nlu_training_examples.jsonl

{"primary_goal": "emotional_support", "query": "It's getting dark and I feel all mixed up. I need to go home now.", "classification": {"detected_behaviors": ["sundowning_restlessness", "agitation", "exit_seeking"], "detected_emotion": "anxiety", "detected_topic": "personal_story", "detected_contexts": []}}
{"primary_goal": "emotional_support", "query": "My wife didn't recognize me today during my visit.", "classification": {"detected_behaviors": ["misidentification"], "detected_emotion": "sadness", "detected_topic": "personal_story", "detected_contexts": ["relationship_spouse", "setting_care_home"]}}
{"primary_goal": "emotional_support", "query": "Getting dressed in the morning has become so difficult. I can't seem to work the buttons on my own shirt.", "classification": {"detected_behaviors": ["confusion"], "detected_emotion": "anger", "detected_topic": "personal_story", "detected_contexts": ["disease_stage_moderate"]}}
{"primary_goal": "emotional_support", "query": "He just stared blankly when I sat with him at the nursing home. It's like I'm a complete stranger to him now.", "classification": {"detected_behaviors": ["misidentification"], "detected_emotion": "sadness", "detected_topic": "caregiving_advice", "detected_contexts": ["relationship_family", "setting_care_home"]}}
{"primary_goal": "practical_planning", "query": "He just stays in his room at the facility and shows no interest in the activities they offer.", "classification": {"detected_behaviors": ["withdrawal", "apathy"], "detected_emotion": "sadness", "detected_topic": "caregiving_advice", "detected_contexts": ["setting_care_home"]}}
{"primary_goal": "emotional_support", "query": "I was driving home on my usual route from the city, and suddenly none of the streets looked familiar. I had to pull over because I was so scared and confused.", "classification": {"detected_behaviors": ["confusion", "wandering"], "detected_emotion": "fear", "detected_topic": "personal_story", "detected_contexts": ["disease_stage_moderate"]}}
{"primary_goal": "emotional_support", "query": "We were at dinner with friends and I couldn't remember the word for... you know, the thing you use to open a bottle of wine. I felt so foolish.", "classification": {"detected_behaviors": ["aphasia"], "detected_emotion": "sadness", "detected_topic": "personal_story", "detected_contexts": ["disease_stage_mild"]}}
{"primary_goal": "practical_planning", "query": "She's standing by the main door crying, asking me over and over when her husband is coming to take her home.", "classification": {"detected_behaviors": ["depression_sadness", "exit_seeking", "repetitive_questioning"], "detected_emotion": "sadness", "detected_topic": "caregiving_advice", "detected_contexts": ["setting_care_home"]}}
{"primary_goal": "emotional_support", "query": "She looked right through me today, like I wasn't even there.", "classification": {"detected_behaviors": ["validation", "reminiscence_prompting", "misidentification"], "detected_emotion": "sadness", "detected_topic": "treatment_option:reassurance", "detected_contexts": ["relationship_spouse"]}}
{"primary_goal": "emotional_support", "query": "I just feel so lost and alone in this.", "classification": {"detected_behaviors": ["validate_feelings_of_sadness", "reassurance"], "detected_emotion": "sadness", "detected_topic": "caregiving_advice", "detected_contexts": ["relationship_staff_or_caregiver"]}}
{"primary_goal": "practical_planning", "query": "He’s withdrawn today. What should I do?", "classification": {"detected_behaviors": ["withdrawal", "personalised_music_activation"], "detected_emotion": "calm", "detected_topic": "treatment_option:music_therapy", "detected_contexts": ["setting_home_or_community"]}}
{"primary_goal": "practical_planning", "query": "How can I make the house safer for him? He keeps wandering at night.", "classification": {"detected_behaviors": ["wandering", "safe_wandering_space"], "detected_emotion": "anxiety", "detected_topic": "treatment_option:home_safety", "detected_contexts": ["setting_home_or_community"]}}
{"primary_goal": "practical_planning", "query": "What's the best way to handle repetitive questions?", "classification": {"detected_behaviors": ["repetitive_questioning", "validation", "gentle_redirection"], "detected_emotion": "calm", "detected_topic": "caregiving_advice", "detected_contexts": []}}
{"primary_goal": "emotional_support", "query": "He got so angry and accused me of stealing. It was awful.", "classification": {"detected_behaviors": ["false_accusations", "de-escalation", "reassurance"], "detected_emotion": "anger", "detected_topic": "treatment_option:reassurance", "detected_contexts": ["relationship_family"]}}
{"primary_goal": "practical_planning", "query": "The doctor confirmed it's early-onset Alzheimer's. I don't know what the next steps are.", "classification": {"detected_behaviors": [], "detected_emotion": "anxiety", "detected_topic": "medical_fact", "detected_contexts": ["setting_clinic_or_hospital", "relationship_family", "disease_stage_mild"]}}
{"primary_goal": "practical_planning", "query": "I need to talk to the staff at the care home about my husband's new medication.", "classification": {"detected_behaviors": ["caregiver_communication_template"], "detected_emotion": "calm", "detected_topic": "caregiving_advice", "detected_contexts": ["relationship_staff_or_caregiver", "setting_care_home"]}}
{"primary_goal": "emotional_support", "query": "This doesn't look like my house. Where am I?", "classification": {"detected_behaviors": ["confusion"], "detected_emotion": "confusion", "detected_topic": "caregiving_advice", "detected_contexts": ["setting_home_or_community"]}}
{"primary_goal": "practical_planning", "query": "No matter how many times I tell her, my mother keeps asking when we're leaving for the appointment.", "classification": {"detected_behaviors": ["repetitive_questioning"], "detected_emotion": "calm", "detected_topic": "caregiving_advice", "detected_contexts": ["relationship_family"]}}
{"primary_goal": "emotional_support", "query": "He is very agitated and thinks the cleaning lady has been stealing his mail.", "classification": {"detected_behaviors": ["false_accusations", "object_misplacement", "agitation"], "detected_emotion": "anger", "detected_topic": "caregiving_advice", "detected_contexts": ["setting_home_or_community"]}}
{"primary_goal": "practical_planning", "query": "What are the seven stages of Alzheimer's disease?", "classification": {"detected_behaviors": [], "detected_emotion": "calm", "detected_topic": "medical_fact", "detected_contexts": []}}
{"primary_goal": "emotional_support", "query": "I felt so foolish today when I forgot my own granddaughter's name.", "classification": {"detected_behaviors": ["misidentification"], "detected_emotion": "sadness", "detected_topic": "personal_story", "detected_contexts": ["relationship_family", "disease_stage_mild"]}}
{"primary_goal": "practical_planning", "query": "She won't come out of her room at the care home all day.", "classification": {"detected_behaviors": ["withdrawal"], "detected_emotion": "sadness", "detected_topic": "caregiving_advice", "detected_contexts": ["setting_care_home"]}}
{"primary_goal": "practical_planning", "query": "What is my daughter's name again?", "classification": {"detected_behaviors": ["address_memory_loss"], "detected_emotion": "confusion", "detected_topics": ["personal_story"], "detected_contexts": ["relationship_family"]}}
{"primary_goal": "practical_planning", "query": "Can you give me a summary of what happened last week?", "classification": {"detected_behaviors": [], "detected_emotion": "calm", "detected_topics": ["personal_story"], "detected_contexts": []}}
{"primary_goal": "practical_planning", "query": "Remind me what I did yesterday.", "classification": {"detected_behaviors": ["address_memory_loss"], "detected_emotion": "calm", "detected_topics": ["personal_story"], "detected_contexts": []}}
{"primary_goal": "practical_planning", "query": "Who was my husband and where did we live?", "classification": {"detected_behaviors": ["address_memory_loss"], "detected_emotion": "calm", "detected_topics": ["personal_story"], "detected_contexts": ["relationship_spouse"]}}