tegwick
5ede1de4b8
- SourcePipeline: retry split_entities stage once when 0 entity delimiters are found (free-tier models intermittently return short non-formatted responses); save raw LLM response to <stage>-raw.md alongside prompts - Return None (pause pipeline) rather than writing empty view file when no entities found after max retries - _http.py: wrap json.JSONDecodeError in LLMAPIError with body preview - extract-entities.md: add explicit H2-heading format example to Output Format section to prevent models from using inline "Section:" format Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
87 lines
2.5 KiB
Markdown
87 lines
2.5 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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Use **H2 headings** (`##`) for each section inside the entity document.
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Do NOT use inline `Section:` format or H3 headings.
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Example of a correctly formatted entity:
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```
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--- ENTITY: division of labour ---
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# Division of Labour
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## Definition
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The separation of a work process into distinct tasks performed by specialised
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workers, increasing productivity through greater dexterity, saved time, and
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the invention of labour-saving machinery.
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## Source Chapter
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Book I, Chapter 1
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## Context
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The opening chapter's central argument, illustrated by Smith's pin factory
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example showing how dividing 18 operations dramatically increases output.
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## Economic Domain
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Production
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---
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```
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