Pith Number

pith:WZUUJ5IJ

pith:2024:WZUUJ5IJ6UOJVS6ENXLMSP4KVC

not attested not anchored not stored refs pending

Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees

Ying Jin, Yu Gui, Zhimei Ren

arxiv:2405.10301 v3 · 2024-05-16 · stat.ML · cs.AI · 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{WZUUJ5IJ6UOJVS6ENXLMSP4KVC}

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

Prediction Sets for Counterfactual Decisions: Coverage, Optimality, and Conformal Prediction

Risk-Controlled Post-Processing of Decision Policies

Receipt and verification

First computed	2026-07-05T09:31:02.476355Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b66944f509f51c9acbc46dd6c93f8aa889d46a41ce7c0be37beecae31872337e

Aliases

arxiv: 2405.10301 · arxiv_version: 2405.10301v3 · doi: 10.48550/arxiv.2405.10301 · pith_short_12: WZUUJ5IJ6UOJ · pith_short_16: WZUUJ5IJ6UOJVS6E · pith_short_8: WZUUJ5IJ

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/WZUUJ5IJ6UOJVS6ENXLMSP4KVC \
  | 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: b66944f509f51c9acbc46dd6c93f8aa889d46a41ce7c0be37beecae31872337e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "067014df75909cc2d13f478e7dbdbcf765525ba0a4b6c8c984e3be56ba5a2f21",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-05-16T17:55:24Z",
    "title_canon_sha256": "37db8c2057f280b8e1f0ad12de048a5717a50446ea269384abae4b1ff52b4a69"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.10301",
    "kind": "arxiv",
    "version": 3
  }
}