Triple

T1926075
Position Surface form Disambiguated ID Type / Status
Subject KDE Plasma E40833 entity
Predicate integratesWith P1075 FINISHED
Object 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.
 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: KDE Frameworks | Statement: [KDE Plasma, integratesWith, KDE Frameworks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: KDE Frameworks
Context triple: [KDE Plasma, integratesWith, KDE Frameworks]
  • A. 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.
  • B. KWin
    KWin is the KDE Plasma desktop environment’s highly configurable window manager and compositor, providing advanced window management, effects, and Wayland/X11 support.
  • C. Qt
    Qt is a cross-platform application development framework widely used for building graphical user interfaces and multi-platform software in C++.
  • D. LXQt desktop environment
    LXQt desktop environment is a lightweight, modular, and Qt-based graphical desktop environment designed to be fast and resource-efficient, particularly suitable for older or low-spec hardware.
  • E. Fedora KDE SIG
    Fedora KDE SIG is a special interest group within the Fedora Project focused on developing, maintaining, and improving Fedora’s KDE Plasma-based variants and related KDE software.
  • 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: KDE Frameworks
Triple: [KDE Plasma, integratesWith, KDE Frameworks]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: KDE Frameworks
Target entity description: 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.
  • A. 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.
  • B. KWin
    KWin is the KDE Plasma desktop environment’s highly configurable window manager and compositor, providing advanced window management, effects, and Wayland/X11 support.
  • C. Qt
    Qt is a cross-platform application development framework widely used for building graphical user interfaces and multi-platform software in C++.
  • D. LXQt desktop environment
    LXQt desktop environment is a lightweight, modular, and Qt-based graphical desktop environment designed to be fast and resource-efficient, particularly suitable for older or low-spec hardware.
  • E. Fedora KDE SIG
    Fedora KDE SIG is a special interest group within the Fedora Project focused on developing, maintaining, and improving Fedora’s KDE Plasma-based variants and related KDE software.
  • 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_69a8864711648190b07bed24ed76258e completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb261ef8481909be2390ac5a02622 completed March 7, 2026, 5:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3e881748190b00f125185e91271 completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf494f0288190bf77285d18fcd3d9 completed March 8, 2026, 10:13 p.m.
NED2 Entity disambiguation (via description) batch_69adf51f49488190b9b0465b4da685c1 completed March 8, 2026, 10:15 p.m.
Created at: March 4, 2026, 7:35 p.m.