src.dackar.RCA.ner.hybrid_ner.pipeline
======================================

.. py:module:: src.dackar.RCA.ner.hybrid_ner.pipeline


Attributes
----------

.. autoapisummary::

   src.dackar.RCA.ner.hybrid_ner.pipeline.MECH_KEYWORDS


Classes
-------

.. autoapisummary::

   src.dackar.RCA.ner.hybrid_ner.pipeline.HybridNERPipeline


Module Contents
---------------

.. py:data:: MECH_KEYWORDS

.. py:class:: HybridNERPipeline(schema, generators, consolidator = None, disambiguator = None, classifier = None, compatibility = None, postprocessor = None, desc_gen = None, llm_disambiguator=None, enable_split_component_mechanism = True)

   Orchestrates the Hybrid NER steps:

     1) Candidate generation (high recall): multiple generators
     2) Consolidation: dedupe/merge candidates
     3) Rule disambiguation: cheap context guards (optional)
     4) ML classifier: span classification (optional)
     5) Compatibility engine: enforce group schema rules and multi-label policy
     6) Postprocess: flatten entities and provide audit trail

   This pipeline is designed so each stage can be swapped or extended without
   breaking downstream code.


   .. py:attribute:: schema


   .. py:attribute:: generators


   .. py:attribute:: consolidator


   .. py:attribute:: disambiguator


   .. py:attribute:: classifier


   .. py:attribute:: compatibility


   .. py:attribute:: postprocessor


   .. py:attribute:: desc_gen
      :value: None



   .. py:attribute:: llm_disambiguator
      :value: None



   .. py:attribute:: enable_split_component_mechanism
      :value: True



   .. py:method:: run(doc)