Pith Number

pith:MU7W72Y3

pith:2025:MU7W72Y3OENSTGFFKXZCQM5DCK

not attested not anchored not stored refs pending

Instance-Wise Monotonic Calibration by Constrained Transformation

Gustavo Batista, Salil S. Kanhere, Yunrui Zhang

arxiv:2507.06516 v1 · 2025-07-09 · cs.LG · 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{MU7W72Y3OENSTGFFKXZCQM5DCK}

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	2026-07-05T11:34:17.523086Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

653f6feb1b711b2998a555f22833a312a5f26a6705b2b5a28f066a873455b5c6

Aliases

arxiv: 2507.06516 · arxiv_version: 2507.06516v1 · doi: 10.48550/arxiv.2507.06516 · pith_short_12: MU7W72Y3OENS · pith_short_16: MU7W72Y3OENSTGFF · pith_short_8: MU7W72Y3

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/MU7W72Y3OENSTGFFKXZCQM5DCK \
  | 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: 653f6feb1b711b2998a555f22833a312a5f26a6705b2b5a28f066a873455b5c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e10e6a1da063a3e42c3edd89fde8e40413fbe8c336637900a4c72349753626c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-09T03:32:49Z",
    "title_canon_sha256": "0610dbf57f10ad4d62af857d1cb9339f1f2f48f847373f3996728a16fa0275db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.06516",
    "kind": "arxiv",
    "version": 1
  }
}