Triple
T7662894
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trevor Manuel |
E173550
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object | Minister of Finance of South Africa |
E449059
|
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 Finance of South Africa | Statement: [Trevor Manuel, positionHeld, Minister of Finance of South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Minister of Finance of South Africa Context triple: [Trevor Manuel, positionHeld, Minister of Finance of South Africa]
-
A.
Minister of Finance of South Africa
chosen
The Minister of Finance of South Africa is the cabinet official responsible for managing the country’s public finances, national budget, and economic policy.
-
B.
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.
-
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 Mineral Resources and Energy of South Africa
The Minister of Mineral Resources and Energy of South Africa is the cabinet official responsible for national policy, regulation, and oversight of the country’s mining and energy sectors.
-
E.
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.
- 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_69c69955517c819085bc715b96d304d2 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701a74a2c81909f78ab2de7ce807c |
completed | March 27, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89b1aaef081908d1d181ea7c28c2f |
completed | March 29, 2026, 3:23 a.m. |
Created at: March 27, 2026, 3:59 p.m.