Triple
T5923534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flutter |
E131750
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Flutter DevTools
Flutter DevTools is a suite of performance and debugging tools for profiling, inspecting, and optimizing Flutter applications.
|
E554857
|
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: Flutter DevTools | Statement: [Flutter, hasComponent, Flutter DevTools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flutter DevTools Context triple: [Flutter, hasComponent, Flutter DevTools]
-
A.
Vue Devtools
Vue Devtools is a browser extension and standalone app that provides an interactive interface for inspecting, debugging, and profiling Vue.js applications.
-
B.
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.
-
C.
Chrome developer tools
Chrome Developer Tools is a built-in suite of web development and debugging utilities in the Google Chrome browser that helps developers inspect, edit, and optimize websites and web applications in real time.
-
D.
Firefox DevTools
Firefox DevTools is the built-in suite of web development and debugging tools in the Firefox browser, used by developers to inspect, edit, and optimize websites and web applications.
-
E.
Flutter
Flutter is an open-source UI toolkit by Google for building natively compiled, cross-platform applications from a single Dart codebase.
- 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: Flutter DevTools Triple: [Flutter, hasComponent, Flutter DevTools]
Generated description
Flutter DevTools is a suite of performance and debugging tools for profiling, inspecting, and optimizing Flutter applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flutter DevTools Target entity description: Flutter DevTools is a suite of performance and debugging tools for profiling, inspecting, and optimizing Flutter applications.
-
A.
Vue Devtools
Vue Devtools is a browser extension and standalone app that provides an interactive interface for inspecting, debugging, and profiling Vue.js applications.
-
B.
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.
-
C.
Chrome developer tools
Chrome Developer Tools is a built-in suite of web development and debugging utilities in the Google Chrome browser that helps developers inspect, edit, and optimize websites and web applications in real time.
-
D.
Firefox DevTools
Firefox DevTools is the built-in suite of web development and debugging tools in the Firefox browser, used by developers to inspect, edit, and optimize websites and web applications.
-
E.
Flutter
Flutter is an open-source UI toolkit by Google for building natively compiled, cross-platform applications from a single Dart codebase.
- 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.