Pith Number

pith:GF5BWEVO

pith:2023:GF5BWEVORYOO6MODFBEXKR2XIE

not attested not anchored not stored refs pending

INGB: Informed Nonlinear Granular Ball Oversampling Framework for Noisy Imbalanced Classification

Guoying Wang, Hao Zhou, Min Li, Qun Liu, Yabin Shao

arxiv:2307.01224 v1 · 2023-07-03 · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GF5BWEVORYOO6MODFBEXKR2XIE}

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	2026-07-05T06:27:53.249670Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

317a1b12ae8e1cef31c328497547574100b9fa47e0c16ec8d06ce1c10b67ff23

Aliases

arxiv: 2307.01224 · arxiv_version: 2307.01224v1 · doi: 10.48550/arxiv.2307.01224 · pith_short_12: GF5BWEVORYOO · pith_short_16: GF5BWEVORYOO6MOD · pith_short_8: GF5BWEVO

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/GF5BWEVORYOO6MODFBEXKR2XIE \
  | 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: 317a1b12ae8e1cef31c328497547574100b9fa47e0c16ec8d06ce1c10b67ff23

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "77f8d6c44b298ab7b203b77f26e8583b6ffb09662248339650c2707026eeb29a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-07-03T01:55:20Z",
    "title_canon_sha256": "636e399b8e6346f3e2279693a2162b82810f7fe29ebfb4783906221e22ddafa1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.01224",
    "kind": "arxiv",
    "version": 1
  }
}