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[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Postpartum discharge is present and smell is the only missing infection sign.</think> {"sufficient_information": false, "action": "ASK_CLARIFICATION", "symptom_family": "postpartum_discharge_infection_concern", "target_slots": ["discharge_smell"], "clarification_question": "Does the discharge smell foul or bad?"...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Mild headache is specified without vision symptoms or face/hand swelling.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "headache_preeclampsia_symptoms", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query includes mild abdominal pain and no bleeding, so there is enough information to respond without another clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "abdominal_pain_in_pregnancy", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Pain is present and not clearly severe, but bleeding status is missing and could change the response.</think> {"sufficient_information": false, "action": "ASK_CLARIFICATION", "symptom_family": "abdominal_pain_in_pregnancy", "target_slots": ["bleeding"], "clarification_question": "Do you also have any bleeding?"}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Movement and fainting status are missing after bleeding is reported.</think> {"sufficient_information": false, "action": "ASK_CLARIFICATION", "symptom_family": "bleeding_in_pregnancy", "target_slots": ["fetal_movement_status", "dizziness_fainting"], "clarification_question": "Is baby movement normal, reduced, or...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Sudden vision change is a clear emergency trigger.</think> {"sufficient_information": true, "action": "ESCALATE_DIRECTLY", "symptom_family": "headache_preeclampsia_symptoms", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Swelling is limited to feet or legs with no headache or vision symptoms.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "headache_preeclampsia_symptoms", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Headache with blurred vision is a clear emergency trigger.</think> {"sufficient_information": true, "action": "ESCALATE_DIRECTLY", "symptom_family": "headache_preeclampsia_symptoms", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Headache is present and the main warning signs are not specified.</think> {"sufficient_information": false, "action": "ASK_CLARIFICATION", "symptom_family": "headache_preeclampsia_symptoms", "target_slots": ["blurred_vision", "face_hand_swelling"], "clarification_question": "Do you have blurred vision or swellin...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query includes abdominal pain with bleeding, which is enough to give urgent medical guidance without asking another clarification.</think> {"sufficient_information": true, "action": "ESCALATE_DIRECTLY", "symptom_family": "abdominal_pain_in_pregnancy", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query includes mild abdominal pain and no bleeding, so there is enough information to respond without another clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "abdominal_pain_in_pregnancy", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Fever or chills with severe lower abdominal pain is emergency-now postpartum concern.</think> {"sufficient_information": true, "action": "ESCALATE_DIRECTLY", "symptom_family": "postpartum_discharge_infection_concern", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query includes severe abdominal pain, which is enough to give urgent medical guidance without asking another clarification.</think> {"sufficient_information": true, "action": "ESCALATE_DIRECTLY", "symptom_family": "abdominal_pain_in_pregnancy", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Headache is present and face/hand swelling has not been specified.</think> {"sufficient_information": false, "action": "ASK_CLARIFICATION", "symptom_family": "headache_preeclampsia_symptoms", "target_slots": ["face_hand_swelling"], "clarification_question": "Do you have any swelling in your face or hands?"}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Fever or chills with confusion or fainting is emergency-now postpartum concern.</think> {"sufficient_information": true, "action": "ESCALATE_DIRECTLY", "symptom_family": "postpartum_discharge_infection_concern", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Headache is present and face/hand swelling has not been specified.</think> {"sufficient_information": false, "action": "ASK_CLARIFICATION", "symptom_family": "headache_preeclampsia_symptoms", "target_slots": ["face_hand_swelling"], "clarification_question": "Do you have any swelling in your face or hands?"}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Swelling is limited to feet or legs with no headache or vision symptoms.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "headache_preeclampsia_symptoms", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Convulsions are a clear emergency trigger.</think> {"sufficient_information": true, "action": "ESCALATE_DIRECTLY", "symptom_family": "headache_preeclampsia_symptoms", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Postpartum discharge has normal smell and no fever, with abdominal pain status missing.</think> {"sufficient_information": false, "action": "ASK_CLARIFICATION", "symptom_family": "postpartum_discharge_infection_concern", "target_slots": ["lower_abdominal_pain"], "clarification_question": "Do you have lower abdom...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Headache with face or hand swelling is a clear emergency trigger.</think> {"sufficient_information": true, "action": "ESCALATE_DIRECTLY", "symptom_family": "headache_preeclampsia_symptoms", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query is a routine informational maternal-health question about pregnancy week edd. It does not report active symptoms or danger signs, so enough information is available to answer directly without a triage clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Spotting is specified with normal fetal movement and no listed danger signs.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "bleeding_in_pregnancy", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Headache with face or hand swelling is a clear emergency trigger.</think> {"sufficient_information": true, "action": "ESCALATE_DIRECTLY", "symptom_family": "headache_preeclampsia_symptoms", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Spotting is specified with normal fetal movement and no listed danger signs.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "bleeding_in_pregnancy", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Headache is present and face/hand swelling has not been specified.</think> {"sufficient_information": false, "action": "ASK_CLARIFICATION", "symptom_family": "headache_preeclampsia_symptoms", "target_slots": ["face_hand_swelling"], "clarification_question": "Do you have any swelling in your face or hands?"}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query is a routine informational maternal-health question about pregnancy week edd. It does not report active symptoms or danger signs, so enough information is available to answer directly without a triage clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query is a routine informational maternal-health question about pregnancy week edd. It does not report active symptoms or danger signs, so enough information is available to answer directly without a triage clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query is a routine informational maternal-health question about tests reports general. It does not report active symptoms or danger signs, so enough information is available to answer directly without a triage clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family"...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query includes abdominal pain with bleeding, which is enough to give urgent medical guidance without asking another clarification.</think> {"sufficient_information": true, "action": "ESCALATE_DIRECTLY", "symptom_family": "abdominal_pain_in_pregnancy", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query is a routine informational maternal-health question about nutrition food. It does not report active symptoms or danger signs, so enough information is available to answer directly without a triage clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "non_...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Swelling is limited to feet or legs with no headache or vision symptoms.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "headache_preeclampsia_symptoms", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query is a routine informational maternal-health question about nutrition food. It does not report active symptoms or danger signs, so enough information is available to answer directly without a triage clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "non_...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Fever or chills with postpartum discharge is enough for same-day clinician guidance.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "postpartum_discharge_infection_concern", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Postpartum discharge has normal smell and no fever, with abdominal pain status missing.</think> {"sufficient_information": false, "action": "ASK_CLARIFICATION", "symptom_family": "postpartum_discharge_infection_concern", "target_slots": ["lower_abdominal_pain"], "clarification_question": "Do you have lower abdom...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Postpartum discharge is present and smell is the only missing infection sign.</think> {"sufficient_information": false, "action": "ASK_CLARIFICATION", "symptom_family": "postpartum_discharge_infection_concern", "target_slots": ["discharge_smell"], "clarification_question": "Does the discharge smell foul or bad?"...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Swelling is limited to feet or legs with no headache or vision symptoms.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "headache_preeclampsia_symptoms", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Fever or chills with confusion or fainting is emergency-now postpartum concern.</think> {"sufficient_information": true, "action": "ESCALATE_DIRECTLY", "symptom_family": "postpartum_discharge_infection_concern", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Light bleeding is specified with normal fetal movement and no listed danger signs.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "bleeding_in_pregnancy", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Fainting or near-fainting with bleeding is a clear danger sign.</think> {"sufficient_information": true, "action": "ESCALATE_DIRECTLY", "symptom_family": "bleeding_in_pregnancy", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query is a routine informational maternal-health question about tests reports general. It does not report active symptoms or danger signs, so enough information is available to answer directly without a triage clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family"...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query is a routine informational maternal-health question about nutrition food. It does not report active symptoms or danger signs, so enough information is available to answer directly without a triage clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "non_...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Mild headache is specified without vision symptoms or face/hand swelling.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "headache_preeclampsia_symptoms", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Pain and no bleeding are known, but fetal movement status is missing at a gestational age where movement is relevant.</think> {"sufficient_information": false, "action": "ASK_CLARIFICATION", "symptom_family": "abdominal_pain_in_pregnancy", "target_slots": ["fetal_movement_status"], "clarification_question": "Is ...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query is a routine informational maternal-health question about normal delivery preparation. It does not report active symptoms or danger signs, so enough information is available to answer directly without a triage clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_f...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query includes mild abdominal pain and no bleeding, so there is enough information to respond without another clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "abdominal_pain_in_pregnancy", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query is a routine informational maternal-health question about appointment vaccine general. It does not report active symptoms or danger signs, so enough information is available to answer directly without a triage clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_f...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Swelling is limited to feet or legs with no headache or vision symptoms.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "headache_preeclampsia_symptoms", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query is a routine informational maternal-health question about supplements routine. It does not report active symptoms or danger signs, so enough information is available to answer directly without a triage clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": ...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query includes severe abdominal pain, which is enough to give urgent medical guidance without asking another clarification.</think> {"sufficient_information": true, "action": "ESCALATE_DIRECTLY", "symptom_family": "abdominal_pain_in_pregnancy", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Pain and no bleeding are known, but fetal movement status is missing at a gestational age where movement is relevant.</think> {"sufficient_information": false, "action": "ASK_CLARIFICATION", "symptom_family": "abdominal_pain_in_pregnancy", "target_slots": ["fetal_movement_status"], "clarification_question": "Is ...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Bleeding amount and fainting status are missing.</think> {"sufficient_information": false, "action": "ASK_CLARIFICATION", "symptom_family": "bleeding_in_pregnancy", "target_slots": ["bleeding_amount", "dizziness_fainting"], "clarification_question": "Is the bleeding spotting, light, or heavy? Have you fainted or...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Headache with blurred vision is a clear emergency trigger.</think> {"sufficient_information": true, "action": "ESCALATE_DIRECTLY", "symptom_family": "headache_preeclampsia_symptoms", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Headache with blurred vision is a clear emergency trigger.</think> {"sufficient_information": true, "action": "ESCALATE_DIRECTLY", "symptom_family": "headache_preeclampsia_symptoms", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query is a routine informational maternal-health question about pregnancy week edd. It does not report active symptoms or danger signs, so enough information is available to answer directly without a triage clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query is a routine informational maternal-health question about tests reports general. It does not report active symptoms or danger signs, so enough information is available to answer directly without a triage clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family"...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Lower abdominal pain with postpartum discharge is enough for guidance without clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "postpartum_discharge_infection_concern", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Bleeding amount and fainting status are missing.</think> {"sufficient_information": false, "action": "ASK_CLARIFICATION", "symptom_family": "bleeding_in_pregnancy", "target_slots": ["bleeding_amount", "dizziness_fainting"], "clarification_question": "Is the bleeding spotting, light, or heavy? Have you fainted or...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query is a routine informational maternal-health question about normal delivery preparation. It does not report active symptoms or danger signs, so enough information is available to answer directly without a triage clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_f...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query is a routine informational maternal-health question about appointment vaccine general. It does not report active symptoms or danger signs, so enough information is available to answer directly without a triage clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_f...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Normal-smelling discharge with no fever or abdominal pain can be answered with warning signs.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "postpartum_discharge_infection_concern", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Foul-smelling postpartum discharge is enough for same-day clinician guidance.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "postpartum_discharge_infection_concern", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Spotting with only mild pain and no fainting is a clear lower-risk case.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "bleeding_in_pregnancy", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Fever or chills with confusion or fainting is emergency-now postpartum concern.</think> {"sufficient_information": true, "action": "ESCALATE_DIRECTLY", "symptom_family": "postpartum_discharge_infection_concern", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Mild headache is specified without vision symptoms or face/hand swelling.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "headache_preeclampsia_symptoms", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query includes mild abdominal pain and no bleeding, so there is enough information to respond without another clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "abdominal_pain_in_pregnancy", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query includes mild abdominal pain and no bleeding, so there is enough information to respond without another clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "abdominal_pain_in_pregnancy", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Abdominal pain is mentioned, but the severity is missing and could change whether urgent guidance is needed.</think> {"sufficient_information": false, "action": "ASK_CLARIFICATION", "symptom_family": "abdominal_pain_in_pregnancy", "target_slots": ["pain_severity"], "clarification_question": "Is the pain severe?"...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Pain and no bleeding are known, but fetal movement status is missing at a gestational age where movement is relevant.</think> {"sufficient_information": false, "action": "ASK_CLARIFICATION", "symptom_family": "abdominal_pain_in_pregnancy", "target_slots": ["fetal_movement_status"], "clarification_question": "Is ...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Fever or chills with confusion or fainting is emergency-now postpartum concern.</think> {"sufficient_information": true, "action": "ESCALATE_DIRECTLY", "symptom_family": "postpartum_discharge_infection_concern", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Fever or chills with postpartum discharge is enough for same-day clinician guidance.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "postpartum_discharge_infection_concern", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query includes mild abdominal pain and no bleeding, so there is enough information to respond without another clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "abdominal_pain_in_pregnancy", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Bleeding is described as spotting but key danger signs are unclear.</think> {"sufficient_information": false, "action": "ASK_CLARIFICATION", "symptom_family": "bleeding_in_pregnancy", "target_slots": ["abdominal_pain_severity", "dizziness_fainting"], "clarification_question": "Do you have severe abdominal pain o...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Heavy bleeding is a clear danger sign.</think> {"sufficient_information": true, "action": "ESCALATE_DIRECTLY", "symptom_family": "bleeding_in_pregnancy", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query is a routine informational maternal-health question about pregnancy week edd. It does not report active symptoms or danger signs, so enough information is available to answer directly without a triage clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query includes severe abdominal pain, which is enough to give urgent medical guidance without asking another clarification.</think> {"sufficient_information": true, "action": "ESCALATE_DIRECTLY", "symptom_family": "abdominal_pain_in_pregnancy", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query is a routine informational maternal-health question about baby growth general. It does not report active symptoms or danger signs, so enough information is available to answer directly without a triage clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": ...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>The query includes mild abdominal pain, no bleeding, and normal fetal movement, so there is enough information to respond without another clarification.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "abdominal_pain_in_pregnancy", "target_slots": [], "clarification_question...
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Spotting with only mild pain and no fainting is a clear lower-risk case.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "bleeding_in_pregnancy", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Fever or chills with postpartum discharge is enough for same-day clinician guidance.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "postpartum_discharge_infection_concern", "target_slots": [], "clarification_question": null}
[ { "role": "system", "content": "You are a maternal-health clarification policy model.\n\nThe user query may be in English, Hindi, Assamese, or code-mixed language.\nAlways write the reasoning trace and JSON output in English.\n\nGiven the user query and available context, choose exactly one action:\n- ANSWE...
<think>Normal-smelling discharge with no fever or abdominal pain can be answered with warning signs.</think> {"sufficient_information": true, "action": "ANSWER_DIRECT", "symptom_family": "postpartum_discharge_infection_concern", "target_slots": [], "clarification_question": null}
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