Triple
T2716629
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GDB |
E59979
|
entity |
| Predicate | hasFrontend |
P41811
|
FINISHED |
| Object |
KDevelop
KDevelop is a free, open-source integrated development environment (IDE) primarily for C, C++, and other programming languages, offering advanced code editing, debugging, and project management features on the KDE platform.
|
E292733
|
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: KDevelop | Statement: [GDB, hasFrontend, KDevelop]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: KDevelop Context triple: [GDB, hasFrontend, KDevelop]
-
A.
Eclipse CDT
Eclipse CDT is an integrated development environment for C and C++ built on the Eclipse platform, offering features like code editing, building, and debugging.
-
B.
Code::Blocks
Code::Blocks is a free, open-source, cross-platform integrated development environment (IDE) primarily designed for C, C++, and Fortran programming.
-
C.
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.
-
D.
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.
-
E.
JetBrains Rider
JetBrains Rider is a cross-platform .NET IDE by JetBrains that combines ReSharper’s code analysis with a fast, IntelliJ-based development environment.
- 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: KDevelop Triple: [GDB, hasFrontend, KDevelop]
Generated description
KDevelop is a free, open-source integrated development environment (IDE) primarily for C, C++, and other programming languages, offering advanced code editing, debugging, and project management features on the KDE platform.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: KDevelop Target entity description: KDevelop is a free, open-source integrated development environment (IDE) primarily for C, C++, and other programming languages, offering advanced code editing, debugging, and project management features on the KDE platform.
-
A.
Eclipse CDT
Eclipse CDT is an integrated development environment for C and C++ built on the Eclipse platform, offering features like code editing, building, and debugging.
-
B.
Code::Blocks
Code::Blocks is a free, open-source, cross-platform integrated development environment (IDE) primarily designed for C, C++, and Fortran programming.
-
C.
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.
-
D.
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.
-
E.
JetBrains Rider
JetBrains Rider is a cross-platform .NET IDE by JetBrains that combines ReSharper’s code analysis with a fast, IntelliJ-based development environment.
- 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_69ab4ac92a088190bc74bca14038e3de |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abdd1fc30c81909ac06588d50abdf8 |
completed | March 7, 2026, 8:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afb68c3ccc81909995d17651af27ed |
completed | March 10, 2026, 6:13 a.m. |
| NEDg | Description generation | batch_69afb77f60c08190928bd6a79fc82e8b |
completed | March 10, 2026, 6:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb8205840819084ede24192bb0aa3 |
completed | March 10, 2026, 6:20 a.m. |
Created at: March 6, 2026, 9:55 p.m.