Triple
T8681909
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Qt |
E206057
|
entity |
| Predicate | supportsProgrammingLanguage |
P1592
|
FINISHED |
| Object |
QML
QML is a declarative language used in the Qt framework to design fluid, dynamic user interfaces, particularly for mobile and embedded applications.
|
E751188
|
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: QML | Statement: [Qt, supportsProgrammingLanguage, QML]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: QML Context triple: [Qt, supportsProgrammingLanguage, QML]
-
A.
Qt
Qt is a cross-platform application development framework widely used for building graphical user interfaces and multi-platform software in C++.
-
B.
KDE Frameworks
KDE Frameworks is a collection of modular, reusable libraries and software components that provide core functionality and services for building KDE and Qt-based applications.
-
C.
QtWebKit
QtWebKit is a port of the WebKit browser engine that integrates it with the Qt application framework for embedding web content in Qt-based applications.
-
D.
UIQ
UIQ was a user interface platform built on the Symbian operating system, primarily used in early smartphones from manufacturers like Sony Ericsson and Motorola.
-
E.
QVT
QVT (Query/View/Transformation) is an OMG standard language for specifying model-to-model transformations in model-driven software engineering.
- 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: QML Triple: [Qt, supportsProgrammingLanguage, QML]
Generated description
QML is a declarative language used in the Qt framework to design fluid, dynamic user interfaces, particularly for mobile and embedded applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: QML Target entity description: QML is a declarative language used in the Qt framework to design fluid, dynamic user interfaces, particularly for mobile and embedded applications.
-
A.
Qt
Qt is a cross-platform application development framework widely used for building graphical user interfaces and multi-platform software in C++.
-
B.
KDE Frameworks
KDE Frameworks is a collection of modular, reusable libraries and software components that provide core functionality and services for building KDE and Qt-based applications.
-
C.
QtWebKit
QtWebKit is a port of the WebKit browser engine that integrates it with the Qt application framework for embedding web content in Qt-based applications.
-
D.
UIQ
UIQ was a user interface platform built on the Symbian operating system, primarily used in early smartphones from manufacturers like Sony Ericsson and Motorola.
-
E.
QVT
QVT (Query/View/Transformation) is an OMG standard language for specifying model-to-model transformations in model-driven software engineering.
- 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_69ca835379688190aa06b9d98e684d58 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc4ae82e508190b0243328e98fcb1d |
completed | March 31, 2026, 10:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cef3b9fb848190b7126f8f6a1ba76f |
completed | April 2, 2026, 10:54 p.m. |
| NEDg | Description generation | batch_69cef521010081908815779c0bd2aac9 |
completed | April 2, 2026, 11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cef727ea088190bf40eaf5424ae864 |
completed | April 2, 2026, 11:09 p.m. |
Created at: March 30, 2026, 6:32 p.m.