Triple

T2106771
Position Surface form Disambiguated ID Type / Status
Subject MATE desktop environment E42411 entity
Predicate includesComponent P1393 FINISHED
Object 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.
 E235048 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: Marco window manager | Statement: [MATE desktop environment, includesComponent, Marco window manager]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marco window manager
Context triple: [MATE desktop environment, includesComponent, Marco 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. IceWM
    IceWM is a lightweight, fast, and highly configurable stacking window manager for the X Window System, popular on resource-constrained Linux and Unix-like systems.
  • 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. Desktop Window Manager
    Desktop Window Manager is the compositing window manager in modern Microsoft Windows that handles visual effects, window rendering, and desktop composition using hardware acceleration.
  • 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: Marco window manager
Triple: [MATE desktop environment, includesComponent, Marco window manager]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marco window manager
Target entity description: 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.
  • 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. IceWM
    IceWM is a lightweight, fast, and highly configurable stacking window manager for the X Window System, popular on resource-constrained Linux and Unix-like systems.
  • 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. Desktop Window Manager
    Desktop Window Manager is the compositing window manager in modern Microsoft Windows that handles visual effects, window rendering, and desktop composition using hardware acceleration.
  • 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_69a8871040f08190aac2e2d0ab6b47ad completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abbadf12b88190acc513d8512777b2 completed March 7, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae306e040081909334f2a70036c26e completed March 9, 2026, 2:29 a.m.
NEDg Description generation batch_69ae31722f0081908a4d9d0760af375e completed March 9, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_69ae3209e46c81909055a1ee4fccd74d completed March 9, 2026, 2:35 a.m.
Created at: March 4, 2026, 7:43 p.m.