Triple

T22446861
Position Surface form Disambiguated ID Type / Status
Subject Redux Thunk E554882 entity
Predicate integratesWith P1075 FINISHED
Object Redux applyMiddleware API — NE NERFINISHED

How this triple was built (3 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: Redux applyMiddleware API | Statement: [Redux Thunk, integratesWith, Redux applyMiddleware API]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Redux applyMiddleware API
Context triple: [Redux Thunk, integratesWith, Redux applyMiddleware API]
  • A. Redux Thunk
    Redux Thunk is a popular middleware for Redux that enables writing action creators as functions to handle asynchronous logic and side effects in a Redux application.
  • B. Redux
    Redux is a predictable state management library for JavaScript applications, commonly used with React to centralize and control application state through a unidirectional data flow.
  • C. Redux Saga
    Redux Saga is a JavaScript library for managing complex asynchronous side effects in Redux applications using generator functions and a declarative effects model.
  • D. Redux Toolkit
    Redux Toolkit is the official, opinionated toolset for efficient Redux development, providing simplified APIs and best practices for state management in JavaScript applications.
  • E. React-Redux
    React-Redux is the official React binding library for Redux, providing tools to efficiently connect React components to a centralized state store.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Redux applyMiddleware API
Target entity description: The Redux applyMiddleware API is a core Redux function that lets you extend the store’s dispatch mechanism with custom middleware for handling side effects, logging, async logic, and more.
  • A. Redux Thunk
    Redux Thunk is a popular middleware for Redux that enables writing action creators as functions to handle asynchronous logic and side effects in a Redux application.
  • B. Redux
    Redux is a predictable state management library for JavaScript applications, commonly used with React to centralize and control application state through a unidirectional data flow.
  • C. Redux Saga
    Redux Saga is a JavaScript library for managing complex asynchronous side effects in Redux applications using generator functions and a declarative effects model.
  • D. Redux Toolkit
    Redux Toolkit is the official, opinionated toolset for efficient Redux development, providing simplified APIs and best practices for state management in JavaScript applications.
  • E. React-Redux
    React-Redux is the official React binding library for Redux, providing tools to efficiently connect React components to a centralized state store.
  • F. None of above. chosen

Provenance (2 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_69e11e5113208190ab58c6b595f9d1d0 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15b4803908190990280ebd258cb03 completed April 29, 2026, 1:13 a.m.
Created at: April 16, 2026, 8:47 p.m.