Triple
T8247352
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | dpkg |
E192880
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object |
apt-get
apt-get is a command-line package management tool on Debian-based Linux systems that automates the retrieval, installation, upgrade, and removal of software packages.
|
E721378
|
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: apt-get | Statement: [dpkg, usedBy, apt-get]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: apt-get Context triple: [dpkg, usedBy, apt-get]
-
A.
Apt
Apt is a historic market town in southeastern France’s Vaucluse department, known for its candied fruit production and Provençal charm.
-
B.
Debian
Debian is a widely used, community-driven Linux distribution known for its stability, extensive package repository, and role as the basis for many other operating systems such as Ubuntu.
-
C.
opkg
opkg is a lightweight package management system commonly used in embedded Linux distributions to install, update, and remove software packages.
-
D.
Linux Mint Software Manager
Linux Mint Software Manager is a graphical application for browsing, installing, and managing software packages on the Linux Mint operating system.
-
E.
APT-P
APT-P was the experimental tilting prototype of British Rail’s Advanced Passenger Train, built to test high-speed rail technology in the 1970s–80s.
- 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: apt-get Triple: [dpkg, usedBy, apt-get]
Generated description
apt-get is a command-line package management tool on Debian-based Linux systems that automates the retrieval, installation, upgrade, and removal of software packages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: apt-get Target entity description: apt-get is a command-line package management tool on Debian-based Linux systems that automates the retrieval, installation, upgrade, and removal of 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.
Debian
Debian is a widely used, community-driven Linux distribution known for its stability, extensive package repository, and role as the basis for many other operating systems such as Ubuntu.
-
C.
opkg
opkg is a lightweight package management system commonly used in embedded Linux distributions to install, update, and remove software packages.
-
D.
Linux Mint Software Manager
Linux Mint Software Manager is a graphical application for browsing, installing, and managing software packages on the Linux Mint operating system.
-
E.
APT-P
APT-P was the experimental tilting prototype of British Rail’s Advanced Passenger Train, built to test high-speed rail technology in the 1970s–80s.
- 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.