Triple
T9945378
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zenwalk Linux |
E195190
|
entity |
| Predicate | packageManager |
P5091
|
FINISHED |
| Object |
netpkg
netpkg is the lightweight, menu-driven package management tool used by Zenwalk Linux to install, update, and remove software packages.
|
E830110
|
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: netpkg | Statement: [Zenwalk Linux, packageManager, netpkg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: netpkg Context triple: [Zenwalk Linux, packageManager, netpkg]
-
A.
pkg
pkg is FreeBSD’s modern binary package management tool used to install, upgrade, and manage software on the system.
-
B.
opkg
opkg is a lightweight package management system commonly used in embedded Linux distributions to install, update, and remove software packages.
-
C.
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.
-
D.
PackageKit
PackageKit is a system-agnostic software management framework that provides a unified interface for installing, updating, and removing packages across different Linux distributions.
-
E.
NET
NET was a U.S. public television network that served as the primary national distributor of educational and cultural programming before being succeeded by PBS.
- 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: netpkg Triple: [Zenwalk Linux, packageManager, netpkg]
Generated description
netpkg is the lightweight, menu-driven package management tool used by Zenwalk Linux to install, update, and remove software packages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: netpkg Target entity description: netpkg is the lightweight, menu-driven package management tool used by Zenwalk Linux to install, update, and remove software packages.
-
A.
pkg
pkg is FreeBSD’s modern binary package management tool used to install, upgrade, and manage software on the system.
-
B.
opkg
opkg is a lightweight package management system commonly used in embedded Linux distributions to install, update, and remove software packages.
-
C.
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.
-
D.
PackageKit
PackageKit is a system-agnostic software management framework that provides a unified interface for installing, updating, and removing packages across different Linux distributions.
-
E.
NET
NET was a U.S. public television network that served as the primary national distributor of educational and cultural programming before being succeeded by PBS.
- 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_69ca82e96a108190932bd1fc4acd73a0 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb61561848190aba7250f3b3c4ed5 |
completed | April 2, 2026, 12:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2292257bc8190b3a15de60d7c9ba2 |
completed | April 5, 2026, 9:19 a.m. |
| NEDg | Description generation | batch_69d229b3b200819083aa90f64eaec9e8 |
completed | April 5, 2026, 9:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d22a2d14fc8190b2493ce571811d43 |
completed | April 5, 2026, 9:23 a.m. |
Created at: March 30, 2026, 8:45 p.m.