Triple
T1717652
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Debian |
E37324
|
entity |
| Predicate | uses |
P98
|
FINISHED |
| Object |
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.
|
E192880
|
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: dpkg as low-level package tool | Statement: [Debian, uses, dpkg as low-level package tool]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: dpkg as low-level package tool Context triple: [Debian, uses, dpkg as low-level package tool]
-
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.
Dracut
Dracut is a town in northeastern Massachusetts, United States, known for its suburban character and proximity to the city of Lowell.
-
D.
Slackware
Slackware is one of the oldest actively maintained Linux distributions, known for its simplicity, stability, and adherence to Unix-like design principles.
-
E.
GNU Parted
GNU Parted is a free, open-source disk partitioning and resizing tool commonly used on Unix-like operating systems to manage hard drive partitions.
- 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: dpkg as low-level package tool Triple: [Debian, uses, dpkg as low-level package tool]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: dpkg as low-level package tool Target entity description: 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.
-
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.
Dracut
Dracut is a town in northeastern Massachusetts, United States, known for its suburban character and proximity to the city of Lowell.
-
D.
Slackware
Slackware is one of the oldest actively maintained Linux distributions, known for its simplicity, stability, and adherence to Unix-like design principles.
-
E.
GNU Parted
GNU Parted is a free, open-source disk partitioning and resizing tool commonly used on Unix-like operating systems to manage hard drive partitions.
- 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_69a8861912dc8190931af43b4b9158a7 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa6337d8408190bdba8b50652d50ae |
completed | March 6, 2026, 5:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad8ae6940c81909c1ebdfb0cdef5fc |
completed | March 8, 2026, 2:42 p.m. |
| NEDg | Description generation | batch_69ad957adf1c8190b7c8656c1984f998 |
completed | March 8, 2026, 3:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad97af6b388190b2af293599108df3 |
completed | March 8, 2026, 3:37 p.m. |
Created at: March 4, 2026, 7:30 p.m.