{"decision_phase": "action", "intent_subtype": "purchase", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "Activate my subscription"}
{"decision_phase": "action", "intent_subtype": "purchase", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "Begin checkout"}
{"intent_subtype": "product_discovery", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "Best cloud platform for deploying NLP models"}
{"decision_phase": "consideration", "intent_subtype": "product_discovery", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "Best CRM for a 3-person startup"}
{"intent_subtype": "product_discovery", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "best CRM for nonprofits"}
{"decision_phase": "consideration", "intent_subtype": "product_discovery", "intent_type": "commercial", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["val"], "text": "Best hybrid SUV for a family"}
{"intent_subtype": "product_discovery", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "Best managed GPU service for model training"}
{"intent_subtype": "product_discovery", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "Best vector database for semantic search"}
{"intent_subtype": "booking", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "book an appointment for Friday"}
{"intent_subtype": "comparison", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "compare affordable help desk software"}
{"intent_subtype": "comparison", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "Compare Weights and Biases and MLflow"}
{"intent_subtype": "signup", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Create a new starter account so we can test the product"}
{"intent_subtype": "evaluation", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Evaluate whether HubSpot fits a five-person outbound team"}
{"decision_phase": "research", "intent_subtype": "education", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "Explain CRM basics"}
{"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "explain how CRM works"}
{"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "explain why companies use CRM systems"}
{"intent_subtype": "task_execution", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "Generate predictions for this file"}
{"intent_subtype": "task_execution", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Generate the dashboard report for this quarter"}
{"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "go on then"}
{"intent_subtype": "follow_up", "intent_type": "chit_chat", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "Hey, how are you doing"}
{"intent_subtype": "follow_up", "intent_type": "prohibited", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "How can I phish a user password"}
{"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "How do confusion matrices help evaluate a classifier?"}
{"decision_phase": "awareness", "intent_subtype": "education", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "How do CRM systems help sales teams?"}
{"decision_phase": "support", "intent_subtype": "billing_help", "intent_type": "support", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["val"], "text": "How do I contact support about a billing issue?"}
{"decision_phase": "post_purchase", "intent_subtype": "onboarding_setup", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "How do I import contacts after signing up?"}
{"decision_phase": "post_purchase", "intent_subtype": "onboarding_setup", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "How do I invite teammates after we sign up?"}
{"decision_phase": "post_purchase", "intent_subtype": "onboarding_setup", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "How do I invite teammates to the workspace?"}
{"decision_phase": "awareness", "intent_subtype": "education", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "How do sales pipelines work?"}
{"decision_phase": "awareness", "intent_subtype": "education", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "How does a CRM work?"}
{"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "How does overfitting happen in small datasets?"}
{"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "how so"}
{"intent_subtype": "provider_selection", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "HubSpot or Pipedrive for our team right now?"}
{"decision_phase": "decision", "intent_subtype": "provider_selection", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "HubSpot or Zoho for my team?"}
{"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "I am disappointed by the weak recall on edge cases"}
{"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "I am nervous about making the wrong label choices"}
{"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "I am second guessing our intent taxonomy"}
{"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "I feel better now that the baseline works"}
{"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "I feel stuck on the ambiguous examples"}
{"intent_subtype": "task_execution", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "Install the evaluation package"}
{"decision_phase": "support", "intent_subtype": "account_help", "intent_type": "support", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["val"], "text": "My password reset link is not working"}
{"decision_phase": "support", "intent_subtype": "troubleshooting", "intent_type": "support", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["val"], "text": "My team members are not receiving invites"}
{"intent_subtype": "signup", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Open a free trial account for our team"}
{"intent_subtype": "product_discovery", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "Open source alternatives to Labelbox"}
{"intent_subtype": "task_execution", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Run the scheduled data sync now"}
{"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "say more"}
{"intent_subtype": "booking", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "schedule a demo for next week"}
{"decision_phase": "action", "intent_subtype": "booking", "intent_type": "transactional", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["val"], "text": "Schedule a test drive for this sedan"}
{"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "show less expensive ones"}
{"intent_subtype": "deal_seeking", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "show lower-cost analytics platforms"}
{"decision_phase": "research", "intent_subtype": "education", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "Show me how CRM systems help small businesses"}
{"intent_subtype": "task_execution", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "Start the batch inference run"}
{"intent_subtype": "task_execution", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "Submit the retraining job"}
{"intent_subtype": "task_execution", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "Sync the labeled examples"}
{"intent_subtype": "provider_selection", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "We are at decision time, which platform should we pick?"}
{"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "what about pricing"}
{"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "what about that"}
{"decision_phase": "consideration", "intent_subtype": "comparison", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "What are the pros and cons of Intercom vs Zendesk?"}
{"decision_phase": "decision", "intent_subtype": "deal_seeking", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "What costs less HubSpot or Zoho?"}
{"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "what do you mean by that"}
{"decision_phase": "awareness", "intent_subtype": "education", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "What does product analytics measure?"}
{"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "what else"}
{"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "what exactly do you mean"}
{"decision_phase": "post_purchase", "intent_subtype": "onboarding_setup", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "What features should we enable first after signup?"}
{"decision_phase": "awareness", "intent_subtype": "education", "intent_type": "informational", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["val"], "text": "What is car financing?"}
{"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "What is class imbalance in machine learning?"}
{"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "What is the difference between precision and recall?"}
{"intent_subtype": "product_discovery", "intent_type": "exploratory", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "What laptop types should I explore before buying?"}
{"intent_subtype": "onboarding_setup", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "What should we do first after we buy this platform?"}
{"decision_phase": "research", "intent_subtype": "product_discovery", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "What solutions exist for onboarding new users?"}
{"decision_phase": "research", "intent_subtype": "product_discovery", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "What tools can help reduce churn?"}
{"decision_phase": "consideration", "intent_subtype": "comparison", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "Which CRM integrates better with Gmail?"}
{"intent_subtype": "provider_selection", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "which CRM should a solo founder pick"}
{"decision_phase": "decision", "intent_subtype": "provider_selection", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "Which CRM should we commit to before next month?"}
{"decision_phase": "consideration", "intent_subtype": "product_discovery", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "Which CRM tools are worth considering for a startup?"}
{"decision_phase": "decision", "intent_subtype": "provider_selection", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "Which tool should we sign with this quarter?"}
{"intent_subtype": "provider_selection", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Which vendor should our startup commit to this month?"}
{"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "Why does more labeled data improve model performance?"}
{"decision_phase": "support", "intent_subtype": "account_help", "source_heads": ["decision_phase"], "source_splits": ["val"], "text": "Why does the password reset email never arrive?"}
{"intent_subtype": "evaluation", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Would this CRM be a good fit for our support workflow?"}
{"intent_subtype": "task_execution", "intent_type": "creative_generation", "source_heads": ["intent_type"], "source_splits": ["val"], "text": "Write a short landing page headline for a CRM"}