Pith Number

pith:XIZSBA4M

pith:2024:XIZSBA4MIO5BJEV5F3IVK7S6IA

not attested not anchored not stored refs pending

Calibrating Where It Matters: Constrained Temperature Scaling

Jacob Carse, Stephen McKenna

arxiv:2406.11456 v1 · 2024-06-17 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XIZSBA4MIO5BJEV5F3IVK7S6IA}

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	2026-07-05T08:32:53.518385Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba3320838c43ba1492bd2ed1557e5e40349ad817125f1dcc3f006fa05125f533

Aliases

arxiv: 2406.11456 · arxiv_version: 2406.11456v1 · doi: 10.48550/arxiv.2406.11456 · pith_short_12: XIZSBA4MIO5B · pith_short_16: XIZSBA4MIO5BJEV5 · pith_short_8: XIZSBA4M

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/XIZSBA4MIO5BJEV5F3IVK7S6IA \
  | 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: ba3320838c43ba1492bd2ed1557e5e40349ad817125f1dcc3f006fa05125f533

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d42774b5e5191b82e537af83dad9e3669de7955d4b6f84c67b39b9d01519b17c",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-17T12:14:31Z",
    "title_canon_sha256": "7fe3a33579bb0ee8638cc4f1ffab767cabca2ec3d1c498e56667c769235b4516"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.11456",
    "kind": "arxiv",
    "version": 1
  }
}