Triple

T5923953
Position Surface form Disambiguated ID Type / Status
Subject Redux E131759 entity
Predicate inspiredBy P9 FINISHED
Object 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.
 E554879 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: Flux architecture | Statement: [Redux, inspiredBy, Flux architecture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Flux architecture
Context triple: [Redux, inspiredBy, Flux architecture]
  • A. MVC
    MVC refers to the Missouri Valley Conference, one of the oldest NCAA Division I athletic conferences in the United States.
  • B. 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.
  • C. 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.
  • D. Vuex
    Vuex is the official state management library for Vue.js applications, providing a centralized store and predictable state handling patterns.
  • E. 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.
  • 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: Flux architecture
Triple: [Redux, inspiredBy, Flux architecture]
Generated description
Flux architecture is a unidirectional data flow pattern for building client-side web applications, originally introduced by Facebook as an alternative to traditional MVC.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Flux architecture
Target entity description: Flux architecture is a unidirectional data flow pattern for building client-side web applications, originally introduced by Facebook as an alternative to traditional MVC.
  • A. MVC
    MVC refers to the Missouri Valley Conference, one of the oldest NCAA Division I athletic conferences in the United States.
  • B. 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.
  • C. 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.
  • D. Vuex
    Vuex is the official state management library for Vue.js applications, providing a centralized store and predictable state handling patterns.
  • E. 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.
  • 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_69c0085a1ed08190a7e9a8b6323fd680 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03851189c819094524e8b5080545e completed March 22, 2026, 6:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c0483e3481908e50f8b34b11a878 completed March 23, 2026, 4:23 a.m.
NEDg Description generation batch_69c0c1442eb48190bc67c77764116b17 completed March 23, 2026, 4:27 a.m.
NED2 Entity disambiguation (via description) batch_69c0c1c31b108190af16c66f6e8a4c25 completed March 23, 2026, 4:29 a.m.
Created at: March 22, 2026, 4 p.m.