Triple
T7666613
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clean Architecture |
E173638
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
Onion Architecture
Onion Architecture is a software architectural pattern that emphasizes a domain-centric design with concentric layers that enforce dependency inversion and separation of concerns.
|
E679172
|
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: Onion Architecture | Statement: [Clean Architecture, influencedBy, Onion Architecture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Onion Architecture Context triple: [Clean Architecture, influencedBy, Onion Architecture]
-
A.
Clean Architecture
Clean Architecture is a software design philosophy and set of principles, popularized by Robert C. Martin, that emphasizes separation of concerns, testability, and independence from frameworks, databases, and user interfaces.
-
B.
Flux architecture
Flux architecture is a unidirectional data flow pattern for building client-side web applications, originally introduced by Facebook as an alternative to traditional MVC.
-
C.
Portland Pattern Repository
Portland Pattern Repository is an early and influential online collection of software design patterns and related discussions, created by Ward Cunningham as part of the first wiki.
-
D.
Domain-Driven Design: Tackling Complexity in the Heart of Software
"Domain-Driven Design: Tackling Complexity in the Heart of Software" is a seminal software engineering book by Eric Evans that introduces the domain-driven design approach for managing complexity in large, business-focused software systems.
-
E.
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.
- 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: Onion Architecture Triple: [Clean Architecture, influencedBy, Onion Architecture]
Generated description
Onion Architecture is a software architectural pattern that emphasizes a domain-centric design with concentric layers that enforce dependency inversion and separation of concerns.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Onion Architecture Target entity description: Onion Architecture is a software architectural pattern that emphasizes a domain-centric design with concentric layers that enforce dependency inversion and separation of concerns.
-
A.
Clean Architecture
Clean Architecture is a software design philosophy and set of principles, popularized by Robert C. Martin, that emphasizes separation of concerns, testability, and independence from frameworks, databases, and user interfaces.
-
B.
Flux architecture
Flux architecture is a unidirectional data flow pattern for building client-side web applications, originally introduced by Facebook as an alternative to traditional MVC.
-
C.
Portland Pattern Repository
Portland Pattern Repository is an early and influential online collection of software design patterns and related discussions, created by Ward Cunningham as part of the first wiki.
-
D.
Domain-Driven Design: Tackling Complexity in the Heart of Software
"Domain-Driven Design: Tackling Complexity in the Heart of Software" is a seminal software engineering book by Eric Evans that introduces the domain-driven design approach for managing complexity in large, business-focused software systems.
-
E.
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.
- 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_69c701c1383c8190ab5bf803bd6211a9 |
completed | March 27, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89b260000819088d744ea8dc53cd2 |
completed | March 29, 2026, 3:23 a.m. |
| NEDg | Description generation | batch_69c89c037d188190ace1c5e80a43aba0 |
completed | March 29, 2026, 3:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89c698f2c8190b5d2717835bd1d82 |
completed | March 29, 2026, 3:28 a.m. |
Created at: March 27, 2026, 4 p.m.