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Module atomic_fact_extractor

Module atomic_fact_extractor 

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ATOM atomic fact extraction module (Phase 1.3) ATOM Atomic Fact Extraction

This module implements atomic fact extraction following the ATOM methodology (itext2kg - https://github.com/AuvaLab/itext2kg)

ATOM extracts self-contained facts as 5-tuples: (Subject, Predicate, Object, TemporalMarker, Confidence)

Benefits:

  • More granular than entity-relationship pairs
  • Better temporal grounding
  • Easier to validate and verify
  • Natural fit for knowledge graphs

Structsยง

AtomicFact
Atomic fact extracted from text
AtomicFactExtractor
Extractor for atomic facts from text