Triple

T8247004
Position Surface form Disambiguated ID Type / Status
Subject Xfce E192873 entity
Predicate component P35 FINISHED
Object xfce4-appfinder
xfce4-appfinder is a lightweight application launcher and search tool for the Xfce desktop environment, allowing users to quickly find and run installed programs.
 E721343 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: xfce4-appfinder | Statement: [Xfce, component, xfce4-appfinder]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: xfce4-appfinder
Context triple: [Xfce, component, xfce4-appfinder]
  • A. Xfce
    Xfce is a lightweight, fast, and modular desktop environment for Unix-like operating systems, designed to be visually appealing while using minimal system resources.
  • B. GNOME Files
    GNOME Files is the default file manager for the GNOME desktop environment, providing a graphical interface for browsing, organizing, and managing files and folders.
  • C. Xfwm4
    Xfwm4 is the lightweight, compositing window manager used by the Xfce desktop environment on Unix-like systems.
  • D. GNOME Software
    GNOME Software is the graphical application store and software management tool for the GNOME desktop environment, used to browse, install, and update applications.
  • E. Fluxbox
    Fluxbox is a lightweight, highly configurable stacking window manager for the X Window System, known for its speed and minimal resource usage.
  • 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: xfce4-appfinder
Triple: [Xfce, component, xfce4-appfinder]
Generated description
xfce4-appfinder is a lightweight application launcher and search tool for the Xfce desktop environment, allowing users to quickly find and run installed programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: xfce4-appfinder
Target entity description: xfce4-appfinder is a lightweight application launcher and search tool for the Xfce desktop environment, allowing users to quickly find and run installed programs.
  • A. Xfce
    Xfce is a lightweight, fast, and modular desktop environment for Unix-like operating systems, designed to be visually appealing while using minimal system resources.
  • B. GNOME Files
    GNOME Files is the default file manager for the GNOME desktop environment, providing a graphical interface for browsing, organizing, and managing files and folders.
  • C. Xfwm4
    Xfwm4 is the lightweight, compositing window manager used by the Xfce desktop environment on Unix-like systems.
  • D. GNOME Software
    GNOME Software is the graphical application store and software management tool for the GNOME desktop environment, used to browse, install, and update applications.
  • E. Fluxbox
    Fluxbox is a lightweight, highly configurable stacking window manager for the X Window System, known for its speed and minimal resource usage.
  • 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_69ca82de7b8c81908d8106f8a53cff9b completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb787414508190a08cf47d1545ce50 completed March 31, 2026, 7:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd3530ca148190a28761622d0cf663 completed April 1, 2026, 3:09 p.m.
NEDg Description generation batch_69cd37a5d3bc8190801b1b0f09eee462 completed April 1, 2026, 3:20 p.m.
NED2 Entity disambiguation (via description) batch_69cd4ef034ec8190a4229b21e6088c79 completed April 1, 2026, 4:59 p.m.
Created at: March 30, 2026, 5:48 p.m.