Triple
T5923982
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Redux |
E131759
|
entity |
| Predicate | ecosystemComponent |
P19967
|
FINISHED |
| Object |
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.
|
E554882
|
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 Thunk | Statement: [Redux, ecosystemComponent, Redux Thunk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Redux Thunk Context triple: [Redux, ecosystemComponent, Redux Thunk]
-
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.
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.
-
C.
Vuex
Vuex is the official state management library for Vue.js applications, providing a centralized store and predictable state handling patterns.
-
D.
React
React is a popular open-source JavaScript library for building interactive user interfaces, particularly single-page web applications.
-
E.
Axios
Axios is a digital media company known for its concise, bullet-point-driven coverage of politics, business, technology, and media.
- 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 Thunk Triple: [Redux, ecosystemComponent, Redux Thunk]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Redux Thunk Target entity description: 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.
-
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.
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.
-
C.
Vuex
Vuex is the official state management library for Vue.js applications, providing a centralized store and predictable state handling patterns.
-
D.
React
React is a popular open-source JavaScript library for building interactive user interfaces, particularly single-page web applications.
-
E.
Axios
Axios is a digital media company known for its concise, bullet-point-driven coverage of politics, business, technology, and media.
- 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.