Triple
T9018125
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | KDE Frameworks |
E215645
|
entity |
| Predicate | replaces |
P101
|
FINISHED |
| Object |
kdelibs
kdelibs is the former core library collection of the KDE software compilation, providing essential functionality and APIs for KDE applications before being superseded by KDE Frameworks.
|
E215645
|
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: kdelibs | Statement: [KDE Frameworks, replaces, kdelibs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: kdelibs Context triple: [KDE Frameworks, replaces, kdelibs]
-
A.
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.
-
B.
KDE Applications
KDE Applications is a comprehensive suite of free and open-source desktop software developed by the KDE community, providing core tools and utilities for Linux and other Unix-like systems.
-
C.
KDE community
The KDE community is an international, volunteer-driven group that collaborates to create free and open-source desktop environments, applications, and frameworks for Linux and other platforms.
-
D.
RKWard
RKWard is a graphical integrated development environment and front-end for the R programming language, offering an easy-to-use interface for statistical analysis and data visualization.
-
E.
KDE Plasma desktop environment
KDE Plasma desktop environment is a highly customizable, feature-rich graphical workspace for Linux and other Unix-like systems, known for its modern design, extensive configuration options, and integration with the KDE software ecosystem.
- 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: kdelibs Triple: [KDE Frameworks, replaces, kdelibs]
Generated description
kdelibs is the former core library collection of the KDE software compilation, providing essential functionality and APIs for KDE applications before being superseded by KDE Frameworks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: kdelibs Target entity description: kdelibs is the former core library collection of the KDE software compilation, providing essential functionality and APIs for KDE applications before being superseded by KDE Frameworks.
-
A.
KDE Frameworks
chosen
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.
-
B.
KDE Applications
KDE Applications is a comprehensive suite of free and open-source desktop software developed by the KDE community, providing core tools and utilities for Linux and other Unix-like systems.
-
C.
KDE community
The KDE community is an international, volunteer-driven group that collaborates to create free and open-source desktop environments, applications, and frameworks for Linux and other platforms.
-
D.
RKWard
RKWard is a graphical integrated development environment and front-end for the R programming language, offering an easy-to-use interface for statistical analysis and data visualization.
-
E.
KDE Plasma desktop environment
KDE Plasma desktop environment is a highly customizable, feature-rich graphical workspace for Linux and other Unix-like systems, known for its modern design, extensive configuration options, and integration with the KDE software ecosystem.
- F. None of above.
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_69ca83a38aa88190bf1bb80c4548b5e2 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6a3ef98081909e66372a89f881b9 |
completed | April 1, 2026, 12:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfdbabd6108190aa2f3c6f59d7999c |
completed | April 3, 2026, 3:24 p.m. |
| NEDg | Description generation | batch_69cfdc48f22081909f17ec4c5542da47 |
completed | April 3, 2026, 3:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfdcecebe48190a2ede4c8400b3b42 |
completed | April 3, 2026, 3:29 p.m. |
Created at: March 30, 2026, 7:07 p.m.