Raycaster / evalsBack to AI Agents for Real Estate Lease Review

APEX-Agents · Law

World433_JS_07

3/3Pass

APEX-Agents task World433_JS_07 in AI Agents for Real Estate Lease Review. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for Real Estate Lease ReviewLaw World 433Dual harnessGrader: rubric
task_729286e684134595958f962e72f2aa20
Law World 433
message_in_console
7 models · dual config

Task prompt

What the agent was asked to do

We are conducting a compliance review of Magnolia Gardens' General Resident Agreement. We are currently determining whether the General Resident Agreement is in compliance with Kentucky Law. Please review the General Resident Agreement and determine if it is in compliance with Kentucky Revised Statutes (KRS) section 194A.713(8). Please provide a short paragraph in reply to me right here, explaining your reasoning.

Published trajectories

Agent runs on this task

Curated dual-harness runs (parsed + original sandbox). Best scored run per model.

ModelHarnessScoreResultLinks
GPT-5.5showcasedual3/3Pass
fireworks models Kimi K2dual3/3Pass
Gemini 3 Flashdual3/3Pass
Gemini 3.1 Produal3/3Pass
GPT-5.4dual2/3Fail
GPT-5.4 minidual3/3Pass
GPT-5.4 nanodual3/3Pass

Grading rubric

Criteria and grader verdict (showcase run)

  1. States that under Kentucky Revised Statutes (KRS) section 194A.713(8) a lease agreement shall include a minimum thirty (30) day move-out notice provision for resident nonpayment

    Pass

    Evidence: The response says KRS 194A.713(8) “requires a lease agreement to include a ‘Minimum thirty (30) day move-out notice provision for resident nonpayment.’” Assessment: This directly states the criterion that the statute requires a minimum 30-day move-out notice provision for resident nonpayment; pass.

  2. States that the General Resident Agreement includes a provision that requires the facility to provide a minimum of thirty (30) days notice for discharge due to non-payment

    Pass

    Evidence: The response states the Agreement lists “Non-payment of fees” as a discharge ground and provides that “you will be given at least 30 days advanced notice prior to the date of discharge.” Assessment: This satisfies the criterion by stating the Agreement includes at least 30 days’ notice for discharge due to non-payment; pass.

  3. States that the General Resident Agreement complies with KRS section 194A.713(8)

    Pass

    Evidence: The response opens: “The General Resident Agreement appears substantially compliant with KRS 194A.713(8)” and later says “the core 30-day notice requirement for nonpayment is present.” Assessment: The response states compliance with KRS 194A.713(8), albeit with a drafting improvement noted; pass.