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The Semaphore Fact Extraction Framework (FACTS)

FACTS Alternative Labels

  • Last Updated: May 29, 2026
  • 2 minute read
    • Semaphore
    • Documentation

concept anchor label

  • At least one concept anchor label is required for every Anchors

^Alternative label ^Domain ^Range ^

concept anchor label Anchors Label

concept fact label

  • At least one concept fact label is required for every Concept Fact

^Alternative label ^Domain ^Range ^

concept fact label Concept Fact Label

forced preclusion label

Preclusion stops the firing of any label which is wholly and exactly a part of another label. By default, preclusion is globally ‘on’ in FACTS.

This Alt Label type has the same behaviour as “Forced Preclusion”, which is the intentional addition of labels to a model that then generates desired preclusion without generating its own score. For a full description of preclusion, including “Forced Preclusion”, see this blog post: Preclusion Description

^Alternative label ^Domain ^Range ^

forced preclusion label Concept Label

skip over repeat-breaking labels

This Alt Label type is only used for Repeated Fact contexts. It is designed to allow you to ignore intervening semantic units when the extractor is looking for successive firing sequences. One use case for this is when you want to extract from a bulleted list that may have some semantic units (e.g. sentences) between the bullets, and you don’t want those to stop the extractor.

^Alternative label ^Domain ^Range ^

skip over repeat-breaking labels Repeated Fact Per Each Taxonomy Fact Contexts Label

wildcard anchor label

^Alternative label ^Domain ^Range ^

wildcard anchor label Wildcard Anchor Label

wildcard fact label

  • At least one wildcard fact label is required for every Wildcard Fact

^Alternative label ^Domain ^Range ^

wildcard fact label Wildcard Fact Label

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