Triple

T10073456
Position Surface form Disambiguated ID Type / Status
Subject Fluxbox E213685 entity
Predicate basedOn P98 FINISHED
Object Blackbox window manager
Blackbox window manager is a fast, lightweight stacking window manager for the X Window System, known for its minimalist design and low resource usage.
 E839777 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: Blackbox window manager | Statement: [Fluxbox, basedOn, Blackbox window manager]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Blackbox window manager
Context triple: [Fluxbox, basedOn, Blackbox window manager]
  • A. Muffin window manager
    Muffin window manager is the compositing window manager developed for the Cinnamon desktop environment, providing window management and visual effects on Linux systems.
  • B. Fluxbox
    Fluxbox is a lightweight, highly configurable stacking window manager for the X Window System, known for its speed and minimal resource usage.
  • C. Openbox
    Openbox is a lightweight, highly configurable stacking window manager for the X Window System, often used in minimal or performance-focused Linux desktop setups.
  • D. Marco window manager
    Marco window manager is the lightweight, traditional window manager used by the MATE desktop environment to provide classic window handling and compositing on Unix-like systems.
  • E. Breeze window decoration
    Breeze window decoration is the modern, flat-styled window border and titlebar theme used by KDE Plasma’s KWin window manager.
  • 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: Blackbox window manager
Triple: [Fluxbox, basedOn, Blackbox window manager]
Generated description
Blackbox window manager is a fast, lightweight stacking window manager for the X Window System, known for its minimalist design and low resource usage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Blackbox window manager
Target entity description: Blackbox window manager is a fast, lightweight stacking window manager for the X Window System, known for its minimalist design and low resource usage.
  • A. Muffin window manager
    Muffin window manager is the compositing window manager developed for the Cinnamon desktop environment, providing window management and visual effects on Linux systems.
  • B. Fluxbox
    Fluxbox is a lightweight, highly configurable stacking window manager for the X Window System, known for its speed and minimal resource usage.
  • C. Openbox
    Openbox is a lightweight, highly configurable stacking window manager for the X Window System, often used in minimal or performance-focused Linux desktop setups.
  • D. Marco window manager
    Marco window manager is the lightweight, traditional window manager used by the MATE desktop environment to provide classic window handling and compositing on Unix-like systems.
  • E. Breeze window decoration
    Breeze window decoration is the modern, flat-styled window border and titlebar theme used by KDE Plasma’s KWin window manager.
  • 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_69ca839add308190b57d53b4ec21f2d0 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd015ad488190aee3a2bfb58fb855 completed April 2, 2026, 2:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d29ab376488190bfb3efdb3f240cca completed April 5, 2026, 5:24 p.m.
NEDg Description generation batch_69d29d670ce881909e9881235790d9ff completed April 5, 2026, 5:35 p.m.
NED2 Entity disambiguation (via description) batch_69d29e0779608190828c81cc8868bae2 completed April 5, 2026, 5:38 p.m.
Created at: March 30, 2026, 8:59 p.m.