Pith Number

pith:V72PEBBQ

pith:2024:V72PEBBQT2PXBW56AD5AUFNTEY

not attested not anchored not stored refs pending

Automated Prompt Engineering for Cost-Effective Code Generation Using Evolutionary Algorithm

Hadi Hemmati, Hamed Taherkhani, Hung Viet Pham, Melika Sepindband, Song Wang

arxiv:2408.11198 v2 · 2024-08-20 · cs.SE · cs.AI · cs.NE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V72PEBBQT2PXBW56AD5AUFNTEY}

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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

3 papers in Pith

Prompt Optimization for LLM Code Generation via Reinforcement Learning

Mutation-Guided Unit Test Generation with a Large Language Model

Evaluating the Environmental Impact of using SLMs and Prompt Engineering for Code Generation

Receipt and verification

First computed	2026-07-05T11:45:13.411011Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aff4f204309e9f70dbbe00fa0a15b326045311860863d2e222db8dd539c007ac

Aliases

arxiv: 2408.11198 · arxiv_version: 2408.11198v2 · doi: 10.48550/arxiv.2408.11198 · pith_short_12: V72PEBBQT2PX · pith_short_16: V72PEBBQT2PXBW56 · pith_short_8: V72PEBBQ

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/V72PEBBQT2PXBW56AD5AUFNTEY \
  | 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: aff4f204309e9f70dbbe00fa0a15b326045311860863d2e222db8dd539c007ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9587d0b247125e6c277c5b9788bb2de94170c3814495800f547372024fbb3f6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-08-20T21:15:36Z",
    "title_canon_sha256": "f1977a688cd762f29dd39c92ed4165861150dcfe9340a825659c231802ff3fe1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.11198",
    "kind": "arxiv",
    "version": 2
  }
}