Pith Number

pith:7WHBNNTI

pith:2025:7WHBNNTIXPKWH65USDM3AHHDZX

not attested not anchored not stored refs pending

Conformal Prediction and Human Decision Making

Andrew Gelman, Dawei Xie, Jessica Hullman, Yifan Wu, Ziyang Guo

arxiv:2503.11709 v2 · 2025-03-12 · 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{7WHBNNTIXPKWH65USDM3AHHDZX}

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

3 papers in Pith

Strategic Decision Support for AI Agents

A Framework for Measuring Appropriate Reliance on Set-Valued AI Advice

Set-Valued Policy Learning

Receipt and verification

First computed	2026-07-05T10:33:50.466449Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd8e16b668bbd563fbb490d9b01ce3cddcf8acfbeaed4c578af7f2cf89e29467

Aliases

arxiv: 2503.11709 · arxiv_version: 2503.11709v2 · doi: 10.48550/arxiv.2503.11709 · pith_short_12: 7WHBNNTIXPKW · pith_short_16: 7WHBNNTIXPKWH65U · pith_short_8: 7WHBNNTI

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/7WHBNNTIXPKWH65USDM3AHHDZX \
  | 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: fd8e16b668bbd563fbb490d9b01ce3cddcf8acfbeaed4c578af7f2cf89e29467

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95721892303ba13fb661a191c8a056de4e1e363c85d506945807c4994337f323",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-12T18:18:09Z",
    "title_canon_sha256": "3dd1839eaadea0f18f44c6f94e7f5c6480f6b52bb9b62499de28a468415a58a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.11709",
    "kind": "arxiv",
    "version": 2
  }
}