119 lines
3.2 KiB
YAML
119 lines
3.2 KiB
YAML
id: https://nde.nl/ontology/hc/class/ReasoningContent
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name: reasoning_content_class
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title: Reasoning Content Class
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prefixes:
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linkml: https://w3id.org/linkml/
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hc: https://nde.nl/ontology/hc/
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schema: http://schema.org/
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prov: http://www.w3.org/ns/prov#
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default_prefix: hc
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imports:
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- linkml:types
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- ../slots/has_description
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- ../slots/identified_by
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- ../slots/has_label
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classes:
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ReasoningContent:
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class_uri: prov:Entity
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description: 'LLM reasoning content that is preserved across conversation turns.
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**DEFINITION**:
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ReasoningContent represents the chain-of-thought reasoning that LLMs like
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GLM 4.7 expose through their thinking modes. This class captures the
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reasoning_content that should be preserved when using "Preserved Thinking"
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mode for multi-turn conversations.
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**GLM 4.7 Preserved Thinking** (https://docs.z.ai/guides/capabilities/thinking-mode):
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When `clear_thinking: false` (Preserved Thinking enabled):
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- Reasoning content from previous turns is retained in context
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- Improves model performance and increases cache hit rates
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- Requires returning EXACT, UNMODIFIED reasoning_content back to API
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**Migration from clear_thinking**:
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This class replaces the boolean `clear_thinking` slot with a structured
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representation of what is being preserved:
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| Old Pattern | New Pattern |
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|-------------|-------------|
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| `clear_thinking: false` | `preserves_or_preserved: ReasoningContent` with
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`is_preserved: true` |
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| `clear_thinking: true` | `preserves_or_preserved: ReasoningContent` with `is_preserved:
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false` |
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**PROV-O Alignment**:
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- ReasoningContent IS a prov:Entity (the reasoning output)
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- Links to LLMResponse via preserves_or_preserved slot
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- Enables tracking reasoning provenance across turns
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**Use Cases**:
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- Multi-turn agent conversations with preserved context
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- Debugging reasoning chain across API calls
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- Auditing LLM decision-making process
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- Optimizing cache hit rates
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'
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exact_mappings:
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- prov:Entity
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close_mappings:
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- schema:Comment
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- schema:Review
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slots:
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- has_label
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- has_description
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- identified_by
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slot_usage:
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has_label:
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examples:
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- value: Turn 3 Reasoning
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has_description:
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examples:
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- value: Chain-of-thought reasoning for heritage institution extraction
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identified_by:
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examples:
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- value: reasoning-turn-3-20260119-143000
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annotations:
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specificity_score: 0.8
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specificity_rationale: Highly specific to LLM API reasoning preservation domain
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custodian_types: '["D"]'
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custodian_types_rationale: Applies to Digital Platform custodians using LLM
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APIs
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examples:
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- value:
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has_label: Preserved Reasoning
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- value:
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has_label: Cleared Context
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has_description: Fresh context for new query topic
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comments:
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- Created from slot_fixes.yaml migration (2026-01-19)
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- Replaces boolean clear_thinking with structured reasoning preservation
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- Enables tracking what reasoning is preserved and why
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- PROV-O Entity alignment for provenance tracking
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