Triple
T12157618
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ralph Johnson |
E289617
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object | Gang of Four design patterns book |
E32448
|
NE FINISHED |
Disambiguation candidates (1 decision)
The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gang of Four design patterns book Context triple: [Ralph Johnson, knownFor, Gang of Four design patterns book]
-
A.
Design Patterns: Elements of Reusable Object-Oriented Software
chosen
Design Patterns: Elements of Reusable Object-Oriented Software is a seminal software engineering book by the "Gang of Four" that catalogues foundational object-oriented design patterns widely used in software development.
-
B.
Gang of Four design pattern
A Gang of Four design pattern is one of the foundational object-oriented software design solutions cataloged in the influential book "Design Patterns: Elements of Reusable Object-Oriented Software."
-
C.
Pattern Hatching: Design Patterns Applied
Pattern Hatching: Design Patterns Applied is a follow-up book to the original Design Patterns that offers practical insights, case studies, and reflections on applying object-oriented design patterns in real-world software development.
-
D.
the book "Apprenticeship Patterns"
"Apprenticeship Patterns" is a practical software craftsmanship book that offers concrete patterns and guidance for developers to deliberately grow their skills and careers through an apprenticeship mindset.
-
E.
"Implementation Patterns"
"Implementation Patterns" is a software development book by Kent Beck that distills practical coding techniques and design practices for writing clear, maintainable object-oriented code, particularly in Java.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
| Stage | Batch ID | Job type | Status |
|---|---|---|---|
| creating | batch_69d6ab4c6710819097a9d228382dde43 |
elicitation | completed |
| NER | batch_69d915c277e481908351bf4e664dda42 |
ner | completed |
| NED1 | batch_69f5f69c8d408190abbc900deb534045 |
ned_source_triple | completed |
Created at: April 8, 2026, 9:50 p.m.