · 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{4J3NACIUKA7EKW2LHXI5DVTQDK}

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	2026-05-26T02:04:24.223286Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e276d00914503e455b4b3dd1d1d6701ab67c4f5a4e9129f2990a348491b81d7c

Aliases

arxiv: 2605.25228 · arxiv_version: 2605.25228v1 · doi: 10.48550/arxiv.2605.25228 · pith_short_12: 4J3NACIUKA7E · pith_short_16: 4J3NACIUKA7EKW2L · pith_short_8: 4J3NACIU

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/4J3NACIUKA7EKW2LHXI5DVTQDK \
  | 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: e276d00914503e455b4b3dd1d1d6701ab67c4f5a4e9129f2990a348491b81d7c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d115e7ad066ee8ee672eee328dc99c4637e5e5410504f28b6d20556991223bbf",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-24T19:31:46Z",
    "title_canon_sha256": "3fc11ae773437b7778e07caca1bbd24c5f010a85da81133418deaa80a65633ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.25228",
    "kind": "arxiv",
    "version": 1
  }
}