Pith Number

pith:5MUEYWTP

pith:2022:5MUEYWTPLD6TYC64CJNQC6CYMV

not attested not anchored not stored refs pending

Robust Calibration with Multi-domain Temperature Scaling

Michael I. Jordan, Stephen Bates, Yaodong Yu, Yi Ma

arxiv:2206.02757 v1 · 2022-06-06 · cs.LG · cs.AI · 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{5MUEYWTPLD6TYC64CJNQC6CYMV}

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	2026-07-05T04:29:21.004237Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb284c5a6f58fd3c0bdc125b0178586574536eef8dae4b0c0cc6a043a66040f5

Aliases

arxiv: 2206.02757 · arxiv_version: 2206.02757v1 · doi: 10.48550/arxiv.2206.02757 · pith_short_12: 5MUEYWTPLD6T · pith_short_16: 5MUEYWTPLD6TYC64 · pith_short_8: 5MUEYWTP

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/5MUEYWTPLD6TYC64CJNQC6CYMV \
  | 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: eb284c5a6f58fd3c0bdc125b0178586574536eef8dae4b0c0cc6a043a66040f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fbe978287530a89253a77b9b1d9a556b865aec401f90f94417897c0d864cd936",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-06T17:32:12Z",
    "title_canon_sha256": "e539d3f91794103b671e5b9d052f5d0e35a32c779537c4658f45e3e75d5662fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.02757",
    "kind": "arxiv",
    "version": 1
  }
}