Triple
T1671784
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tshwane University of Technology |
E36141
|
entity |
| Predicate | campus |
P269
|
FINISHED |
| Object |
Ga-Rankuwa Campus
Ga-Rankuwa Campus is one of the main campuses of the Tshwane University of Technology in South Africa, serving as a hub for various academic programs and student services.
|
E199332
|
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: Ga-Rankuwa Campus | Statement: [Tshwane University of Technology, campus, Ga-Rankuwa Campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ga-Rankuwa Campus Context triple: [Tshwane University of Technology, campus, Ga-Rankuwa Campus]
-
A.
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.
-
B.
Luyengo Campus
Luyengo Campus is one of the main campuses of the University of Swaziland, known for its agricultural and environmental science programs.
-
C.
Kwaluseni Campus
Kwaluseni Campus is the main and largest campus of the University of Swaziland, serving as its primary academic and administrative center.
-
D.
Komaba Campus
Komaba Campus is a major campus of the University of Tokyo, known for hosting the College of Arts and Sciences and many first- and second-year undergraduate programs.
-
E.
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.
- 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: Ga-Rankuwa Campus Triple: [Tshwane University of Technology, campus, Ga-Rankuwa Campus]
Generated description
Ga-Rankuwa Campus is one of the main campuses of the Tshwane University of Technology in South Africa, serving as a hub for various academic programs and student services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ga-Rankuwa Campus Target entity description: Ga-Rankuwa Campus is one of the main campuses of the Tshwane University of Technology in South Africa, serving as a hub for various academic programs and student services.
-
A.
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.
-
B.
Luyengo Campus
Luyengo Campus is one of the main campuses of the University of Swaziland, known for its agricultural and environmental science programs.
-
C.
Kwaluseni Campus
Kwaluseni Campus is the main and largest campus of the University of Swaziland, serving as its primary academic and administrative center.
-
D.
Komaba Campus
Komaba Campus is a major campus of the University of Tokyo, known for hosting the College of Arts and Sciences and many first- and second-year undergraduate programs.
-
E.
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.
- 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_69ada972c92c8190b5c69cd9223ad0f6 |
completed | March 8, 2026, 4:53 p.m. |
| NEDg | Description generation | batch_69adae972d1081909cd13e8220c3ccc6 |
completed | March 8, 2026, 5:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adaf9d042481909dbd54d9e04e444e |
completed | March 8, 2026, 5:19 p.m. |
Created at: March 4, 2026, 7:29 p.m.