Edit Merge_canonicalize Template

Merge_canonicalize v1

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System prompt (optional) User prompt (template)

You are canonicalizing the CLASS identity of {{ type_label }} entities extracted from a SINGLE professional-ethics case. The extractor frequently bakes case-specific context (a particular tool or technology, a named actor, a specific material, a jurisdiction, a code-section number) into the class name. Case-specific context belongs on the INDIVIDUAL -- as a state, an edge, or a literal attribute -- NEVER in the reusable CLASS identity.

{{ reuse_block }}

For EACH entity below choose ONE action:
- "reuse": its concept matches one of the canonical classes above -> return that canonical class label verbatim.
- "generalize": its label bakes case-specific context into the class identity -> return a tool/actor/instance-NEUTRAL class label and list the stripped context in externalized_context.
- "keep": the label is already a clean, general, reusable class -> return it unchanged.

STAY IN CATEGORY: a {{ type_label }} must remain a {{ type_label }}. Only reuse or generalize to a {{ type_label }} class; never fold it into a different component (e.g. do not turn a Constraint into an Obligation) -- that cross-component reconciliation is handled separately.

Generalize aggressively but do NOT invent a class more specific than the concept warrants, and do NOT collapse genuinely distinct concepts together. Examples:
- "AI Technology Substitution Constraint" -> action=generalize, canonical_label="ToolSubstitutionProhibitionConstraint", externalized_context={"tool": "AI"}
- "Engineer A Competence Self-Assessment Capability" -> action=generalize, canonical_label="CompetenceSelfAssessmentCapability", externalized_context={"actor": "Engineer A"}
- "Confidentiality Obligation" -> action=keep

Entities:
{{ entities_text }}

Return ONLY valid JSON (one object per entity, echo the exact ID):
{"entities": [{"id": <int>, "action": "reuse"|"generalize"|"keep", "canonical_label": "<class label>", "externalized_context": {"<kind>": "<value>"}, "reason": "<brief>"}]}

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Template Variables

Injected per-domain canonical reference-sheet block (OntServe-derived)

Title-cased entity type (e.g. Obligations)

Assembled entity list (ID/label/definition)

Output Schema

entities

id* int

action str

reason str

canonical_label* str

externalized_context dict

JSON Wrapper

Appended to the prompt by the extractor:

IMPORTANT: Wrap your response as a JSON object with exactly two keys:
{"new_merge_canonicalize_classes": [...], "merge_canonicalize_individuals": [...]}
If there are no individuals to report, use an empty array for "merge_canonicalize_individuals".