Temporal Extraction Results
Intention
14
Total Expressions
1
Expression Types
1
Extraction Jobs
14
spaCy Extracted
Extraction Methodology
Temporal expressions are extracted using a hybrid approach combining spaCy's Named Entity Recognition (DATE entities) with rule-based pattern matching for years, decades, centuries, historical periods, and relative temporal markers. Where possible, expressions are normalized to ISO 8601 format or standardized date ranges.
Future enhancements: Subsequent versions will incorporate LLM-based validation to improve extraction precision, contextual disambiguation for ambiguous expressions, and temporal relation extraction to identify event ordering and duration relationships within the document.
Extracted Temporal Expressions 14
21
DATE
2025-12-21T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 39-41
3rd June, 1957
DATE
1957-06-03T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 78-92
2025
DATE
2025-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 1932-1936
2025
DATE
2025-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 4070-4074
2025
DATE
2025-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 6073-6077
2025
DATE
2025-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 8431-8435
2025
DATE
2025-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 10680-10684
2025
DATE
2025-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 12977-12981
2025
DATE
2025-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 15301-15305
2025
DATE
2025-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 17480-17484
2025
DATE
2025-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 19737-19741
2025
DATE
2025-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 21837-21841
2025
DATE
2025-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 24127-24131
2025
DATE
2025-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 24503-24507
By Expression Type
DATE
14
Extraction Jobs
Temporal Extraction
2025-12-16 15:02
Completed