Temporal Extraction Results
Agent (Black's Law Dictionary, 12th ed.)
76
Total Expressions
2
Expression Types
1
Extraction Jobs
76
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 76
12th ed. 2024
DATE
2024-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 31-44
12th ed. 2024
DATE
2024-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 70-83
1952
DATE
1952-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 1203-1207
2d ed. 1990
DATE
1990-02-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 1527-1538
2002
DATE
2002-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 1565-1569
1857
DATE
1857-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 1800-1804
1823
DATE
1823-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 1940-1944
1993
DATE
1993-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 2140-2144
1935
DATE
1935-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 2537-2541
1937
DATE
1937-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 2736-2740
1922
DATE
1922-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 3120-3124
16c
DATE
2025-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 3386-3389
18c
DATE
2025-12-18T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 3648-3651
2024
DATE
2024-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 3820-3824
12th ed. 2024
DATE
2024-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 3920-3933
1812
DATE
1812-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 3955-3959
17c
DATE
2025-12-17T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 4187-4190
1819
DATE
1819-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 4297-4301
1822
DATE
1822-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 4546-4550
18c
DATE
2025-12-18T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 5070-5073
1935
DATE
1935-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 5328-5332
1881
DATE
1881-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 5479-5483
1874
DATE
1874-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 5652-5656
18c
DATE
2025-12-18T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 5868-5871
1938
DATE
1938-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 6040-6044
1837
DATE
1837-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 6194-6198
17c
DATE
2025-12-17T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 6392-6395
1805
DATE
1805-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 6731-6735
1822
DATE
1822-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 7000-7004
1957
DATE
1957-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 7082-7086
17c
DATE
2025-12-17T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 7321-7324
1805
DATE
1805-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 7483-7487
1866
DATE
1866-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 8053-8057
2024
DATE
2024-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 8369-8373
12th ed. 2024
DATE
2024-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 8469-8482
1927
DATE
1927-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 8530-8534
1804
DATE
1804-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 8673-8677
1812
DATE
1812-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 8853-8857
1954
DATE
1954-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 9119-9123
18c
DATE
2025-12-18T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 9512-9515
1920
DATE
1920-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 9644-9648
1859
DATE
1859-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 9970-9974
18c
DATE
2025-12-18T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 10725-10728
17c
DATE
2025-12-17T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 10903-10906
1886
DATE
1886-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 10993-10997
1954
DATE
1954-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 11111-11115
17c
DATE
2025-12-17T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 11464-11467
1844
DATE
1844-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 11602-11606
1809
DATE
1809-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 11986-11990
18c
DATE
2025-12-18T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 12308-12311
1839
DATE
1839-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 12626-12630
1952
DATE
1952-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 12817-12821
2024
DATE
2024-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 12844-12848
12th ed. 2024
DATE
2024-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 12944-12957
1901
DATE
1901-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 12976-12980
1855
DATE
1855-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 13333-13337
17c
DATE
2025-12-17T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 13728-13731
1888
DATE
1888-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 14083-14087
1844
DATE
1844-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 14290-14294
1873
DATE
1873-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 14574-14578
18c
DATE
2025-12-18T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 14612-14615
1952
DATE
1952-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 15642-15646
17c
DATE
2025-12-17T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 15706-15709
1934
DATE
1934-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 15902-15906
17c
DATE
2025-12-17T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 16057-16060
1850
DATE
1850-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 16218-16222
1930
DATE
1930-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 16857-16861
1905
DATE
1905-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 17065-17069
1863
DATE
1863-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 17613-17617
18c
DATE
2025-12-18T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 17794-17797
2024
DATE
2024-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 17886-17890
12th ed. 2024
DATE
2024-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 17986-17999
1800
YEAR
75.0%
spacy
spacy_ner_plus_regex
pos: 18026-18030
2024
DATE
2024-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 18233-18237
2024
DATE
2024-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 18309-18313
2024
DATE
2024-12-16T00:00:00
85.0%
spacy
spacy_ner_plus_regex
pos: 18377-18381
By Expression Type
DATE
75
YEAR
1
Extraction Jobs
Temporal Extraction
2025-12-16 15:02
Completed