Triple
T23255857
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PLoP conference series |
E581866
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | pattern-oriented software architecture |
—
|
NE NERFINISHED |
How this triple was built (3 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: pattern-oriented software architecture | Statement: [PLoP conference series, relatedTo, pattern-oriented software architecture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: pattern-oriented software architecture Context triple: [PLoP conference series, relatedTo, pattern-oriented software architecture]
-
A.
Analysis Patterns: Reusable Object Models
Analysis Patterns: Reusable Object Models is a software engineering book by Martin Fowler that presents recurring object-oriented design solutions for modeling complex business domains.
-
B.
Patterns of Enterprise Application Architecture
Patterns of Enterprise Application Architecture is a seminal software engineering book that catalogs and explains common design patterns and best practices for building large-scale enterprise applications.
-
C.
Design Patterns: Elements of Reusable Object-Oriented Software
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.
-
D.
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.
-
E.
Pattern Languages of Programs conference
The Pattern Languages of Programs conference is a software engineering conference focused on the theory and practice of patterns in software design and development.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: pattern-oriented software architecture Target entity description: Pattern-oriented software architecture is an approach to software design that systematically applies proven architectural patterns to structure complex systems in a reusable and maintainable way.
-
A.
Analysis Patterns: Reusable Object Models
Analysis Patterns: Reusable Object Models is a software engineering book by Martin Fowler that presents recurring object-oriented design solutions for modeling complex business domains.
-
B.
Patterns of Enterprise Application Architecture
Patterns of Enterprise Application Architecture is a seminal software engineering book that catalogs and explains common design patterns and best practices for building large-scale enterprise applications.
-
C.
Design Patterns: Elements of Reusable Object-Oriented Software
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.
-
D.
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.
-
E.
Pattern Languages of Programs conference
The Pattern Languages of Programs conference is a software engineering conference focused on the theory and practice of patterns in software design and development.
- F. None of above. chosen
Provenance (2 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e246079f58819085eaa9c260906880 |
completed | April 17, 2026, 2:39 p.m. |
| NER | Named-entity recognition | batch_69f194c4905c819099ca21c6529413ac |
completed | April 29, 2026, 5:19 a.m. |
Created at: April 17, 2026, 4:11 p.m.