Pith Number

pith:EJNZARR5

pith:2025:EJNZARR5NTZCY7QF64QKX4LERQ

not attested not anchored not stored refs pending

CLEAR: Calibrated Learning for Epistemic and Aleatoric Risk

Bin Yu, Ilia Azizi, Jakob Heiss, Juraj Bodik

arxiv:2507.08150 v4 · 2025-07-10 · stat.ML · cs.LG · 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{EJNZARR5NTZCY7QF64QKX4LERQ}

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.

Cited by

2 papers in Pith

Theoretical Foundations of Conformal Prediction

Calibrate, Don't Curate: Label-Efficient Estimation from Noisy LLM Judges

Receipt and verification

First computed	2026-07-07T02:18:25.765688Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

225b90463d6cf22c7e05f720abf1648c0d92dc7b33525abb0b2069c3ffa69c0f

Aliases

arxiv: 2507.08150 · arxiv_version: 2507.08150v4 · doi: 10.48550/arxiv.2507.08150 · pith_short_12: EJNZARR5NTZC · pith_short_16: EJNZARR5NTZCY7QF · pith_short_8: EJNZARR5

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/EJNZARR5NTZCY7QF64QKX4LERQ \
  | 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: 225b90463d6cf22c7e05f720abf1648c0d92dc7b33525abb0b2069c3ffa69c0f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e854be170b4de16254167c583eaf1416ff0c23c0618ba2c296f64ea56bff1d4",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-07-10T20:13:00Z",
    "title_canon_sha256": "0c8994008fbb09db8d617ca786ed7e78e709bd4786616227c0a1564d716e96e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08150",
    "kind": "arxiv",
    "version": 4
  }
}