Pith Number

pith:W5R2HMXI

pith:2025:W5R2HMXIKK2YYA6BAKPXRCRW2B

not attested not anchored not stored refs pending

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction

Ahmed Alaa, Lars van der Laan

arxiv:2502.05676 v3 · 2025-02-08 · 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{W5R2HMXIKK2YYA6BAKPXRCRW2B}

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

Bellman Calibration for $V$-Learning in Offline Reinforcement Learning

Calibeating Prediction-Powered Inference

Receipt and verification

First computed	2026-07-05T11:37:43.334544Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b763a3b2e852b58c03c1029f788a36d04811293bcdcc7a47956208ed1e3082af

Aliases

arxiv: 2502.05676 · arxiv_version: 2502.05676v3 · doi: 10.48550/arxiv.2502.05676 · pith_short_12: W5R2HMXIKK2Y · pith_short_16: W5R2HMXIKK2YYA6B · pith_short_8: W5R2HMXI

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/W5R2HMXIKK2YYA6BAKPXRCRW2B \
  | 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: b763a3b2e852b58c03c1029f788a36d04811293bcdcc7a47956208ed1e3082af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a512e87bb794d32f87a8b7a75f532396ccc002a1dd088bf9404e4b55b1dcad32",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-02-08T19:52:59Z",
    "title_canon_sha256": "6c127c6fea92e3298962d5449dbe5c02643c79917034f85b32ef25cd23ac802d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05676",
    "kind": "arxiv",
    "version": 3
  }
}