Triple
T8080435
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of Basic Education |
E188599
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
National Senior Certificate examinations
The National Senior Certificate examinations are South Africa’s standardized school-leaving assessments that determine the completion of secondary education and eligibility for further study or employment.
|
E710536
|
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: National Senior Certificate examinations | Statement: [Department of Basic Education, oversees, National Senior Certificate examinations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Senior Certificate examinations Context triple: [Department of Basic Education, oversees, National Senior Certificate examinations]
-
A.
National Certificate of Educational Achievement
The National Certificate of Educational Achievement (NCEA) is New Zealand’s main secondary school qualification, assessing students through a mix of internal and external standards-based evaluations across multiple levels.
-
B.
Matura examination
The Matura examination is a standardized national secondary school leaving and university entrance exam taken by students in several European countries, notably Poland.
-
C.
Caribbean Secondary Education Certificate
The Caribbean Secondary Education Certificate is a regional high school leaving qualification and standardized examination taken by secondary students across Caribbean countries to assess readiness for further education or employment.
-
D.
Indian Certificate of Secondary Education
The Indian Certificate of Secondary Education (ICSE) is a national-level examination and school-leaving qualification in India for students completing Class 10, known for its comprehensive and English-focused curriculum.
-
E.
General Certificate of Education examinations in the Caribbean
The General Certificate of Education examinations in the Caribbean were the British-style secondary school qualifications formerly used across Caribbean territories before the introduction of regionally administered exams.
- 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: National Senior Certificate examinations Triple: [Department of Basic Education, oversees, National Senior Certificate examinations]
Generated description
The National Senior Certificate examinations are South Africa’s standardized school-leaving assessments that determine the completion of secondary education and eligibility for further study or employment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Senior Certificate examinations Target entity description: The National Senior Certificate examinations are South Africa’s standardized school-leaving assessments that determine the completion of secondary education and eligibility for further study or employment.
-
A.
National Certificate of Educational Achievement
The National Certificate of Educational Achievement (NCEA) is New Zealand’s main secondary school qualification, assessing students through a mix of internal and external standards-based evaluations across multiple levels.
-
B.
Matura examination
The Matura examination is a standardized national secondary school leaving and university entrance exam taken by students in several European countries, notably Poland.
-
C.
Caribbean Secondary Education Certificate
The Caribbean Secondary Education Certificate is a regional high school leaving qualification and standardized examination taken by secondary students across Caribbean countries to assess readiness for further education or employment.
-
D.
Indian Certificate of Secondary Education
The Indian Certificate of Secondary Education (ICSE) is a national-level examination and school-leaving qualification in India for students completing Class 10, known for its comprehensive and English-focused curriculum.
-
E.
General Certificate of Education examinations in the Caribbean
The General Certificate of Education examinations in the Caribbean were the British-style secondary school qualifications formerly used across Caribbean territories before the introduction of regionally administered exams.
- 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_69ca82b662e88190b9323daab8c28a21 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb40a504d48190ace96e814d99b182 |
completed | March 31, 2026, 3:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc63f79ac08190af49e77bee67921d |
completed | April 1, 2026, 12:16 a.m. |
| NEDg | Description generation | batch_69cc651d340c819089306bac7110f57a |
completed | April 1, 2026, 12:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc666ecc04819092ee4cc035dde627 |
completed | April 1, 2026, 12:27 a.m. |
Created at: March 30, 2026, 5:28 p.m.