Add generic semantic reconciliation prompt assets
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Candidate material:
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{{ input "candidates" }}
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Identify only high-confidence duplicate entities among the supplied candidates.
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Preserve distinct entities even when their names are similar. Treat contextual descriptions and transcript evidence as supporting material, not as permission to merge ambiguous records.
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When several records are duplicates, choose as canonical the candidate with the clearest stable identity. Prefer a complete proper name over an abbreviation, and prefer an unadorned proper name over one with incidental descriptors unless the evidence establishes those descriptors as part of the name. A longer name is not inherently more canonical.
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assets/generic/normalize/deduplication/prompts/prompt.yaml
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assets/generic/normalize/deduplication/prompts/prompt.yaml
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id: generic.semantic_reconciliation
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version: "v1"
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inputs:
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- name: candidates
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required: true
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content_type: application/json
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- name: transcript
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required: true
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content_type: application/json
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messages:
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- role: system
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content_file: ./system.md
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- role: user
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content_file: ./protocol.md
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- role: user
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content_file: ./instructions.md
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cache_control:
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type: ephemeral
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- role: user
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content_file: ./candidates.md
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- role: user
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content_file: ./transcript-windows.md
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output:
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format: json
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validation_mode: json_schema
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schema_path: semantic_reconciliation_llm.v1.json
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repair_attempts: 0
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Use only the positive integer `candidate_id` values supplied in the candidate material.
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Return a duplicate group only when the evidence supports that every selected candidate describes the same underlying entity. Each group must contain at least two distinct candidate IDs, and its `canonical_candidate_id` must be one of those IDs. A candidate may appear in at most one group.
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Omit uncertain matches and candidates that should remain distinct. Do not invent candidates or infer an ID from list position. An empty `duplicate_groups` array is valid.
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The response must conform exactly to the selected JSON schema. Return IDs only: do not copy candidate names, evidence, transcript text, source identifiers, or source ranges into the response.
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assets/generic/normalize/deduplication/prompts/system.md
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assets/generic/normalize/deduplication/prompts/system.md
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You reconcile structured records that may describe the same underlying entity.
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Follow the supplied protocol and return only the requested structured result.
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Transcript evidence windows:
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{{ input "transcript" }}
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