| # Composed Output Examples |
|
|
| These examples show the end-to-end flow: |
|
|
| `query -> model_output -> system_decision` |
|
|
| ## 1. Informational Awareness |
|
|
| Query: |
|
|
| ```text |
| What is CRM software? |
| ``` |
|
|
| Observed behavior: |
|
|
| - classified as `intent.type=informational` |
| - classified as `decision_phase=awareness` |
| - fell back because confidence is below the demo threshold |
| - system decision sets `monetization_eligibility=not_allowed` |
|
|
| Why fallback happened: |
|
|
| - the phase is sensible, but the combined confidence is still too low for monetization decisions |
|
|
| ## 2. Commercial Comparison |
|
|
| Query: |
|
|
| ```text |
| Compare AI search monetization platforms for publishers |
| ``` |
|
|
| Observed behavior: |
|
|
| - classified as `intent.type=commercial` |
| - classified as `decision_phase=consideration` |
| - still falls back due low confidence |
| - opportunity remains `none` because fallback takes precedence |
|
|
| Why fallback happened: |
|
|
| - the underlying labels are directionally right, but the frozen baseline is intentionally conservative |
|
|
| ## 3. Post-Purchase Setup |
|
|
| Query: |
|
|
| ```text |
| How do I set up my new CRM? |
| ``` |
|
|
| Observed behavior: |
|
|
| - classified as `decision_phase=post_purchase` |
| - treated as low-confidence informational setup behavior |
| - system decision stays restricted |
|
|
| Why fallback happened: |
|
|
| - the system recognizes the lifecycle stage, but confidence is not high enough to remove fallback |
|
|
| ## 4. Support / Sensitive |
|
|
| Query: |
|
|
| ```text |
| I cannot log into my account |
| ``` |
|
|
| Observed behavior: |
|
|
| - classified as `decision_phase=support` |
| - intent-type falls into `personal_reflection` in `v0.1` |
| - fallback applies with `policy_default` |
| - monetization is blocked |
|
|
| Why fallback happened: |
|
|
| - this is a known limitation of the intent-type head and exactly the kind of case that should fail safe |
|
|
