Triple
T16823835
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Potchefstroom |
E408963
|
entity |
| Predicate | hasAcademicInstitution |
P2227
|
FINISHED |
| Object |
Potchefstroom College of Education
Potchefstroom College of Education is a teacher-training institution located in Potchefstroom, South Africa.
|
E1235012
|
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: Potchefstroom College of Education | Statement: [Potchefstroom, hasAcademicInstitution, Potchefstroom College of Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Potchefstroom College of Education Context triple: [Potchefstroom, hasAcademicInstitution, Potchefstroom College of Education]
-
A.
Sol Plaatje University
Sol Plaatje University is a public university in Kimberley, South Africa, named after the writer and activist Sol Plaatje and known for its focus on heritage, education, and rural development.
-
B.
Samtse College of Education
Samtse College of Education is a teacher education institution in Bhutan that serves as one of the constituent colleges of the Royal University of Bhutan.
-
C.
Potchefstroom campus
Potchefstroom campus is the main university campus located in Potchefstroom, South Africa, historically associated with Potchefstroom University for Christian Higher Education and now part of North-West University.
-
D.
Potchefstroom University for Christian Higher Education
Potchefstroom University for Christian Higher Education was a South African Calvinist university known for its Afrikaans-medium instruction and later incorporation into North-West University.
-
E.
University of Durban-Westville
The University of Durban-Westville was a South African higher education institution in Durban known for serving predominantly Indian students during apartheid and later merging into the University of KwaZulu-Natal.
- 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: Potchefstroom College of Education Triple: [Potchefstroom, hasAcademicInstitution, Potchefstroom College of Education]
Generated description
Potchefstroom College of Education is a teacher-training institution located in Potchefstroom, South Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Potchefstroom College of Education Target entity description: Potchefstroom College of Education is a teacher-training institution located in Potchefstroom, South Africa.
-
A.
Sol Plaatje University
Sol Plaatje University is a public university in Kimberley, South Africa, named after the writer and activist Sol Plaatje and known for its focus on heritage, education, and rural development.
-
B.
Samtse College of Education
Samtse College of Education is a teacher education institution in Bhutan that serves as one of the constituent colleges of the Royal University of Bhutan.
-
C.
Potchefstroom campus
Potchefstroom campus is the main university campus located in Potchefstroom, South Africa, historically associated with Potchefstroom University for Christian Higher Education and now part of North-West University.
-
D.
Potchefstroom University for Christian Higher Education
Potchefstroom University for Christian Higher Education was a South African Calvinist university known for its Afrikaans-medium instruction and later incorporation into North-West University.
-
E.
University of Durban-Westville
The University of Durban-Westville was a South African higher education institution in Durban known for serving predominantly Indian students during apartheid and later merging into the University of KwaZulu-Natal.
- 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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b2e838e881908b650194c9b94886 |
completed | April 18, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00b29c170c81908fcc88c31e266ffb |
completed | May 10, 2026, 4:30 p.m. |
| NEDg | Description generation | batch_6a00b3cb7a2c8190a90ed07bc06dfc1b |
completed | May 10, 2026, 4:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00b466ecd08190b7b5ee54476631ab |
completed | May 10, 2026, 4:37 p.m. |
Created at: April 10, 2026, 5:23 a.m.