Documentation
Start with the reference.
SuperER prepares a grounded interpretation of a request so your application can decide what to do next.
SuperER is used in production. Validate your own catalogs, models, and tool contracts for the workload you intend to serve.
What problem does it solve?
A user says “Alex.” Your directory contains two matches. A later message corrects the name, clears a filter, or refers to a result shown earlier. SuperER makes those interpretations explicit and connects them to the fields a tool needs.
The core workflow links mentions to catalog entities and typed values. Sessions add conversational state; applications can also resolve individual requests. Batch record deduplication is not a built-in workflow.
Follow a small directory example through a user choice.
ConceptsEntities, evidence, and stateUnderstand the pieces and their boundaries.
IntegrationConnect your applicationBring a catalog, extraction adapter, and tool contract.
EvaluationRead the evidenceCompare measured outcomes and study limitations.
A small core, optional models
The Python core has no runtime dependencies and supports Python 3.11 or later. Deterministic rules handle bounded language; optional model adapters support richer interpretation and candidate selection. The reference examples use synthetic catalogs.