Triple
T8189769
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cabinet of the Union of South Africa |
E191273
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Minister of Labour of the Union of South Africa |
E545231
|
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 Labour of the Union of South Africa | Statement: [Cabinet of the Union of South Africa, hasMember, Minister of Labour of the Union of South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Minister of Labour of the Union of South Africa Context triple: [Cabinet of the Union of South Africa, hasMember, Minister of Labour of the Union of South Africa]
-
A.
Minister of Employment and Labour of South Africa
chosen
The Minister of Employment and Labour of South Africa is the cabinet official responsible for national policies and programs related to employment, labor relations, and workplace regulation in the country.
-
B.
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.
-
C.
Minister in the Presidency of South Africa
The Minister in the Presidency of South Africa is a senior government official who oversees key cross-cutting functions of the executive, often including coordination of government policy, communication, and support to the President.
-
D.
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.
-
E.
Minister of Public Enterprises of South Africa
The Minister of Public Enterprises of South Africa is the cabinet official responsible for overseeing and managing the country’s state-owned enterprises and ensuring their strategic alignment with national economic and developmental goals.
- 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_69ca82c5b6948190a583c096fb0a6c71 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4da0e1288190b9c7c1d3b9a98830 |
completed | March 31, 2026, 4:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cced8da28c81909c34c0103da68f0f |
completed | April 1, 2026, 10:03 a.m. |
Created at: March 30, 2026, 5:41 p.m.