Triple
T9018339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kubuntu |
E215649
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Muon Package Manager (historically)
Muon Package Manager is a graphical software management tool historically used in Kubuntu to browse, install, and update packages on Debian-based systems.
|
E773013
|
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: Muon Package Manager (historically) | Statement: [Kubuntu, includes, Muon Package Manager (historically)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muon Package Manager (historically) Context triple: [Kubuntu, includes, Muon Package Manager (historically)]
-
A.
Portage package manager
Portage is Gentoo Linux’s source-based package management system that automates compiling, installing, and updating software with highly customizable build options.
-
B.
Synaptic Package Manager
Synaptic Package Manager is a graphical front-end for the APT system on Debian-based Linux distributions, allowing users to manage software packages through an intuitive GUI.
-
C.
Atom package registry
Atom package registry is the online repository where developers publish and share extensions and packages that enhance the functionality of the Atom text editor.
-
D.
MX Package Installer
MX Package Installer is a graphical software management tool for MX Linux that simplifies installing, removing, and updating applications from various repositories and sources.
-
E.
Gentoo Portage package manager
The Gentoo Portage package manager is Gentoo Linux’s source-based package management system that automates compiling, installing, and updating software using ebuild scripts and dependency tracking.
- 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: Muon Package Manager (historically) Triple: [Kubuntu, includes, Muon Package Manager (historically)]
Generated description
Muon Package Manager is a graphical software management tool historically used in Kubuntu to browse, install, and update packages on Debian-based systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muon Package Manager (historically) Target entity description: Muon Package Manager is a graphical software management tool historically used in Kubuntu to browse, install, and update packages on Debian-based systems.
-
A.
Portage package manager
Portage is Gentoo Linux’s source-based package management system that automates compiling, installing, and updating software with highly customizable build options.
-
B.
Synaptic Package Manager
Synaptic Package Manager is a graphical front-end for the APT system on Debian-based Linux distributions, allowing users to manage software packages through an intuitive GUI.
-
C.
Atom package registry
Atom package registry is the online repository where developers publish and share extensions and packages that enhance the functionality of the Atom text editor.
-
D.
MX Package Installer
MX Package Installer is a graphical software management tool for MX Linux that simplifies installing, removing, and updating applications from various repositories and sources.
-
E.
Gentoo Portage package manager
The Gentoo Portage package manager is Gentoo Linux’s source-based package management system that automates compiling, installing, and updating software using ebuild scripts and dependency tracking.
- 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_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.