Triple
T18133610
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South African Army Training Formation |
E434078
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | South African National Defence Force Education, Training and Development System |
—
|
NE NERFINISHED |
How this triple was built (3 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: South African National Defence Force Education, Training and Development System | Statement: [South African Army Training Formation, associatedWith, South African National Defence Force Education, Training and Development System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South African National Defence Force Education, Training and Development System Context triple: [South African Army Training Formation, associatedWith, South African National Defence Force Education, Training and Development System]
-
A.
Department of Defence of South Africa
The Department of Defence of South Africa is the national government body responsible for formulating defence policy, overseeing the South African National Defence Force, and ensuring the country’s military readiness and security.
-
B.
Defence Secretariat (South Africa)
The Defence Secretariat (South Africa) is the civilian administrative body that supports and advises the Minister of Defence and Military Veterans, providing policy, oversight, and strategic management for the country’s defence sector.
-
C.
South African Army Air Defence Artillery Formation
The South African Army Air Defence Artillery Formation is the branch of the South African Army responsible for providing ground-based air defence through the operation of anti-aircraft weapons and related air defence systems.
-
D.
National Defence Course
The National Defence Course is a senior-level professional military education program in Pakistan that prepares high-ranking officers and civilian officials for strategic leadership and national security decision-making.
-
E.
Military Command Council of the South African National Defence Force
The Military Command Council of the South African National Defence Force is the senior strategic leadership body that oversees and coordinates the planning, operations, and administration of South Africa’s armed forces.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South African National Defence Force Education, Training and Development System Target entity description: The South African National Defence Force Education, Training and Development System is the overarching framework that governs and coordinates the professional education, training, and skills development of personnel across the South African military.
-
A.
Department of Defence of South Africa
The Department of Defence of South Africa is the national government body responsible for formulating defence policy, overseeing the South African National Defence Force, and ensuring the country’s military readiness and security.
-
B.
Defence Secretariat (South Africa)
The Defence Secretariat (South Africa) is the civilian administrative body that supports and advises the Minister of Defence and Military Veterans, providing policy, oversight, and strategic management for the country’s defence sector.
-
C.
South African Army Air Defence Artillery Formation
The South African Army Air Defence Artillery Formation is the branch of the South African Army responsible for providing ground-based air defence through the operation of anti-aircraft weapons and related air defence systems.
-
D.
National Defence Course
The National Defence Course is a senior-level professional military education program in Pakistan that prepares high-ranking officers and civilian officials for strategic leadership and national security decision-making.
-
E.
Military Command Council of the South African National Defence Force
The Military Command Council of the South African National Defence Force is the senior strategic leadership body that oversees and coordinates the planning, operations, and administration of South Africa’s armed forces.
- F. None of above. chosen
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_69d8b909e8cc81908df4cc2b8ea6d11f |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4de04321c81909c0b9d47757720fd |
completed | April 19, 2026, 1:52 p.m. |
Created at: April 10, 2026, 10:29 a.m.