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.