Pith Number

pith:RXLRANBJ

pith:2026:RXLRANBJHQ3FHWALZ554ILQCLW

not attested not anchored not stored refs pending

The Well-Tempered Classifier: Some Elementary Properties of Temperature Scaling

Bruno Loureiro, Pierre-Alexandre Mattei

arxiv:2602.14862 v2 · 2026-02-16 · stat.ML · cs.AI · cs.IT · cs.LG · math.IT · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RXLRANBJHQ3FHWALZ554ILQCLW}

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	2026-05-28T01:04:36.944513Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8dd71034293c3653d80bcf7bc42e025da6e68e98c33957b70092b8fb932855de

Aliases

arxiv: 2602.14862 · arxiv_version: 2602.14862v2 · doi: 10.48550/arxiv.2602.14862 · pith_short_12: RXLRANBJHQ3F · pith_short_16: RXLRANBJHQ3FHWAL · pith_short_8: RXLRANBJ

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/RXLRANBJHQ3FHWALZ554ILQCLW \
  | 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: 8dd71034293c3653d80bcf7bc42e025da6e68e98c33957b70092b8fb932855de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e37a6fc4e3f4527b18820ca44471ea1fe4d0827cf709196b0ca5a24d592e33cf",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IT",
      "cs.LG",
      "math.IT",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-02-16T15:54:52Z",
    "title_canon_sha256": "4b212099c7710a1b44daba10b14fff5ca19f3c38fffefe66ee6df347d0205c8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.14862",
    "kind": "arxiv",
    "version": 2
  }
}