Triple
T5772021
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cabinet of South Africa |
E127351
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object | Minister of Basic Education of South Africa |
E198831
|
NE FINISHED |
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: Minister of Basic Education of South Africa | Statement: [Cabinet of South Africa, includes, Minister of Basic Education of South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Minister of Basic Education of South Africa Context triple: [Cabinet of South Africa, includes, Minister of Basic Education of South Africa]
-
A.
Minister of National Education of South Africa
chosen
The Minister of National Education of South Africa was a cabinet-level government official responsible for overseeing and directing the country’s national education policy and system.
-
B.
Minister of the Interior of South Africa
The Minister of the Interior of South Africa was a senior cabinet post responsible for domestic affairs such as internal administration, immigration, and civic matters within the country.
-
C.
Minister of Justice of South Africa
The Minister of Justice of South Africa is the cabinet official responsible for overseeing the country’s justice system, including courts, legal policy, and the administration of justice.
-
D.
Minister of Education
The Minister of Education is the Israeli government cabinet member responsible for overseeing national education policy, school systems, and related cultural and pedagogical initiatives.
-
E.
Chancellor of the University of the Western Cape
The Chancellor of the University of the Western Cape is the ceremonial head of this South African public university, a role once notably held by Archbishop Desmond Tutu.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c00834f6308190851b0abeddd8ed7e |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c029adda188190a5c26c363614145f |
completed | March 22, 2026, 5:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07e648aa881908411a00d48998ecc |
completed | March 22, 2026, 11:42 p.m. |
Created at: March 22, 2026, 3:50 p.m.