Triple

T22446794
Position Surface form Disambiguated ID Type / Status
Subject Redux Toolkit E554881 entity
Predicate partOf P40 FINISHED
Object Redux ecosystem
The Redux ecosystem is the broader collection of tools, libraries, and patterns built around the Redux state management library to simplify and enhance managing application state in JavaScript apps.
E1536622 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: Redux ecosystem | Statement: [Redux Toolkit, partOf, Redux ecosystem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Redux ecosystem
Context triple: [Redux Toolkit, partOf, Redux ecosystem]
  • A. 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.
  • B. React-Redux
    React-Redux is the official React binding library for Redux, providing tools to efficiently connect React components to a centralized state store.
  • C. 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.
  • D. 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.
  • 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.
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: Redux ecosystem
Triple: [Redux Toolkit, partOf, Redux ecosystem]
Generated description
The Redux ecosystem is the broader collection of tools, libraries, and patterns built around the Redux state management library to simplify and enhance managing application state in JavaScript apps.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Redux ecosystem
Target entity description: The Redux ecosystem is the broader collection of tools, libraries, and patterns built around the Redux state management library to simplify and enhance managing application state in JavaScript apps.
  • A. 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.
  • B. React-Redux
    React-Redux is the official React binding library for Redux, providing tools to efficiently connect React components to a centralized state store.
  • C. 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.
  • D. 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.
  • 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 (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_69e11e5113208190ab58c6b595f9d1d0 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15b4803908190990280ebd258cb03 completed April 29, 2026, 1:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b0c7640fc8190a2dd1643a7c2a5b0 completed May 18, 2026, 12:56 p.m.
NEDg Description generation batch_6a0b0cd3f7bc8190bdc1e241ea1c642f completed May 18, 2026, 12:57 p.m.
NED2 Entity disambiguation (via description) batch_6a0b0d40e0c8819083a430e30dba1848 completed May 18, 2026, 12:59 p.m.
Created at: April 16, 2026, 8:47 p.m.