Triple
T2113952
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OpenWrt |
E42564
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
opkg
opkg is a lightweight package management system commonly used in embedded Linux distributions to install, update, and remove software packages.
|
E235251
|
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: opkg | Statement: [OpenWrt, hasComponent, opkg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: opkg Context triple: [OpenWrt, hasComponent, opkg]
-
A.
Apt
Apt is a historic market town in southeastern France’s Vaucluse department, known for its candied fruit production and Provençal charm.
-
B.
OpenWrt
OpenWrt is a Linux-based, highly customizable open-source operating system primarily used on embedded devices and routers to provide advanced networking features and package management.
-
C.
Flatpak
Flatpak is a cross-distribution Linux framework for building, distributing, and running sandboxed desktop applications.
-
D.
OSGG
OSGG is the acronym for the Office of the Secretary to the Governor General, the federal body that supports Canada’s governor general in carrying out constitutional, ceremonial, and community roles.
-
E.
dpkg as low-level package tool
dpkg as low-level package tool is the core Debian package management utility responsible for installing, removing, and providing information about .deb software packages at the system level.
- 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: opkg Triple: [OpenWrt, hasComponent, opkg]
Generated description
opkg is a lightweight package management system commonly used in embedded Linux distributions to install, update, and remove software packages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: opkg Target entity description: opkg is a lightweight package management system commonly used in embedded Linux distributions to install, update, and remove software packages.
-
A.
Apt
Apt is a historic market town in southeastern France’s Vaucluse department, known for its candied fruit production and Provençal charm.
-
B.
OpenWrt
OpenWrt is a Linux-based, highly customizable open-source operating system primarily used on embedded devices and routers to provide advanced networking features and package management.
-
C.
Flatpak
Flatpak is a cross-distribution Linux framework for building, distributing, and running sandboxed desktop applications.
-
D.
OSGG
OSGG is the acronym for the Office of the Secretary to the Governor General, the federal body that supports Canada’s governor general in carrying out constitutional, ceremonial, and community roles.
-
E.
dpkg as low-level package tool
dpkg as low-level package tool is the core Debian package management utility responsible for installing, removing, and providing information about .deb software packages at the system level.
- 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_69abbb05b51c81908a78c816f492c45c |
completed | March 7, 2026, 5:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae30748a7c81908ab3e08b7aa9900a |
completed | March 9, 2026, 2:29 a.m. |
| NEDg | Description generation | batch_69ae3197794c81908530b26fcb8a4a77 |
completed | March 9, 2026, 2:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae31f65444819090c2af22c21ec3e1 |
completed | March 9, 2026, 2:35 a.m. |
Created at: March 4, 2026, 7:43 p.m.