Triple
T18409192
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ochiherero |
E441706
|
entity |
| Predicate | regulatedBy |
P86
|
FINISHED |
| Object | Namibian Ministry of Education (for school use) |
—
|
NE NERFINISHED |
How this triple was built (2 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: Namibian Ministry of Education (for school use) | Statement: [Ochiherero, regulatedBy, Namibian Ministry of Education (for school use)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Namibian Ministry of Education (for school use) Context triple: [Ochiherero, regulatedBy, Namibian Ministry of Education (for school use)]
-
A.
Namibian National Institute for Educational Development
The Namibian National Institute for Educational Development is a government body responsible for developing, supporting, and improving school curricula, teaching materials, and teacher training in Namibia.
-
B.
Ministry of Education, Arts and Culture of Namibia
chosen
The Ministry of Education, Arts and Culture of Namibia is a government department responsible for formulating and implementing national policies on schooling, cultural development, and the preservation and promotion of the country’s artistic and heritage sectors.
-
C.
Ministry of Education of Botswana
The Ministry of Education of Botswana is the national government body responsible for formulating and implementing education policies, managing schools and higher education institutions, and overseeing the country’s overall educational development.
-
D.
Department of National Education of South Africa
The Department of National Education of South Africa was the former national government body responsible for formulating and overseeing education policy and administration across the country.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8b9eb8a508190a942fd75ebd8b1dc |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e5195b98808190b9cfb2e444f2b524 |
completed | April 19, 2026, 6:05 p.m. |
Created at: April 10, 2026, 10:47 a.m.