Triple
T9635138
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dependency Inversion Principle |
E232908
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Inversion of Control
Inversion of Control is a software design principle where the flow of control is delegated from custom code to a framework or container, enabling more modular, testable, and loosely coupled systems.
|
E811522
|
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: Inversion of Control | Statement: [Dependency Inversion Principle, relatedTo, Inversion of Control]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Inversion of Control Context triple: [Dependency Inversion Principle, relatedTo, Inversion of Control]
-
A.
DependencyInjection
DependencyInjection is Symfony’s powerful service container component that manages object creation and wiring through configurable, testable, and decoupled dependency injection.
-
B.
Dependency Inversion Principle
The Dependency Inversion Principle is an object-oriented design guideline that promotes decoupling by having high-level and low-level modules depend on shared abstractions rather than concrete implementations.
-
C.
SOLID principles
SOLID principles are a set of five foundational object-oriented design guidelines that promote maintainable, flexible, and scalable software architectures.
-
D.
Model-View-Controller
Model-View-Controller (MVC) is a software architectural pattern that separates an application into three interconnected components—model, view, and controller—to improve modularity, testability, and maintainability.
-
E.
AOP
AOP (Appellation d’Origine Protégée) is a European quality label that guarantees agricultural and food products are produced, processed, and prepared in a specific geographical area using recognized local know-how.
- 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: Inversion of Control Triple: [Dependency Inversion Principle, relatedTo, Inversion of Control]
Generated description
Inversion of Control is a software design principle where the flow of control is delegated from custom code to a framework or container, enabling more modular, testable, and loosely coupled systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Inversion of Control Target entity description: Inversion of Control is a software design principle where the flow of control is delegated from custom code to a framework or container, enabling more modular, testable, and loosely coupled systems.
-
A.
DependencyInjection
DependencyInjection is Symfony’s powerful service container component that manages object creation and wiring through configurable, testable, and decoupled dependency injection.
-
B.
Dependency Inversion Principle
The Dependency Inversion Principle is an object-oriented design guideline that promotes decoupling by having high-level and low-level modules depend on shared abstractions rather than concrete implementations.
-
C.
SOLID principles
SOLID principles are a set of five foundational object-oriented design guidelines that promote maintainable, flexible, and scalable software architectures.
-
D.
Model-View-Controller
Model-View-Controller (MVC) is a software architectural pattern that separates an application into three interconnected components—model, view, and controller—to improve modularity, testability, and maintainability.
-
E.
AOP
AOP (Appellation d’Origine Protégée) is a European quality label that guarantees agricultural and food products are produced, processed, and prepared in a specific geographical area using recognized local know-how.
- 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_69ca848940cc8190b97cec654cb3bb4a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9b2a0e2c8190ab5aaa223b1e1cde |
completed | April 1, 2026, 10:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d18237e2608190a3e7d45231a35efd |
completed | April 4, 2026, 9:27 p.m. |
| NEDg | Description generation | batch_69d18333b5c4819090152a2da5e51e87 |
completed | April 4, 2026, 9:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d183c8da2c8190a655c49994b94698 |
completed | April 4, 2026, 9:34 p.m. |
Created at: March 30, 2026, 8:11 p.m.