feat: robust metric extraction with confidence score and proof snippets
- fixed Year-Prefix Bug in MetricParser - added metric_confidence and metric_proof_text to database - added Entity-Check and Annual-Priority to LLM prompt - improved UI: added confidence traffic light and mouse-over proof tooltip - restored missing API endpoints (create, bulk, wiki-override)
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@@ -50,6 +50,9 @@ class Company(Base):
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standardized_metric_value = Column(Float, nullable=True) # e.g., 4500.0
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standardized_metric_unit = Column(String, nullable=True) # e.g., "m²"
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metric_source = Column(String, nullable=True) # "website", "wikipedia", "serpapi"
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metric_proof_text = Column(Text, nullable=True) # Snippet showing the value (e.g. "2,0 Mio Besucher (2020)")
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metric_confidence = Column(Float, nullable=True) # 0.0 - 1.0
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metric_confidence_reason = Column(Text, nullable=True) # Why is it high/low?
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# Relationships
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signals = relationship("Signal", back_populates="company", cascade="all, delete-orphan")
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