Triple
T22064230
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Minister of Agriculture, Land Reform and Rural Development of South Africa |
E545226
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object | Minister of Water and Sanitation of South Africa |
—
|
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: Minister of Water and Sanitation of South Africa | Statement: [Minister of Agriculture, Land Reform and Rural Development of South Africa, collaboratesWith, Minister of Water and Sanitation of South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Minister of Water and Sanitation of South Africa Context triple: [Minister of Agriculture, Land Reform and Rural Development of South Africa, collaboratesWith, Minister of Water and Sanitation of South Africa]
-
A.
Minister of Water and Sanitation (South Africa)
chosen
The Minister of Water and Sanitation (South Africa) is the cabinet-level government official responsible for national policy, regulation, and oversight of the country’s water resources and sanitation services.
-
B.
Minister of Cooperative Governance and Traditional Affairs of South Africa
The Minister of Cooperative Governance and Traditional Affairs of South Africa is the cabinet official responsible for overseeing local government, intergovernmental relations, and traditional leadership institutions within the country.
-
C.
Minister of Human Settlements of South Africa
The Minister of Human Settlements of South Africa is the cabinet official responsible for national housing policy, urban development, and the creation of sustainable human settlements across the country.
-
D.
Minister of Public Service and Administration of South Africa
The Minister of Public Service and Administration of South Africa is the cabinet official responsible for overseeing the country’s public service, government administration, and related reforms and policies.
-
E.
Minister of Health of South Africa
The Minister of Health of South Africa is the national government official responsible for overseeing the country’s public health system, healthcare policy, and the Department of Health.
- 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_69e11e344dfc81909b1d88a7221329c7 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12881f9e0819091b8e6d8ff6802bd |
completed | April 28, 2026, 9:37 p.m. |
Created at: April 16, 2026, 8:27 p.m.