Triple

T14374638
Position Surface form Disambiguated ID Type / Status
Subject Architecture Components E356441 entity
Predicate includesLibrary P1393 FINISHED
Object ViewModel
ViewModel is an Android Architecture Components class that stores and manages UI-related data in a lifecycle-conscious way to survive configuration changes.
 E1095622 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: ViewModel | Statement: [Architecture Components, includesLibrary, ViewModel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ViewModel
Context triple: [Architecture Components, includesLibrary, ViewModel]
  • A. MVVM
    MVVM (Model–View–ViewModel) is a software architectural pattern that separates an application's user interface from its business logic and data models to improve testability, maintainability, and modularity.
  • B. MVC
    MVC refers to the Missouri Valley Conference, one of the oldest NCAA Division I athletic conferences in the United States.
  • C. MVC
    MVC is a community college in Moreno Valley, California, that is part of the Riverside Community College District.
  • D. Model-View-Presenter
    Model-View-Presenter is a software architectural pattern that separates an application into model, view, and presenter components to improve testability and maintainability, particularly in user interface code.
  • E. Model-View-Update
    Model-View-Update is an architectural pattern for building user interfaces that separates application state, rendering, and update logic, popularized by the Elm programming language and often used in functional and reactive programming.
  • 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: ViewModel
Triple: [Architecture Components, includesLibrary, ViewModel]
Generated description
ViewModel is an Android Architecture Components class that stores and manages UI-related data in a lifecycle-conscious way to survive configuration changes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ViewModel
Target entity description: ViewModel is an Android Architecture Components class that stores and manages UI-related data in a lifecycle-conscious way to survive configuration changes.
  • A. MVVM
    MVVM (Model–View–ViewModel) is a software architectural pattern that separates an application's user interface from its business logic and data models to improve testability, maintainability, and modularity.
  • B. MVC
    MVC refers to the Missouri Valley Conference, one of the oldest NCAA Division I athletic conferences in the United States.
  • C. MVC
    MVC is a community college in Moreno Valley, California, that is part of the Riverside Community College District.
  • D. Model-View-Presenter
    Model-View-Presenter is a software architectural pattern that separates an application into model, view, and presenter components to improve testability and maintainability, particularly in user interface code.
  • E. Model-View-Update
    Model-View-Update is an architectural pattern for building user interfaces that separates application state, rendering, and update logic, popularized by the Elm programming language and often used in functional and reactive programming.
  • 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_69d8279163a081908aec45c0e3f1e02f completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de9007184c8190aebb003cb6548cc8 completed April 14, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c5514688190be90776c8764d4f3 completed May 8, 2026, 2:37 a.m.
NEDg Description generation batch_69fd4d56b67c8190bc9ecd4f444df780 completed May 8, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_69fd4e9a678c8190bd1821e6c43a3a1a completed May 8, 2026, 2:46 a.m.
Created at: April 10, 2026, 1:16 a.m.