Triple
T1160591
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | React |
E24480
|
entity |
| Predicate | ecosystem |
P964
|
FINISHED |
| Object |
React DevTools
React DevTools is a browser extension and standalone tool that lets developers inspect, debug, and optimize React component trees and their state and props.
|
E132721
|
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: React DevTools | Statement: [React, ecosystem, React DevTools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: React DevTools Context triple: [React, ecosystem, React DevTools]
-
A.
Web Inspector developer tools
Web Inspector developer tools is Safari’s built-in suite of web development and debugging tools for inspecting, editing, and profiling web pages and web applications.
-
B.
React
React is a popular open-source JavaScript library for building interactive user interfaces, particularly single-page web applications.
-
C.
Svelte
Svelte is a modern JavaScript framework and compiler for building user interfaces that shifts much of the work to a build step, producing highly efficient, minimal runtime code.
-
D.
Opera web browser
Opera web browser is a cross-platform web browser known for its speed, built-in privacy and productivity features, and innovative tools like a free VPN and ad blocker.
-
E.
Visual Studio Code
Visual Studio Code is a popular, lightweight, cross-platform source-code editor from Microsoft that supports extensive extensions and debugging features for many programming languages.
- 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: React DevTools Triple: [React, ecosystem, React DevTools]
Generated description
React DevTools is a browser extension and standalone tool that lets developers inspect, debug, and optimize React component trees and their state and props.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: React DevTools Target entity description: React DevTools is a browser extension and standalone tool that lets developers inspect, debug, and optimize React component trees and their state and props.
-
A.
Web Inspector developer tools
Web Inspector developer tools is Safari’s built-in suite of web development and debugging tools for inspecting, editing, and profiling web pages and web applications.
-
B.
React
React is a popular open-source JavaScript library for building interactive user interfaces, particularly single-page web applications.
-
C.
elm-reactor
elm-reactor is a development tool for the Elm language that provides a local web server and live-reloading interface for quickly building and testing Elm applications.
-
D.
Vue CLI
Vue CLI is the official command-line tool for Vue.js that streamlines project scaffolding, configuration, and development workflows for Vue applications.
-
E.
Svelte
Svelte is a modern JavaScript framework and compiler for building user interfaces that shifts much of the work to a build step, producing highly efficient, minimal runtime code.
- 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_69a494060e148190abb42f971242c197 |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bcaf3a9081908bad2eba74dffbc1 |
completed | March 1, 2026, 10:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac5ebcd9788190ae319afc7d63c2e7 |
completed | March 7, 2026, 5:22 p.m. |
| NEDg | Description generation | batch_69ac5f15c2808190905e40c6db9d957c |
completed | March 7, 2026, 5:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac633749008190bae63644d5ee7cea |
completed | March 7, 2026, 5:41 p.m. |
Created at: March 1, 2026, 7:45 p.m.