Table 5: Templatized descriptions: Templates used to format examples for the ablation study between LLM-created data descriptions vs. template descriptions
Dataset	Descriptive attribute values	Template
caesarian	age: [very young, young, middle-aged, old, very old] delivery_number: [first, second, third, fourth, fifth] delivery_time: [timely, premature, latecomer] blood_pressure: [low, normal, high] heart problemand has, doesn't have] delivery_mode: [normal, caesarian]	This {age} woman is in her {delivery_number} delivery and it is {delivery_time}. She has a {blood_pressure} blood pressure and {heartProblem} heart problems. ##Based on these attributes, this woman is likely to deliver by {delivery_mode}
iris	sepal_length, petal_length: [very short, short, medium length, long, very long] sepal_width, petal_width: [very narrow, narrow, medium width, wide, very wide] flower_type: [setosa, versicolor, virginica]	This iris flower has {sepal_length} and {sepal_width} sepals. It also has {petal_length} and {petal_width} petals. #Hence this flower is a {flower_type}
vertebral-column	pelvic-incidence, pelvic_tilt, lumbar_lordosis_angle, sacral_slope, pelvic_radius, grade_of_spondylolisthesis: [very low, low, medium, high, very high] result: [normal, abnormal]	This patient has a {pelvic-incidence} pelvic incidence, {pelvic_tilt} pelvic tilt, and {lumbar_lordosis_angle} lumbar lordosis angle, {sacral_slope} sacral slope, {pelvicRadius} pelvic radius and {grade_of_spondylolisthesis} grade of spondylolisthesis. #HAs a result, the patient's vertebral-column is likely to be {result}
statlog-heart	age: [very young, young, middle-aged, old, very old] sex: [male, female] chest_pain_type: [asymptomatic, nonanginal pain, atypical angina, typical angina] bp, cholesterol, st_depression, heart_rate, nummajor_vessels: [very low, low, medium, high, very high] fasting_blood_sugar: [high, low] electrocardiographic_results: [having left ventricular hypertrophy, normal, having ST-T wave abnormality] slope_st_segment: [flat, upsloping, downsloping] exercise_induced_angina: [has, do not have] defect_type: normal, reversible, fixed presence_of-heart_disease: [present, absent]	This individual is a/an {age} {sex} with {chest_pain_type} chest pain, {bp} resting blood pressure, and {cholesterol} serum cholesterol. Their fasting blood sugar {fasting_blood_sugar} >120 mg/dl, they are {electrocardiographic_results} and a {heart_rate} maximum heart rate. They {exercise_induced_angina} exercise-induced angina, and have a {st_depression} ST depression induced by exercise relative to rest. Their peak exercise ST segment has a {slope_st_segment} slope, and they have a {nummajor_vessels} number of major vessels. The defect type is {defect_type}. #Hence heart disease is likely to be {presence_of-heart_disease}
haberman-survival	age_at_time_of_op: [very young, young, middle-aged, old, very old] year_of_op: [1964, 1962, 1965, 1959, 1958, 1960, 1966, 1961, 1967, 1963, 1969,1968] num_pos_axillary_nodes: [very low, low, medium, high, very high] survival_status: [survived, died]	This patient was {age_at_time_of_op} at the time of operation in {year_of_op}. They had a {num_pos_axillary_nodes} number of positive axillary nodes detected. #Hence 5 years down the line, the patient {survival_status}