Pith Number

pith:ARYT2TPS

pith:2021:ARYT2TPSXPKCVLHGBQEPDSJTND

not attested not anchored not stored refs pending

Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control

Anastasios N. Angelopoulos, Emmanuel J. Cand\`es, Lihua Lei, Michael I. Jordan, Stephen Bates

arxiv:2110.01052 v5 · 2021-10-03 · cs.LG · cs.AI · cs.CV · stat.ME · 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{ARYT2TPSXPKCVLHGBQEPDSJTND}

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

20 papers in Pith

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Uncertainty Quantification for Computer-Use Agents: A Benchmark across Vision-Language Models and GUI Grounding Datasets

Co-GLANCE: Uncertainty-Aware Active Perception for Heterogeneous Robot Teaming

A Joint Finite-Sample Certificate for Adaptive Selective Conformal Risk Control

Receipt and verification

First computed	2026-07-05T05:02:09.494081Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04713d4df2bbd42aace60c08f1c93368e547114c6b95fa452da50287fc9832d8

Aliases

arxiv: 2110.01052 · arxiv_version: 2110.01052v5 · doi: 10.48550/arxiv.2110.01052 · pith_short_12: ARYT2TPSXPKC · pith_short_16: ARYT2TPSXPKCVLHG · pith_short_8: ARYT2TPS

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/ARYT2TPSXPKCVLHGBQEPDSJTND \
  | 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: 04713d4df2bbd42aace60c08f1c93368e547114c6b95fa452da50287fc9832d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d9e1157ef2751ffc443e0c7fadd74cbf4b059ebed88085f9ef59b28ed34f371",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-03T17:42:03Z",
    "title_canon_sha256": "fa80940d3ac56673f4f6f18cc51585db115939579e3a2843bdfb767845212510"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.01052",
    "kind": "arxiv",
    "version": 5
  }
}