Pith Number

pith:CV677YA5

pith:2025:CV677YA5TVMB4VNI4FP4QU4CVT

not attested not anchored not stored refs pending

Three Types of Calibration with Properties and their Semantic and Formal Relationships

Jessie Finocchiaro, Rabanus Derr, Robert C. Williamson

arxiv:2504.18395 v1 · 2025-04-25 · 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{CV677YA5TVMB4VNI4FP4QU4CVT}

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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.

Cited by

3 papers in Pith

Decision-Aware Training for Sample-Based Generative Models

Hierarchies of Calibration: Classification meets Regression

Pandora's Regret: A Proper Scoring Rule for Evaluating Sequential Search

Receipt and verification

First computed	2026-07-05T10:54:06.427330Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

157dffe01d9d581e55a8e15fc85382acc2e3b6ea722961362df004055b1958ab

Aliases

arxiv: 2504.18395 · arxiv_version: 2504.18395v1 · doi: 10.48550/arxiv.2504.18395 · pith_short_12: CV677YA5TVMB · pith_short_16: CV677YA5TVMB4VNI · pith_short_8: CV677YA5

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/CV677YA5TVMB4VNI4FP4QU4CVT \
  | 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: 157dffe01d9d581e55a8e15fc85382acc2e3b6ea722961362df004055b1958ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bdef8aa7874fdd8273b05bf888e6ccd1d434917694aaecceeb08ea45c249c619",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-25T14:46:10Z",
    "title_canon_sha256": "21fbc77f09bce9434ddaea8bbf7220925c939f1aab6bc37788e1c4f423db871d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.18395",
    "kind": "arxiv",
    "version": 1
  }
}