Triple
T8247908
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AUR |
E192891
|
entity |
| Predicate | hasHelperTools |
P66291
|
FINISHED |
| Object |
pamac
pamac is a graphical package management tool for Arch-based Linux distributions that simplifies installing, updating, and removing software from official repositories and the AUR.
|
E721398
|
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: pamac | Statement: [AUR, hasHelperTools, pamac]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: pamac Context triple: [AUR, hasHelperTools, pamac]
-
A.
AUR
AUR is the vehicle registration code for the Aurich district in the German state of Lower Saxony.
-
B.
AUR
AUR (Arch User Repository) is a community-driven repository for Arch Linux users that hosts user-submitted package build scripts to simplify installing software not available in the official repositories.
-
C.
pacman
pacman is the lightweight, command-line package manager used by Arch Linux and several related distributions to install, update, and manage software.
-
D.
Flatpak
Flatpak is a cross-distribution Linux framework for building, distributing, and running sandboxed desktop applications.
-
E.
Arch Linux
Arch Linux is a lightweight, rolling-release Linux distribution known for its simplicity, minimalism, and user-centric DIY configuration approach.
- 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: pamac Triple: [AUR, hasHelperTools, pamac]
Generated description
pamac is a graphical package management tool for Arch-based Linux distributions that simplifies installing, updating, and removing software from official repositories and the AUR.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: pamac Target entity description: pamac is a graphical package management tool for Arch-based Linux distributions that simplifies installing, updating, and removing software from official repositories and the AUR.
-
A.
AUR
AUR is the vehicle registration code for the Aurich district in the German state of Lower Saxony.
-
B.
AUR
AUR (Arch User Repository) is a community-driven repository for Arch Linux users that hosts user-submitted package build scripts to simplify installing software not available in the official repositories.
-
C.
pacman
pacman is the lightweight, command-line package manager used by Arch Linux and several related distributions to install, update, and manage software.
-
D.
Flatpak
Flatpak is a cross-distribution Linux framework for building, distributing, and running sandboxed desktop applications.
-
E.
Arch Linux
Arch Linux is a lightweight, rolling-release Linux distribution known for its simplicity, minimalism, and user-centric DIY configuration approach.
- 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_69cb7875318c819095f971ba513c54fd |
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.