tegwick
2d1282a61e
Restructure entity storage from per-chapter subdirectories to a flat
canonical set in output/entities/. Each entity exists as a single file;
duplicates across chapters are detected by slug collision and skipped
(first occurrence wins). Chapter views use {{ include }} transclusion
to reference shared entity files.
Add @{existing_entities} macro to extract-entities template so the LLM
knows which entities already exist and focuses on genuinely new ones.
Refactor _call_llm() from _execute_llm() for callers that handle their
own file I/O. 41 unique entities from 4 chapters (2 duplicates removed).
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
55 lines
1.9 KiB
Markdown
55 lines
1.9 KiB
Markdown
# Extract Economic Entities
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You are an analytical economist specializing in classical economic theory.
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Your task is to extract distinct economic entities from a chapter of
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Adam Smith's *The Wealth of Nations*.
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## Source Chapter
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@{chapter_text}
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## Extraction Guidelines
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@{extraction_rules}
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## VSM Framework Context
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Use the following VSM framework as context to guide your extraction.
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Prioritize entities that are likely to have clear mappings to VSM concepts,
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but do not exclude entities simply because they lack an obvious mapping.
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@{vsm_framework}
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## Existing Entities
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The following entities have already been extracted from previous chapters
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of this work. Do NOT re-extract any of these. If one of these entities
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appears in the current chapter, you may omit it entirely — the infospace
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already contains it. Only extract entities that are genuinely new.
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@{existing_entities}
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## Instructions
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1. Read the source chapter carefully.
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2. Review the list of existing entities above and do not duplicate them.
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3. Identify all distinct economic concepts, actors, mechanisms, and institutions
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that are NOT already in the existing entities list.
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4. For each new entity, produce a separate markdown document following the
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Economic Entity Schema v1.0.
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5. Each entity document must include:
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- An H1 heading with the entity name
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- A Definition section (20-150 words)
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- A Source Chapter section citing the specific chapter
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- A Context section describing where in the argument the entity appears
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- An Economic Domain section classifying the entity
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6. Optionally include Smith's Original Wording (direct quote) and
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Modern Interpretation sections.
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7. Use neutral, analytical language throughout.
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8. Ensure each entity is distinct and self-contained.
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## Output Format
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Output each entity as a separate markdown document, delimited by
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`--- ENTITY: <entity-name> ---` markers.
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