Triple

T1613084
Position Surface form Disambiguated ID Type / Status
Subject Angular E34653 entity
Predicate ecosystem P964 FINISHED
Object 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.
 E183376 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: NgRx | Statement: [Angular, ecosystem, NgRx]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NgRx
Context triple: [Angular, ecosystem, NgRx]
  • 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. Vuex
    Vuex is the official state management library for Vue.js applications, providing a centralized store and predictable state handling patterns.
  • C. Angular
    Angular is a popular TypeScript-based open-source web application framework developed by Google for building dynamic, single-page client applications.
  • D. NestJS
    NestJS is a progressive Node.js framework for building efficient, scalable server-side applications using TypeScript and a modular, dependency-injection-driven architecture.
  • E. Pinia
    Pinia is the official state management library for Vue.js, offering a lightweight, modular, and TypeScript-friendly alternative to Vuex.
  • 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: NgRx
Triple: [Angular, ecosystem, NgRx]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NgRx
Target entity description: 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.
  • 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. Vuex
    Vuex is the official state management library for Vue.js applications, providing a centralized store and predictable state handling patterns.
  • C. Angular
    Angular is a popular TypeScript-based open-source web application framework developed by Google for building dynamic, single-page client applications.
  • D. NestJS
    NestJS is a progressive Node.js framework for building efficient, scalable server-side applications using TypeScript and a modular, dependency-injection-driven architecture.
  • E. Pinia
    Pinia is the official state management library for Vue.js, offering a lightweight, modular, and TypeScript-friendly alternative to Vuex.
  • 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_69a885ffc5ec819091afa325d5f9611c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9098e245c8190b0169b648434aa49 completed March 5, 2026, 4:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51c751308190a89f6462ee365418 completed March 8, 2026, 10:39 a.m.
NEDg Description generation batch_69ad52f6b15c819097d4e56884e31600 completed March 8, 2026, 10:44 a.m.
NED2 Entity disambiguation (via description) batch_69ad53536a108190b97b7017ad567ad5 completed March 8, 2026, 10:45 a.m.
Created at: March 4, 2026, 7:28 p.m.