Triple

T22446866
Position Surface form Disambiguated ID Type / Status
Subject Redux Thunk E554882 entity
Predicate alternativeTo P5887 FINISHED
Object Redux Observable — 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 Observable | Statement: [Redux Thunk, alternativeTo, Redux Observable]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Redux Observable
Context triple: [Redux Thunk, alternativeTo, Redux Observable]
  • A. 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.
  • 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. NgRx
    NgRx is a set of reactive state management libraries for Angular applications, inspired by Redux and built on RxJS to help manage global and local application state in a predictable way.
  • 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. 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.
  • 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 Observable
Target entity description: Redux Observable is a middleware library for Redux that uses RxJS to handle complex asynchronous logic and side effects through reactive streams.
  • A. 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.
  • 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. NgRx
    NgRx is a set of reactive state management libraries for Angular applications, inspired by Redux and built on RxJS to help manage global and local application state in a predictable way.
  • 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. 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.
  • 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.