Triple
T6974169
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bellville, Western Cape, South Africa |
E161673
|
entity |
| Predicate | hasCollege |
P113
|
FINISHED |
| Object |
Northlink College (Bellville campus)
Northlink College (Bellville campus) is a public further education and training institution in Bellville that offers vocational and technical programs serving students in the greater Cape Town area.
|
E633638
|
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: Northlink College (Bellville campus) | Statement: [Bellville, Western Cape, South Africa, hasCollege, Northlink College (Bellville campus)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northlink College (Bellville campus) Context triple: [Bellville, Western Cape, South Africa, hasCollege, Northlink College (Bellville campus)]
-
A.
Bellville campus
Bellville campus is one of the main campuses of the Cape Peninsula University of Technology, located in Bellville in the northern suburbs of Cape Town, South Africa.
-
B.
Doornfontein Campus
Doornfontein Campus is one of the University of Johannesburg’s main teaching and research sites, known especially for its focus on engineering and health sciences.
-
C.
North-West University Vaal Triangle Campus
North-West University Vaal Triangle Campus is a regional campus of North-West University in South Africa, known for its focus on economic and management sciences, education, and social sciences.
-
D.
Heyendaal campus
Heyendaal campus is the main university campus area in Nijmegen that houses most of Radboud University’s academic buildings, facilities, and student services.
-
E.
Cape Peninsula University of Technology
Cape Peninsula University of Technology is a public university of technology in South Africa known for its career-focused, applied science and engineering programs.
- 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: Northlink College (Bellville campus) Triple: [Bellville, Western Cape, South Africa, hasCollege, Northlink College (Bellville campus)]
Generated description
Northlink College (Bellville campus) is a public further education and training institution in Bellville that offers vocational and technical programs serving students in the greater Cape Town area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northlink College (Bellville campus) Target entity description: Northlink College (Bellville campus) is a public further education and training institution in Bellville that offers vocational and technical programs serving students in the greater Cape Town area.
-
A.
Bellville campus
Bellville campus is one of the main campuses of the Cape Peninsula University of Technology, located in Bellville in the northern suburbs of Cape Town, South Africa.
-
B.
Doornfontein Campus
Doornfontein Campus is one of the University of Johannesburg’s main teaching and research sites, known especially for its focus on engineering and health sciences.
-
C.
North-West University Vaal Triangle Campus
North-West University Vaal Triangle Campus is a regional campus of North-West University in South Africa, known for its focus on economic and management sciences, education, and social sciences.
-
D.
Heyendaal campus
Heyendaal campus is the main university campus area in Nijmegen that houses most of Radboud University’s academic buildings, facilities, and student services.
-
E.
Cape Peninsula University of Technology
Cape Peninsula University of Technology is a public university of technology in South Africa known for its career-focused, applied science and engineering programs.
- 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_69c68854a0d88190bc0bf82263f1afce |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db3bda908190a10a91dc8d043ef1 |
completed | March 27, 2026, 7:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c761a6bbdc81908c96871f151db279 |
completed | March 28, 2026, 5:05 a.m. |
| NEDg | Description generation | batch_69c7639074f48190bc095f18fc35c08b |
completed | March 28, 2026, 5:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76435fd2c819099143ea12f21d095 |
completed | March 28, 2026, 5:16 a.m. |
Created at: March 27, 2026, 2:30 p.m.