Triple
T1671783
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tshwane University of Technology |
E36141
|
entity |
| Predicate | campus |
P269
|
FINISHED |
| Object |
Soshanguve Campus
Soshanguve Campus is one of the main campuses of the Tshwane University of Technology, located in Soshanguve near Pretoria and serving primarily science, engineering, and technology students.
|
E197558
|
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: Soshanguve Campus | Statement: [Tshwane University of Technology, campus, Soshanguve Campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Soshanguve Campus Context triple: [Tshwane University of Technology, campus, Soshanguve Campus]
-
A.
Luyengo Campus
Luyengo Campus is one of the main campuses of the University of Swaziland, known for its agricultural and environmental science programs.
-
B.
Kwaluseni Campus
Kwaluseni Campus is the main and largest campus of the University of Swaziland, serving as its primary academic and administrative center.
-
C.
Mamelodi Campus
Mamelodi Campus is a satellite campus of the University of Pretoria located in the Mamelodi township, focused on access and extended academic programmes.
-
D.
Pretoria Campus
Pretoria Campus is the main urban campus of the Tshwane University of Technology, located in South Africa’s administrative capital city.
-
E.
Lipa City campus
Lipa City campus is a branch of New Era University located in Lipa City, Batangas, offering higher education programs to students in the Southern Luzon area.
- 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: Soshanguve Campus Triple: [Tshwane University of Technology, campus, Soshanguve Campus]
Generated description
Soshanguve Campus is one of the main campuses of the Tshwane University of Technology, located in Soshanguve near Pretoria and serving primarily science, engineering, and technology students.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Soshanguve Campus Target entity description: Soshanguve Campus is one of the main campuses of the Tshwane University of Technology, located in Soshanguve near Pretoria and serving primarily science, engineering, and technology students.
-
A.
Luyengo Campus
Luyengo Campus is one of the main campuses of the University of Swaziland, known for its agricultural and environmental science programs.
-
B.
Kwaluseni Campus
Kwaluseni Campus is the main and largest campus of the University of Swaziland, serving as its primary academic and administrative center.
-
C.
Mamelodi Campus
Mamelodi Campus is a satellite campus of the University of Pretoria located in the Mamelodi township, focused on access and extended academic programmes.
-
D.
Pretoria Campus
Pretoria Campus is the main urban campus of the Tshwane University of Technology, located in South Africa’s administrative capital city.
-
E.
Lipa City campus
Lipa City campus is a branch of New Era University located in Lipa City, Batangas, offering higher education programs to students in the Southern Luzon area.
- 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_69a8861286808190939afff3ce8ee31e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa62439e48819084e46b2719cdac58 |
completed | March 6, 2026, 5:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada0c87ff88190a6ebdf9566856e03 |
completed | March 8, 2026, 4:16 p.m. |
| NEDg | Description generation | batch_69ada524a234819082f94430da4e802d |
completed | March 8, 2026, 4:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ada5bc32ac8190a921410bdfa465fa |
completed | March 8, 2026, 4:37 p.m. |
Created at: March 4, 2026, 7:29 p.m.