Pith Number

pith:JX2YA5WC

pith:2025:JX2YA5WCHAPTXNPCK5GGI3XNJI

not attested not anchored not stored refs pending

Second-Order Bounds for [0,1]-Valued Regression via Betting Loss

Kwang-Sung Jun, Yinan Li

arxiv:2507.12584 v1 · 2025-07-16 · 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{JX2YA5WCHAPTXNPCK5GGI3XNJI}

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	2026-07-05T11:38:35.081469Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4df58076c2381f3bb5e2574c646eed4a36718a4d71db5517ec6067cc460e6229

Aliases

arxiv: 2507.12584 · arxiv_version: 2507.12584v1 · doi: 10.48550/arxiv.2507.12584 · pith_short_12: JX2YA5WCHAPT · pith_short_16: JX2YA5WCHAPTXNPC · pith_short_8: JX2YA5WC

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/JX2YA5WCHAPTXNPCK5GGI3XNJI \
  | 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: 4df58076c2381f3bb5e2574c646eed4a36718a4d71db5517ec6067cc460e6229

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e838cf21a9d3fccadd75267a03d6e7298e7ac09004fc54393fbd8a6c4541823d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-16T19:09:58Z",
    "title_canon_sha256": "19f12edddc585433e3dc25b8f418ea4d8820c29e90cdbe7584fdcad5fb52f09c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.12584",
    "kind": "arxiv",
    "version": 1
  }
}