Pith Number

pith:G3LBVOI7

pith:2019:G3LBVOI7AJ7CEYCBTTJCY63PPO

not attested not anchored not stored refs pending

Selective prediction-set models with coverage guarantees

Arjun Sondhi, Jean Feng, Jessica Perry, Noah Simon

arxiv:1906.05473 v2 · 2019-06-13 · stat.ML · 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{G3LBVOI7AJ7CEYCBTTJCY63PPO}

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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

1 paper in Pith

Language Models Prefer What They Know: Relative Confidence Estimation via Confidence Preferences

Receipt and verification

First computed	2026-07-05T03:39:52.591604Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36d61ab91f027e2260419cd22c7b6f7ba7667184f6100630e7c14ab4a5c81989

Aliases

arxiv: 1906.05473 · arxiv_version: 1906.05473v2 · doi: 10.48550/arxiv.1906.05473 · pith_short_12: G3LBVOI7AJ7C · pith_short_16: G3LBVOI7AJ7CEYCB · pith_short_8: G3LBVOI7

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/G3LBVOI7AJ7CEYCBTTJCY63PPO \
  | 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: 36d61ab91f027e2260419cd22c7b6f7ba7667184f6100630e7c14ab4a5c81989

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a6118479b640fb166c1c0dd052548b01870f44709e39b971cffea0857a9832c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-06-13T04:05:27Z",
    "title_canon_sha256": "025cfebe9af89c75a0ba44bc7474f4799a7a73663dbfcdc4b918e770b0939eb1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.05473",
    "kind": "arxiv",
    "version": 2
  }
}