Triple
T7665520
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flyweight |
E173613
|
entity |
| Predicate | oftenUsedWith |
P4791
|
FINISHED |
| Object |
Singleton pattern
The Singleton pattern is a creational design pattern that ensures a class has only one globally accessible instance, commonly used to provide shared resources or centralized control in software systems.
|
E679874
|
NE FINISHED |
How this triple was built (4 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: Singleton pattern | Statement: [Flyweight, oftenUsedWith, Singleton pattern]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Singleton pattern Context triple: [Flyweight, oftenUsedWith, Singleton pattern]
-
A.
Singleton
Singleton is a town in the Hunter Region of New South Wales, Australia, known for its coal mining, agriculture, and proximity to the Hunter Valley wine region.
-
B.
Singleton
Singleton is the middle name of John S. Mosby, the famed Confederate cavalry commander and guerrilla leader known as the "Gray Ghost" during the American Civil War.
-
C.
Factory Method
Factory Method is a creational design pattern that defines an interface for creating objects while allowing subclasses to decide which concrete classes to instantiate, promoting loose coupling and extensibility.
-
D.
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.
-
E.
Single Responsibility Principle
The Single Responsibility Principle is a core object-oriented design guideline stating that a class or module should have only one reason to change, meaning it should be responsible for just a single, well-defined functionality.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Singleton pattern Triple: [Flyweight, oftenUsedWith, Singleton pattern]
Generated description
The Singleton pattern is a creational design pattern that ensures a class has only one globally accessible instance, commonly used to provide shared resources or centralized control in software systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Singleton pattern Target entity description: The Singleton pattern is a creational design pattern that ensures a class has only one globally accessible instance, commonly used to provide shared resources or centralized control in software systems.
-
A.
Singleton
Singleton is a town in the Hunter Region of New South Wales, Australia, known for its coal mining, agriculture, and proximity to the Hunter Valley wine region.
-
B.
Singleton
Singleton is the middle name of John S. Mosby, the famed Confederate cavalry commander and guerrilla leader known as the "Gray Ghost" during the American Civil War.
-
C.
Factory Method
Factory Method is a creational design pattern that defines an interface for creating objects while allowing subclasses to decide which concrete classes to instantiate, promoting loose coupling and extensibility.
-
D.
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.
-
E.
Single Responsibility Principle
The Single Responsibility Principle is a core object-oriented design guideline stating that a class or module should have only one reason to change, meaning it should be responsible for just a single, well-defined functionality.
- F. None of above. chosen
Provenance (5 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_69c699562484819086752091e3164a27 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701bfb67c81908b416802eaf0faac |
completed | March 27, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89b1fdccc8190a69b4745dc3b2347 |
completed | March 29, 2026, 3:23 a.m. |
| NEDg | Description generation | batch_69c89d513af88190b453bf3bf1adcbfb |
completed | March 29, 2026, 3:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89ddd81a88190924d41529e94b06b |
completed | March 29, 2026, 3:34 a.m. |
Created at: March 27, 2026, 4 p.m.