id: https://nde.nl/ontology/hc/class/ThinkingMode
name: thinking_mode_class
title: Thinking Mode
prefixes:
  linkml: https://w3id.org/linkml/
  hc: https://nde.nl/ontology/hc/
  schema: http://schema.org/
  prov: http://www.w3.org/ns/prov#
default_prefix: hc
imports:
- linkml:types
- ../enums/ThinkingModeEnum
- ../slots/has_description
- ../slots/has_label
- ../slots/has_score
classes:
  ThinkingMode:
    class_uri: schema:PropertyValue
    description: >-
      Controlled categorization of reasoning styles applied during interpretation, analysis, or decision support.
    alt_descriptions:
      nl: LLM-denkwijzeconfiguratie voor API-verzoeken.
      de: LLM-Denkmodus-Konfiguration für API-Anfragen.
      fr: Configuration du mode de réflexion LLM pour les requêtes API.
      es: 'Concepto para: Configuration setting controlling how a large language model performs internal reasoning during inference operations.'
      ar: 'مفهوم لـ: Configuration setting controlling how a large language model performs internal reasoning during inference operations.'
      id: 'Konsep untuk: Configuration setting controlling how a large language model performs internal reasoning during inference operations.'
      zh: 用于以下内容的概念：Configuration setting controlling how a large language model performs internal reasoning during inference operations.
    structured_aliases:
    - literal_form: denkwijze
      in_language: nl
    - literal_form: Denkmodus
      in_language: de
    - literal_form: mode de réflexion
      in_language: fr
    - literal_form: thinking mode
      in_language: es
    - literal_form: thinking mode
      in_language: ar
    - literal_form: thinking mode
      in_language: id
    - literal_form: thinking mode
      in_language: zh
    broad_mappings:
    - schema:PropertyValue
    close_mappings:
    - prov:Plan
    slots:
    - has_label
    - has_description
    - has_score
    slot_usage:
      has_label:
        examples:
        - value: Preserved Thinking
      has_description:
        examples:
        - value: Retains reasoning_content from previous assistant turns in context for improved performance.
    comments:
    - ThinkingMode represents the operational mode for LLM reasoning during inference
    - This class wraps ThinkingModeEnum to provide extensibility and structured metadata
    - GLM 4.7 Thinking Modes: enabled (thinking enabled, model reasons before responding), disabled (thinking disabled, faster responses without reasoning_content), interleaved (think between tool calls, default since GLM-4.5), preserved (retain reasoning across turns, Coding Plan default)
    - Ontological Alignment: Maps to schema:PropertyValue for configuration settings, enables future extension with timing, tokens, confidence metadata
    - Migration Note: Created 2026-01-16 to replace bespoke thinking_mode slot per Rule 53/56
    annotations:
      specificity_score: 0.75
      specificity_rationale: Highly specific to LLM API configuration domain
      custodian_types: '["D"]'
      custodian_types_rationale: Applies to Digital Platform custodians using LLM APIs
    examples:
    - value:
        has_label: Preserved Thinking
        has_description: Retains reasoning across conversation turns for improved accuracy.
    - value:
        has_label: Interleaved Thinking
        has_description: Default mode - thinks between tool calls.