Pith Number

pith:AWRIR34H

pith:2025:AWRIR34HIIYYFNRYY2BQCDBLYJ

not attested not anchored not stored refs pending

Sharp concentration of uniform generalization errors in binary linear classification

Shogo Nakakita

arxiv:2505.16713 v2 · 2025-05-22 · stat.ML · cs.LG · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AWRIR34HIIYYFNRYY2BQCDBLYJ}

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	2026-07-05T11:27:30.227904Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05a288ef87423182b638c683010c2bc27791c32174d3ba564681a5e8c3c97df0

Aliases

arxiv: 2505.16713 · arxiv_version: 2505.16713v2 · doi: 10.48550/arxiv.2505.16713 · pith_short_12: AWRIR34HIIYY · pith_short_16: AWRIR34HIIYYFNRY · pith_short_8: AWRIR34H

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/AWRIR34HIIYYFNRYY2BQCDBLYJ \
  | 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: 05a288ef87423182b638c683010c2bc27791c32174d3ba564681a5e8c3c97df0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c275ba46c85c4c143f076e1aa90ead0741da7a846fd4aa779cd5bfbf7ebf50b3",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-05-22T14:14:50Z",
    "title_canon_sha256": "f19bceb6e17d62693274b78192baed7b17aaca8ae7d5fd14e7eb10df1a63e57f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.16713",
    "kind": "arxiv",
    "version": 2
  }
}