Unambiguous dimensions
Each dimension declares role, type, requirement, description, examples and counterexamples in EN and PT-BR. A symptom does not become a requested service; a preference does not become a constraint.
Schemas · v1
The schema bounds the domain. Evidence reveals the intent.
Your backend selects a schema but sends the original message. The model proposes evidence; IntentParse validates each dimension and computes state, action and clarification deterministically.
Evidence before decisions
Inference produces evidence spans with dimension, value, role, source, turn and confidence. The public contract is assembled afterward, without delegating execution or authorization to the model.
Deterministic state
Missing required dimensions produce clarification; unsupported domains and injection produce abstention; only validated evidence can become resolved. recommended_action is never chosen by the model.
Context and provenance
Turns remain ordered and are also indexed by dimension. References such as it or that recover earlier evidence while preserving the exact turn_id in provenance.
Bounded repair
One attempt receives the exact field and error, corrects only the rejected dimension and cannot invent facts. A second invalid response ends in safe abstention.
Pair-specific qualification
Technical compatibility is not quality certification. Every schema, version, locale, model and policy combination must pass repeated evaluation and then a frozen corpus.
First-party catalog
Supported schemas and measured quality
All accept EN and PT-BR. Development scores are the mean of three DeepSeek V4 Flash runs; they are not production certification. No score means the schema is technically supported but has not yet received a domain evaluation.
FrozenBlue bandOrange bandBelow bandUnscored
| Schema | Domain | Status | Score | Quality evidence | Locales |
|---|---|---|---|---|---|
automotive.service@1.0 | Vehicle service | production | 93.33% | frozenDevelopment · 3 runs · 20 cases · evidence-v4.4 · 0 false executions | EN · PT-BR |
beauty.appointment@1.0 | Beauty appointment | production | 98.33% | frozenDevelopment · 3 runs · 20 cases · evidence-v4.4 · 0 false executions | EN · PT-BR |
commerce.purchase@1.0 | Commerce purchase | production | 93.75% | frozenFrozen holdout · DeepSeek · compact-v3.3 · 0 false executions | EN · PT-BR |
conversation.discovery@1.0 | Conversational discovery | experimental | 81.67% | orange bandDevelopment · 3 runs · 20 cases · evidence-v4.6 · 0 false executions | EN · PT-BR |
consulting.engagement@1.0 | Consulting engagement | production | 93.33% | frozenDevelopment · 3 runs · 20 cases · evidence-v4.4 · 0 false executions | EN · PT-BR |
education.course-search@1.0 | Course search | production | 91.67% | frozenDevelopment · 3 runs · 20 cases · evidence-v4.4 · 0 false executions | EN · PT-BR |
events.registration@1.0 | Event registration | production | 88.33% | blue bandDevelopment · 3 runs · 20 cases · evidence-v4.4 · 0 false executions | EN · PT-BR |
finance.accounting-service@1.0 | Accounting service | experimental | 83.33% | orange bandDevelopment · 3 runs · 20 cases · evidence-v4.4 · 0 false executions | EN · PT-BR |
fitness.activity-plan@1.0 | Fitness activity plan | production | 95% | frozenDevelopment · 3 runs · 20 cases · evidence-v4.5 · 0 false executions | EN · PT-BR |
food.order@1.0 | Food ordering | production | 91.67% | frozenDevelopment · 3 runs · 20 cases · evidence-v4.4 · 0 false executions | EN · PT-BR |
healthcare.care-navigation@1.0 | Healthcare navigation | experimental | 81.67% | below bandDevelopment · 3 runs · 20 cases · evidence-v4.4 · 0 false executions | EN · PT-BR |
home-services.job@1.0 | Home services | experimental | 86.67% | below bandDevelopment · 3 runs · 20 cases · evidence-v4.5 · 1 false execution | EN · PT-BR |
hospitality.booking@1.0 | Accommodation booking | experimental | 76.67% | orange bandDevelopment · 3 runs · 20 cases · evidence-v4.4 · 0 false executions | EN · PT-BR |
insurance.claim-intake@1.0 | Insurance claim intake | production | 95% | frozenDevelopment · 3 runs · 20 cases · evidence-v4.4 · 0 false executions | EN · PT-BR |
logistics.shipment@1.0 | Shipment intake | experimental | 75% | below bandDevelopment · 3 runs · 20 cases · evidence-v4.4 · 0 false executions | EN · PT-BR |
psychology.care-intake@1.0 | Psychology care intake | experimental | 78.33% | below bandDevelopment · 3 runs · 20 cases · evidence-v4.4 · 0 false executions | EN · PT-BR |
real-estate.property-search@1.0 | Property search | production | 90% | blue bandDevelopment · 3 runs · 20 cases · evidence-v4.4 · 0 false executions | EN · PT-BR |
recruiting.job-search@1.0 | Job search | experimental | 83.33% | orange bandDevelopment · 3 runs · 20 cases · evidence-v4.4 · 0 false executions | EN · PT-BR |
subscription.management@1.0 | Subscription management | production | 93.33% | frozenDevelopment · 3 runs · 20 cases · evidence-v4.4 · 0 false executions | EN · PT-BR |
support.request@1.0 | Customer support | production | 93.05% | frozenDevelopment · 3 runs · 24 cases · evidence-v4.5 · 0 false executions | EN · PT-BR |
travel.transport-search@1.0 | Travel transport | production | 91.67% | frozenDevelopment · 3 runs · 20 cases · evidence-v4.4 · 0 false executions | EN · PT-BR |
tourism.cultural-itinerary@1.0 | Cultural itinerary | experimental | 66.67% | below bandDevelopment · 3 runs · 20 cases · evidence-v4.6 · 0 false executions | EN · PT-BR |