Pith Number

pith:HEPGQWXM

pith:2024:HEPGQWXMWEEBCVD47ZQ4K4RGNE

not attested not anchored not stored refs pending

The Effect of Sampling Temperature on Problem Solving in Large Language Models

Erhan Guven, Matthew Renze

arxiv:2402.05201 v3 · 2024-02-07 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{HEPGQWXMWEEBCVD47ZQ4K4RGNE}

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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

6 papers in Pith

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A Study of LLMs' Preferences for Libraries and Programming Languages

Information-Consistent Language Model Recommendations through Group Relative Policy Optimization

ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution

Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning

Receipt and verification

First computed	2026-07-05T10:30:52.791487Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

391e685aecb10811547cfe61c57226691be82343c56bef72e7b8a698d7bae1de

Aliases

arxiv: 2402.05201 · arxiv_version: 2402.05201v3 · doi: 10.48550/arxiv.2402.05201 · pith_short_12: HEPGQWXMWEEB · pith_short_16: HEPGQWXMWEEBCVD4 · pith_short_8: HEPGQWXM

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/HEPGQWXMWEEBCVD47ZQ4K4RGNE \
  | 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: 391e685aecb10811547cfe61c57226691be82343c56bef72e7b8a698d7bae1de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "927a4cbd5bb7ef5e9e086388c6d7021bbec1e27400c33471caf3a8ba7de1f39c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-07T19:11:23Z",
    "title_canon_sha256": "561f001d8ccb7bc095e2caaeab0a8fe85317e7087b4b83b03d685d819ea691be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.05201",
    "kind": "arxiv",
    "version": 3
  }
}