Pith Number

pith:GAYCCKDM

pith:2019:GAYCCKDMQY7VAIVKJ26TYUWIKD

not attested not anchored not stored refs pending

PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction

Insup Lee, Nikolai Matni, Osbert Bastani, Sangdon Park

arxiv:2001.00106 v2 · 2019-12-31 · cs.LG · 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{GAYCCKDMQY7VAIVKJ26TYUWIKD}

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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

How Many Iterations to Jailbreak? Dynamic Budget Allocation for Multi-Turn LLM Evaluation

Receipt and verification

First computed	2026-07-05T00:41:02.058343Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

303021286c863f5022aa4ebd3c52c850c8b6fdbf1d7825bc7ecfce4886a7f810

Aliases

arxiv: 2001.00106 · arxiv_version: 2001.00106v2 · doi: 10.48550/arxiv.2001.00106 · pith_short_12: GAYCCKDMQY7V · pith_short_16: GAYCCKDMQY7VAIVK · pith_short_8: GAYCCKDM

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/GAYCCKDMQY7VAIVKJ26TYUWIKD \
  | 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: 303021286c863f5022aa4ebd3c52c850c8b6fdbf1d7825bc7ecfce4886a7f810

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0138675dc682a64b7c0bea28b962d364f70cba0c22172f45a1ad61cdeca2f2a2",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-12-31T23:02:01Z",
    "title_canon_sha256": "b7be606f3081c1594d8f7eaca931459c691374d900feaee85762d03b4d9bfada"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.00106",
    "kind": "arxiv",
    "version": 2
  }
}