lexenvs-harbor / data /tasks /objective_easy_18.json
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{
"task_id": "objective_easy_18",
"version": "2.0.0",
"created_at": "2026-03-18",
"metadata": {
"domain": "credit_card_optimization",
"difficulty": "easy",
"task_number": 18,
"complexity_hint": {
"max_tokens": 4000,
"expected_output": "single card recommendation with EV calculation"
},
"requires_human_review": false
},
"prompt": {
"system": "",
"user": "You\u2019re an expert financial advisor answering questions about credit cards. If a card is recommended, make sure to show your calculations along with the card\u2019s EV.\n\nList all travel credit cards with no foreign transaction fees and an annual fee under $100?",
"knowledge_base_ref": "knowledge_base.md",
"kb_filter": [
"Chase Freedom Flex",
"Chase Freedom Unlimited",
"Capital One Venture",
"Bilt Palladium",
"Bilt Blue",
"Wells Fargo Autograph",
"Citi Strata Premier",
"Chase Sapphire Preferred",
"Amex Green"
],
"system_prompt_ref": "system_prompt_template.md"
},
"scoring": {
"dimensions": {
"card_selection": {
"weight": 0.25,
"type": "automated",
"description": "F1 of recommended cards vs. optimal set",
"checks": {
"expected_cards": [
"Capital One Venture",
"Citi Strata Premier",
"Chase Sapphire Preferred",
"Amex Green"
]
},
"hard_constraint": false
},
"ev_accuracy": {
"weight": 0.3,
"type": "automated",
"description": "EV accuracy vs. computed ground truth",
"reference": {
"user_profile": {
"monthly_spend": {
"travel": 300,
"everything_else": 500
},
"time_horizon_months": 12
},
"expected_card_ids": [
"capital_one_venture",
"citi_strata_premier",
"chase_sapphire_preferred",
"amex_green"
],
"ev_tolerance_pct": 0.05
}
},
"factual_fidelity": {
"weight": 0.3,
"type": "automated",
"description": "Accuracy of factual claims about cards",
"reference": {
"extracted_claims": null,
"reference_ev_usd": null
}
},
"constraint_compliance": {
"weight": 0.15,
"type": "automated",
"description": "Respects user constraints and issuer rules",
"checks": {
"expected_cards": [
"Capital One Venture",
"Citi Strata Premier",
"Chase Sapphire Preferred",
"Amex Green"
],
"expected_housing_option": null
},
"hard_constraint": false
}
},
"passing_threshold": 0.6,
"hard_constraint_failure_zeroes_dimension": true
},
"reference_solution": {
"_status": "COMPUTED",
"recommended_cards": [
"Capital One Venture",
"Citi Strata Premier",
"Chase Sapphire Preferred",
"Amex Green"
],
"total_ev_usd": null,
"ev_breakdown": null,
"housing_option": null,
"key_constraints_flags": [],
"expert_notes": "Ground truth EV computed from card_database.json + user_profile at evaluation time."
}
}