Triple
T6105801
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gauteng Provincial Government |
E136113
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Gauteng Department of Education
The Gauteng Department of Education is the provincial government body responsible for overseeing and managing public schooling and education services in South Africa’s Gauteng province.
|
E568507
|
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: Gauteng Department of Education | Statement: [Gauteng Provincial Government, hasDepartment, Gauteng Department of Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gauteng Department of Education Context triple: [Gauteng Provincial Government, hasDepartment, Gauteng Department of Education]
-
A.
KwaZulu-Natal Department of Education
The KwaZulu-Natal Department of Education is the provincial government body responsible for overseeing and administering public schooling and education policy in South Africa’s KwaZulu-Natal province.
-
B.
Northern Cape Department of Education
The Northern Cape Department of Education is the provincial government body responsible for overseeing public schooling and education policy in South Africa’s Northern Cape province.
-
C.
Gauteng Provincial Government
The Gauteng Provincial Government is the executive authority responsible for governing South Africa’s Gauteng province, which includes major urban centers like Johannesburg and Pretoria.
-
D.
Department of Basic Education
The Department of Basic Education is the South African government ministry responsible for overseeing primary and secondary schooling, curriculum development, and education policy implementation nationwide.
-
E.
Mphaphuli High School
Mphaphuli High School is a South African secondary school best known as one of the institutions attended by President Cyril Ramaphosa.
- 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: Gauteng Department of Education Triple: [Gauteng Provincial Government, hasDepartment, Gauteng Department of Education]
Generated description
The Gauteng Department of Education is the provincial government body responsible for overseeing and managing public schooling and education services in South Africa’s Gauteng province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gauteng Department of Education Target entity description: The Gauteng Department of Education is the provincial government body responsible for overseeing and managing public schooling and education services in South Africa’s Gauteng province.
-
A.
KwaZulu-Natal Department of Education
The KwaZulu-Natal Department of Education is the provincial government body responsible for overseeing and administering public schooling and education policy in South Africa’s KwaZulu-Natal province.
-
B.
Northern Cape Department of Education
The Northern Cape Department of Education is the provincial government body responsible for overseeing public schooling and education policy in South Africa’s Northern Cape province.
-
C.
Gauteng Provincial Government
The Gauteng Provincial Government is the executive authority responsible for governing South Africa’s Gauteng province, which includes major urban centers like Johannesburg and Pretoria.
-
D.
Department of Basic Education
The Department of Basic Education is the South African government ministry responsible for overseeing primary and secondary schooling, curriculum development, and education policy implementation nationwide.
-
E.
Mphaphuli High School
Mphaphuli High School is a South African secondary school best known as one of the institutions attended by President Cyril Ramaphosa.
- 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_69c0087dee9881909e3655be88208c01 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c05b7ee8b48190b87f5ec8a46d6e2d |
completed | March 22, 2026, 9:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1255759f48190a6aadf33406dcb49 |
completed | March 23, 2026, 11:34 a.m. |
| NEDg | Description generation | batch_69c1275910108190a0a5f458a468c292 |
completed | March 23, 2026, 11:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c127b831d081909436a62e002d1fa5 |
completed | March 23, 2026, 11:44 a.m. |
Created at: March 22, 2026, 4:13 p.m.