Pith Number

pith:VSR3DGPK

pith:2023:VSR3DGPKPPQOB7I64TBSN3AXJG

not attested not anchored not stored refs pending

Conformal Prediction with Large Language Models for Multi-Choice Question Answering

Andrew Beam, Anil Palepu, Bhawesh Kumar, Charlie Lu, David Bellamy, Gauri Gupta, Ramesh Raskar

arxiv:2305.18404 v3 · 2023-05-28 · cs.CL · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VSR3DGPKPPQOB7I64TBSN3AXJG}

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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

21 papers in Pith

The Origins of Stochasticity: Comprehensive Investigations on Uncertainty Quantification for Large Language Models

Strategic Decision Support for AI Agents

Does Compression Preserve Uncertainty? A Unified Benchmark for Quantized and Sparse LLMs via Conformal Prediction

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds

MiRD: Reliable Set-Valued Prediction for Open-Ended Question Answering via Miscoverage Risk Decomposition

Receipt and verification

First computed	2026-07-05T06:29:02.121000Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aca3b199ea7be0e0fd1ee4c326ec1749ab82af505a9f327f6744f868bcff2a4d

Aliases

arxiv: 2305.18404 · arxiv_version: 2305.18404v3 · doi: 10.48550/arxiv.2305.18404 · pith_short_12: VSR3DGPKPPQO · pith_short_16: VSR3DGPKPPQOB7I6 · pith_short_8: VSR3DGPK

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/VSR3DGPKPPQOB7I64TBSN3AXJG \
  | 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: aca3b199ea7be0e0fd1ee4c326ec1749ab82af505a9f327f6744f868bcff2a4d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4ab67460624b21c03cd2337072b1590ad2404ed82cfec16675ddce2eb6453cd",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-28T15:26:10Z",
    "title_canon_sha256": "876a9a85ade0b532274a3d7208ce76dd34780b30f42723410ae2e394c9f28c3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.18404",
    "kind": "arxiv",
    "version": 3
  }
}