compare_llm_vs_jev
Run A/B comparison between LLM narrative reasoning and deterministic scoring to evaluate preschool recommendations for human judgment.
Instructions
A/B comparison between Generative LLM narrative reasoning (Claude, GPT, Gemini) and TypeSafe Jev System One deterministic probability decision scoring for human evaluation of preschool recommendations.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| familySize | No | Family size (default 3) | |
| benefitTier | No | ELFA benefit tier (default halfCreditELFA) | |
| homeZipCode | No | Family home zip code (e.g. 94121) to calculate distance and score location convenience | |
| childAgeYears | No | Age of the child in years (default 2.1) | |
| candidateCount | No | Number of candidates to evaluate in the A/B matrix (default 5) | |
| preferredLanguage | No | Preferred language immersion (e.g. Spanish, Mandarin, French) | |
| targetBudgetMonthly | No | Target monthly budget (default 1200) |