| {"intent_subtype": "deal_seeking", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Affordable annotation platform for small ML teams"} |
| {"intent_subtype": "deal_seeking", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Affordable customer support software for startups"} |
| {"decision_phase": "consideration", "intent_subtype": "comparison", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Amplitude vs Mixpanel for product analytics"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "and then what"} |
| {"intent_subtype": "task_execution", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Annotate these support tickets"} |
| {"intent_subtype": "task_execution", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Approve this workflow step in the CRM"} |
| {"intent_subtype": "evaluation", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Assess whether HubSpot is a fit for our inbound sales process"} |
| {"intent_subtype": "product_discovery", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Best AI SEO tools for content teams"} |
| {"intent_subtype": "product_discovery", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Best analytics platform for product teams"} |
| {"intent_subtype": "product_discovery", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Best CRM for a small remote sales team"} |
| {"intent_subtype": "product_discovery", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "best CRM for a two person agency"} |
| {"intent_subtype": "product_discovery", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Best dataset labeling tool for ML teams"} |
| {"intent_subtype": "product_discovery", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Best hybrid SUV for a family"} |
| {"intent_subtype": "product_discovery", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Best intent classification model for short queries"} |
| {"intent_subtype": "product_discovery", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Best lead generation software for B2B companies"} |
| {"intent_subtype": "product_discovery", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Best NLP library for text classification"} |
| {"intent_subtype": "product_discovery", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Best project management software for agencies"} |
| {"decision_phase": "consideration", "intent_subtype": "product_discovery", "intent_type": "commercial", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["train"], "text": "Best SUV to buy in 2026"} |
| {"intent_subtype": "product_discovery", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Best SUV to buy in 2026"} |
| {"intent_subtype": "product_discovery", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Best transformer model for lightweight inference"} |
| {"intent_subtype": "deal_seeking", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Best used car under $20000"} |
| {"intent_subtype": "contact_sales", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Book a demo for the analytics platform"} |
| {"decision_phase": "action", "intent_subtype": "contact_sales", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Book a meeting with sales"} |
| {"decision_phase": "action", "intent_subtype": "booking", "intent_type": "transactional", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["train"], "text": "Book a test drive for the new SUV"} |
| {"intent_subtype": "booking", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Book a test drive for the new SUV"} |
| {"intent_subtype": "purchase", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Buy a monthly plan for the CRM"} |
| {"decision_phase": "action", "intent_subtype": "purchase", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Buy the annual plan now"} |
| {"intent_subtype": "purchase", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "buy this now"} |
| {"intent_subtype": "follow_up", "intent_type": "chit_chat", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Can we just chat for a minute"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Can you explain"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "can you explain that"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Can you help"} |
| {"intent_subtype": "deal_seeking", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "cheapest CRM for a local service business"} |
| {"decision_phase": "consideration", "intent_subtype": "comparison", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Compare help desk platforms with live chat"} |
| {"intent_subtype": "comparison", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "compare lower-cost CRM tools"} |
| {"intent_subtype": "comparison", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Compare Mixpanel and Amplitude pricing"} |
| {"decision_phase": "consideration", "intent_subtype": "comparison", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Compare onboarding tools for SaaS products"} |
| {"intent_subtype": "comparison", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "compare Pipedrive and HubSpot for a tiny sales team"} |
| {"decision_phase": "consideration", "intent_subtype": "comparison", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Compare Salesforce and Pipedrive for B2B sales"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "compare those"} |
| {"intent_subtype": "contact_sales", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Connect me with sales for a custom quote"} |
| {"intent_subtype": "contact_sales", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Contact sales to schedule a product walkthrough"} |
| {"intent_subtype": "signup", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Create a free workspace for evaluation"} |
| {"intent_subtype": "task_execution", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Create a new labeling project"} |
| {"intent_subtype": "signup", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Create a starter login so we can try the platform"} |
| {"intent_subtype": "task_execution", "intent_type": "creative_generation", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Create a tagline for an AI search analytics platform"} |
| {"intent_subtype": "signup", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Create an account for the AI search tool"} |
| {"decision_phase": "action", "intent_subtype": "signup", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Create my account"} |
| {"intent_subtype": "task_execution", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Deploy the classifier API"} |
| {"intent_subtype": "comparison", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "DistilBERT vs RoBERTa for intent detection"} |
| {"intent_subtype": "download", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Download the buyer comparison guide"} |
| {"intent_subtype": "download", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Download the confusion matrix report"} |
| {"intent_subtype": "download", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Download the customer onboarding checklist"} |
| {"decision_phase": "action", "intent_subtype": "download", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Download the pricing guide"} |
| {"intent_subtype": "download", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Download the setup worksheet"} |
| {"intent_subtype": "download", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Download the whitepaper on zero click search"} |
| {"intent_subtype": "task_execution", "intent_type": "creative_generation", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Draft a product description for a project management tool"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "expand on that a little"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "explain the basics of lead scoring"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "explain the benefits of CRM for beginners"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Explain the difference between a CRM and a CDP"} |
| {"intent_subtype": "download", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Export the onboarding checklist as a PDF"} |
| {"intent_subtype": "download", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Export the predictions to CSV"} |
| {"intent_subtype": "deal_seeking", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "find lower-cost project management tools"} |
| {"intent_subtype": "task_execution", "intent_type": "creative_generation", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Generate a cold outreach email for a sales demo"} |
| {"intent_subtype": "task_execution", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Generate the sales pipeline report right now"} |
| {"intent_subtype": "signup", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Get our team into the free trial flow today"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "give me a beginner explanation of CRM"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "give me cheaper choices"} |
| {"intent_subtype": "provider_selection", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Give me the best one"} |
| {"intent_subtype": "provider_selection", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Give me the final pick between HubSpot and Zoho for our startup"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "go deeper"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "go on"} |
| {"intent_subtype": "follow_up", "intent_type": "chit_chat", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Hello there"} |
| {"intent_subtype": "follow_up", "intent_type": "prohibited", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Help me bypass a paywall illegally"} |
| {"intent_subtype": "provider_selection", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "help me choose a CRM for a real estate business"} |
| {"intent_subtype": "product_discovery", "intent_type": "exploratory", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Help me explore CRM options for a small nonprofit"} |
| {"decision_phase": "research", "intent_subtype": "education", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Help me learn how customer onboarding software works"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "help me learn the difference between CRM and ERP"} |
| {"intent_subtype": "provider_selection", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "help me pick a CRM for managing inbound leads"} |
| {"decision_phase": "research", "intent_subtype": "evaluation", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Help me understand CRM fundamentals"} |
| {"decision_phase": "research", "intent_subtype": "education", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Help me understand how to compare cars before buying"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "help me understand sales pipelines"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "help me understand why businesses need CRM"} |
| {"decision_phase": "post_purchase", "intent_subtype": "onboarding_setup", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "How can I get more value from our subscription?"} |
| {"decision_phase": "research", "intent_subtype": "evaluation", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "How can I improve lead management for a small business?"} |
| {"intent_subtype": "follow_up", "intent_type": "prohibited", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "How can I steal customer credit card data"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "How do AI search engines choose which sources to cite?"} |
| {"decision_phase": "awareness", "intent_subtype": "education", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "How do AI search engines make money?"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "how do CRMs help sales teams"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "How do email automation workflows work?"} |
| {"decision_phase": "post_purchase", "intent_subtype": "onboarding_setup", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "How do I configure lead stages in the platform?"} |
| {"decision_phase": "post_purchase", "intent_subtype": "onboarding_setup", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "How do I configure my account after purchase?"} |
| {"decision_phase": "post_purchase", "intent_subtype": "onboarding_setup", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "How do I connect email after I subscribe?"} |
| {"decision_phase": "post_purchase", "intent_subtype": "onboarding_setup", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "How do I connect my email after creating the account?"} |
| {"decision_phase": "post_purchase", "intent_subtype": "onboarding_setup", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "How do I connect Salesforce to Gmail?"} |
| {"intent_subtype": "billing_help", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "How do I fix a failed subscription payment"} |
| {"intent_subtype": "follow_up", "intent_type": "prohibited", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "How do I hack into someone else's account"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "How do I measure activation rate for a SaaS product?"} |
| {"decision_phase": "support", "intent_subtype": "account_help", "intent_type": "support", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["train"], "text": "How do I reset my password?"} |
| {"decision_phase": "post_purchase", "intent_subtype": "onboarding_setup", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "How do I roll this tool out to my team?"} |
| {"intent_subtype": "onboarding_setup", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "How do I set goals for our first month using this tool?"} |
| {"decision_phase": "post_purchase", "intent_subtype": "onboarding_setup", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "How do I set up my new CRM?"} |
| {"decision_phase": "post_purchase", "intent_subtype": "onboarding_setup", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "How do I set up user permissions in my new CRM?"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "How does a text classifier learn labels?"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "How does attribution modeling work in marketing?"} |
| {"decision_phase": "awareness", "intent_subtype": "education", "intent_type": "informational", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["train"], "text": "How does car financing work for first-time buyers?"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "how does CRM help with lead tracking"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "How does customer relationship management work?"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "How does DistilBERT differ from BERT?"} |
| {"decision_phase": "awareness", "intent_subtype": "education", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "How does lead tracking work?"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "How does softmax turn logits into probabilities?"} |
| {"intent_subtype": "follow_up", "intent_type": "chit_chat", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "How is your day going"} |
| {"decision_phase": "research", "intent_subtype": "evaluation", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "How should I evaluate AI search monitoring tools?"} |
| {"intent_subtype": "troubleshooting", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "How should I fix it"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "how so exactly"} |
| {"intent_subtype": "provider_selection", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "HubSpot or Pipedrive for our team right now?"} |
| {"intent_subtype": "comparison", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "HubSpot vs Salesforce for B2B SaaS"} |
| {"decision_phase": "consideration", "intent_subtype": "comparison", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "HubSpot vs Zoho for a small team"} |
| {"intent_subtype": "comparison", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Hugging Face vs spaCy for intent classification"} |
| {"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I am annoyed that short queries confuse the classifier"} |
| {"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I am confused about what strategy we should follow"} |
| {"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I am disappointed that our content is not getting cited"} |
| {"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I am excited that our new onboarding flow is working"} |
| {"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I am frustrated because our leads keep dropping"} |
| {"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I am frustrated by the low confidence scores"} |
| {"decision_phase": "support", "intent_subtype": "account_help", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "I am locked out of my workspace"} |
| {"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I am nervous about launching our pricing changes"} |
| {"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I am not confident this classifier is ready"} |
| {"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I am relieved the model is finally learning something"} |
| {"intent_subtype": "product_discovery", "intent_type": "exploratory", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I am researching which help desk tools might fit our team"} |
| {"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I am worried that our traffic is disappearing"} |
| {"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I am worried the model is overfitting"} |
| {"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I am worried we do not have enough data yet"} |
| {"decision_phase": "support", "intent_subtype": "troubleshooting", "intent_type": "support", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["train"], "text": "I cannot access my dashboard"} |
| {"decision_phase": "support", "intent_subtype": "account_help", "intent_type": "support", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["train"], "text": "I cannot log into my account"} |
| {"intent_subtype": "account_help", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "I cannot unlock my account"} |
| {"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I feel burned out managing too many marketing tools"} |
| {"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I feel depressed and need help"} |
| {"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I feel like the labels are still messy"} |
| {"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I feel overwhelmed trying to pick the right software"} |
| {"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I feel stuck and do not know how to improve conversions"} |
| {"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I feel unsure about how to label borderline cases"} |
| {"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I hate how complicated our analytics setup has become"} |
| {"decision_phase": "support", "intent_subtype": "troubleshooting", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "I keep getting an error when I try to export contacts"} |
| {"decision_phase": "support", "intent_subtype": "troubleshooting", "intent_type": "support", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["train"], "text": "I need help canceling my subscription"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I need something better"} |
| {"intent_subtype": "emotional_reflection", "intent_type": "personal_reflection", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "I regret switching our CRM last quarter"} |
| {"intent_subtype": "task_execution", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Install the Chrome extension for content analysis"} |
| {"intent_subtype": "comparison", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Intercom vs Zendesk for onboarding support"} |
| {"decision_phase": "consideration", "intent_subtype": "comparison", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Is HubSpot better than Zoho for lead tracking?"} |
| {"decision_phase": "decision", "intent_subtype": "provider_selection", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Is the pro plan worth it for our company size?"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Is this good"} |
| {"decision_phase": "decision", "intent_subtype": "deal_seeking", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Is Zoho the right CRM for our budget?"} |
| {"intent_subtype": "signup", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Join the waitlist for the new recommendation engine"} |
| {"intent_subtype": "product_discovery", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Mailchimp alternatives for ecommerce brands"} |
| {"intent_subtype": "deal_seeking", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "more affordable CRM alternatives"} |
| {"decision_phase": "support", "intent_subtype": "troubleshooting", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "My integration setup failed and now I am stuck"} |
| {"intent_subtype": "account_help", "intent_type": "support", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "My password reset link is not working"} |
| {"intent_subtype": "billing_help", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "My renewal invoice is incorrect"} |
| {"intent_subtype": "follow_up", "intent_type": "chit_chat", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Nice to meet you"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "okay and then"} |
| {"intent_subtype": "signup", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Open a trial workspace for my team"} |
| {"intent_subtype": "task_execution", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Open the annotation dashboard"} |
| {"decision_phase": "support", "intent_subtype": "troubleshooting", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Our account setup page keeps crashing"} |
| {"decision_phase": "support", "intent_subtype": "troubleshooting", "intent_type": "support", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["train"], "text": "Our dashboard is not loading"} |
| {"intent_subtype": "troubleshooting", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Our export job fails every time"} |
| {"intent_subtype": "purchase", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "place the order"} |
| {"intent_subtype": "evaluation", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Pressure-test whether this CRM actually fits our workflow"} |
| {"intent_subtype": "contact_sales", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Put me in touch with an account executive"} |
| {"intent_subtype": "signup", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Register a new account for our startup"} |
| {"intent_subtype": "signup", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "register me for the webinar"} |
| {"decision_phase": "action", "intent_subtype": "contact_sales", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Request a quote"} |
| {"intent_subtype": "contact_sales", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Request pricing from the sales team"} |
| {"intent_subtype": "booking", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "reserve a seat for tomorrow"} |
| {"decision_phase": "action", "intent_subtype": "booking", "intent_type": "transactional", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["train"], "text": "Reserve this car for pickup tomorrow"} |
| {"intent_subtype": "task_execution", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Run the model training job"} |
| {"intent_subtype": "task_execution", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Run the nightly lead sync job"} |
| {"intent_subtype": "task_execution", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Save the fine tuned model"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "say more about that"} |
| {"intent_subtype": "booking", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Schedule a test drive for this sedan"} |
| {"decision_phase": "action", "intent_subtype": "onboarding_setup", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Schedule implementation for next week"} |
| {"intent_subtype": "task_execution", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Schedule the backup workflow to run every night"} |
| {"intent_subtype": "task_execution", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Schedule the retraining pipeline"} |
| {"intent_subtype": "task_execution", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Send me the benchmark report"} |
| {"intent_subtype": "signup", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Set up a free trial account for the sales team"} |
| {"decision_phase": "decision", "intent_subtype": "provider_selection", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Should I choose HubSpot or Zoho this week?"} |
| {"decision_phase": "decision", "intent_subtype": "provider_selection", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Should we go with Intercom or Zendesk for support?"} |
| {"decision_phase": "decision", "intent_subtype": "provider_selection", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Should we pick HubSpot or Zoho for our startup?"} |
| {"intent_subtype": "deal_seeking", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "show cheaper CRM options"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "show me a little more"} |
| {"decision_phase": "consideration", "intent_subtype": "product_discovery", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Show me CRM choices for a two-person team"} |
| {"decision_phase": "consideration", "intent_subtype": "product_discovery", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Show me CRM tools for a five-person company"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "show me how CRM software works"} |
| {"decision_phase": "research", "intent_subtype": "evaluation", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Show me how CRM systems are typically used by startups"} |
| {"intent_subtype": "follow_up", "intent_type": "prohibited", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Show me how to break into a private dashboard"} |
| {"decision_phase": "post_purchase", "intent_subtype": "onboarding_setup", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Show me how to import contacts into HubSpot"} |
| {"decision_phase": "post_purchase", "intent_subtype": "onboarding_setup", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Show me how to onboard teammates after signup"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "show me more"} |
| {"intent_subtype": "product_discovery", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Show me options"} |
| {"intent_subtype": "product_discovery", "intent_type": "exploratory", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Show me some directions I could explore for better analytics"} |
| {"intent_subtype": "signup", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Sign me up for release updates from the product team"} |
| {"decision_phase": "action", "intent_subtype": "contact_sales", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Sign me up for the demo"} |
| {"intent_subtype": "signup", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Sign up for the webinar on attribution"} |
| {"intent_subtype": "signup", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Start a free trial of HubSpot"} |
| {"decision_phase": "action", "intent_subtype": "signup", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Start my free trial"} |
| {"intent_subtype": "signup", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "start my free trial"} |
| {"intent_subtype": "signup", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Subscribe me to the product updates"} |
| {"intent_subtype": "purchase", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "subscribe me to updates"} |
| {"intent_subtype": "purchase", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Subscribe to the pro plan"} |
| {"intent_subtype": "contact_sales", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Talk to sales about enterprise pricing"} |
| {"decision_phase": "research", "intent_subtype": "evaluation", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Teach me how CRM platforms help small sales teams"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "teach me the basics of customer relationship management"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "tell me a bit more"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Tell me more"} |
| {"intent_subtype": "follow_up", "intent_type": "chit_chat", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Thanks, that was helpful"} |
| {"decision_phase": "support", "intent_subtype": "troubleshooting", "intent_type": "support", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["train"], "text": "The export button is broken"} |
| {"decision_phase": "support", "intent_subtype": "troubleshooting", "intent_type": "support", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["train"], "text": "The integration keeps failing"} |
| {"intent_subtype": "troubleshooting", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "The integration sync keeps crashing"} |
| {"intent_subtype": "account_help", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "The login page keeps rejecting my sign in code"} |
| {"intent_subtype": "account_help", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "The reset password email never shows up"} |
| {"intent_subtype": "troubleshooting", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "This is not working"} |
| {"intent_subtype": "product_discovery", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Top marketing automation tools for startups"} |
| {"intent_subtype": "product_discovery", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Top tools for evaluating text classifiers"} |
| {"decision_phase": "consideration", "intent_subtype": "comparison", "intent_type": "commercial", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["train"], "text": "Toyota Corolla vs Honda Civic for commuting"} |
| {"intent_subtype": "comparison", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Toyota Corolla vs Honda Civic for commuting"} |
| {"intent_subtype": "task_execution", "intent_type": "transactional", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Upload the training dataset"} |
| {"decision_phase": "research", "intent_subtype": "evaluation", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Walk me through how startups use CRM tools"} |
| {"decision_phase": "research", "intent_subtype": "evaluation", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Walk me through the basics of lead management software"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "walk me through what a CRM does"} |
| {"intent_subtype": "provider_selection", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "We have enough research, which CRM should we choose now?"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "What about this one"} |
| {"decision_phase": "research", "intent_subtype": "product_discovery", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "What are alternatives to spreadsheets for sales tracking?"} |
| {"decision_phase": "consideration", "intent_subtype": "product_discovery", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "What are good CRM choices for a small sales team?"} |
| {"decision_phase": "research", "intent_subtype": "product_discovery", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "What are good tools for email automation?"} |
| {"decision_phase": "consideration", "intent_subtype": "product_discovery", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "What are some CRM options for startups?"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "what are the main features of a CRM"} |
| {"intent_subtype": "evaluation", "intent_type": "exploratory", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "What camera categories should I consider before buying?"} |
| {"decision_phase": "research", "intent_subtype": "evaluation", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "What cars should I look at for a family of five?"} |
| {"decision_phase": "consideration", "intent_subtype": "product_discovery", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "What CRM options should a small startup look at?"} |
| {"intent_subtype": "evaluation", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "what CRM should I use for lead tracking"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "what do you mean"} |
| {"intent_subtype": "provider_selection", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "What do you recommend"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "what does a CRM actually do"} |
| {"decision_phase": "awareness", "intent_subtype": "education", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "What does a customer relationship platform do?"} |
| {"decision_phase": "awareness", "intent_subtype": "education", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "What does CRM do for a business?"} |
| {"decision_phase": "awareness", "intent_subtype": "education", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "What does CRM stand for in software?"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "What does lead scoring mean in sales software?"} |
| {"decision_phase": "awareness", "intent_subtype": "education", "intent_type": "informational", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["train"], "text": "What does zero click search mean?"} |
| {"decision_phase": "awareness", "intent_subtype": "education", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "What is a CRM platform?"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "what is a CRM used for in a small business"} |
| {"decision_phase": "awareness", "intent_subtype": "education", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "What is a sales CRM?"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "What is a sales pipeline?"} |
| {"decision_phase": "awareness", "intent_subtype": "education", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "What is agentic advertising?"} |
| {"decision_phase": "awareness", "intent_subtype": "education", "intent_type": "informational", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["train"], "text": "What is auto buying and selling?"} |
| {"decision_phase": "awareness", "intent_subtype": "education", "intent_type": "informational", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["train"], "text": "What is CRM software?"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "What is fine tuning in transformers?"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "What is intent classification in NLP?"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "What is macro F1 score?"} |
| {"decision_phase": "awareness", "intent_subtype": "education", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "What is marketing attribution?"} |
| {"decision_phase": "decision", "intent_subtype": "deal_seeking", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "What is the best CRM for my budget under $100 a month?"} |
| {"decision_phase": "post_purchase", "intent_subtype": "onboarding_setup", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "What is the best way to onboard our team after purchase?"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "What is the difference between MQL and SQL?"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "What is the purpose of a product analytics dashboard?"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "What is tokenization in NLP?"} |
| {"intent_subtype": "evaluation", "intent_type": "exploratory", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "What laptops should I look at for college in 2026?"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "what problems does a CRM solve"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "What should I do next"} |
| {"intent_subtype": "onboarding_setup", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "What should we do first after buying this platform?"} |
| {"decision_phase": "research", "intent_subtype": "product_discovery", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "What software should I look at for customer support?"} |
| {"decision_phase": "research", "intent_subtype": "product_discovery", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "What tools can help a sales team stay organized?"} |
| {"decision_phase": "post_purchase", "intent_subtype": "onboarding_setup", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Where can I find usage analytics for my account?"} |
| {"decision_phase": "post_purchase", "intent_subtype": "onboarding_setup", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Where do I configure our pipeline after purchase?"} |
| {"decision_phase": "consideration", "intent_subtype": "evaluation", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Which AI visibility tool fits a lean marketing team?"} |
| {"decision_phase": "decision", "intent_subtype": "provider_selection", "intent_type": "commercial", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["train"], "text": "Which car to buy in 2026"} |
| {"intent_subtype": "provider_selection", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Which car to buy in 2026"} |
| {"decision_phase": "consideration", "intent_subtype": "evaluation", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Which CRM has better automation for startups?"} |
| {"intent_subtype": "deal_seeking", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "which CRM is cheaper for a startup"} |
| {"decision_phase": "consideration", "intent_subtype": "deal_seeking", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Which CRM options fit a startup with a tiny budget?"} |
| {"decision_phase": "decision", "intent_subtype": "provider_selection", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Which CRM should I buy for a 3-person startup?"} |
| {"decision_phase": "decision", "intent_subtype": "provider_selection", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Which CRM should I sign with today?"} |
| {"decision_phase": "decision", "intent_subtype": "provider_selection", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Which CRM should we choose for our two-person sales team?"} |
| {"decision_phase": "decision", "intent_subtype": "provider_selection", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Which CRM should we commit to this month?"} |
| {"decision_phase": "consideration", "intent_subtype": "product_discovery", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Which CRM vendors are worth considering for a startup?"} |
| {"decision_phase": "decision", "intent_subtype": "provider_selection", "intent_type": "commercial", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["train"], "text": "Which electric car should I buy this year?"} |
| {"intent_subtype": "provider_selection", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Which electric car should I buy this year?"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "which one"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "which one do you mean"} |
| {"decision_phase": "decision", "intent_subtype": "provider_selection", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Which one should we go with for our sales process?"} |
| {"decision_phase": "decision", "intent_subtype": "provider_selection", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Which option gives us the best value right now?"} |
| {"decision_phase": "decision", "intent_subtype": "provider_selection", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Which plan should I choose for Mixpanel?"} |
| {"intent_subtype": "provider_selection", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Which platform should our team commit to right now?"} |
| {"decision_phase": "research", "intent_subtype": "product_discovery", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Which platforms help with product analytics?"} |
| {"intent_subtype": "evaluation", "intent_type": "commercial", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Which survey tool is better for user research"} |
| {"decision_phase": "decision", "intent_subtype": "provider_selection", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Which vendor is the better fit for our sales team?"} |
| {"intent_subtype": "provider_selection", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Which vendor should we commit to for our 10-person sales team?"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "why"} |
| {"decision_phase": "support", "intent_subtype": "billing_help", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Why am I getting a billing error?"} |
| {"decision_phase": "awareness", "intent_subtype": "education", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Why do businesses use CRM systems?"} |
| {"decision_phase": "awareness", "intent_subtype": "education", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Why do companies need CRM software?"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "why do teams use CRM software"} |
| {"intent_subtype": "education", "intent_type": "informational", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Why do we split data into train and test sets?"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "why do you say that"} |
| {"intent_subtype": "troubleshooting", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Why does the API connection keep erroring"} |
| {"decision_phase": "awareness", "intent_subtype": "education", "source_heads": ["decision_phase"], "source_splits": ["train"], "text": "Why is customer retention important?"} |
| {"decision_phase": "support", "intent_subtype": "billing_help", "intent_type": "support", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["train"], "text": "Why is my invoice wrong?"} |
| {"intent_subtype": "follow_up", "intent_type": "ambiguous", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "why though"} |
| {"decision_phase": "support", "intent_subtype": "billing_help", "intent_type": "support", "source_heads": ["decision_phase", "intent_type"], "source_splits": ["train"], "text": "Why was my credit card declined?"} |
| {"intent_subtype": "billing_help", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Why was my payment charged twice"} |
| {"intent_subtype": "evaluation", "source_heads": ["manual_seed"], "source_splits": ["train"], "text": "Would Zoho work well for a small recruiting team?"} |
| {"intent_subtype": "follow_up", "intent_type": "prohibited", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Write a phishing email that looks real"} |
| {"intent_subtype": "task_execution", "intent_type": "creative_generation", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Write five ad headlines for a CRM landing page"} |
| {"intent_subtype": "task_execution", "intent_type": "creative_generation", "source_heads": ["intent_type"], "source_splits": ["train"], "text": "Write social media copy for a webinar launch"} |
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