Triple
T12028069
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GEAR (Growth, Employment and Redistribution) strategy |
E286328
|
entity |
| Predicate | associatedWithFinanceMinister |
P24005
|
FINISHED |
| Object | Trevor Manuel |
E173550
|
NE FINISHED |
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: Trevor Manuel | Statement: [GEAR (Growth, Employment and Redistribution) strategy, associatedWithFinanceMinister, Trevor Manuel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trevor Manuel Context triple: [GEAR (Growth, Employment and Redistribution) strategy, associatedWithFinanceMinister, Trevor Manuel]
-
A.
Trevor Manuel
chosen
Trevor Manuel is a prominent South African politician and former Minister of Finance who played a key role in shaping the country’s post-apartheid economic policy.
-
B.
Leon Brittan
Leon Brittan was a British Conservative politician who held several senior government posts, including Home Secretary and European Commissioner, during the late 20th century.
-
C.
Lord Mandelson
Lord Mandelson is a British Labour politician and life peer who served in several senior government roles, including Business Secretary, and was a key architect of the New Labour project under Tony Blair and Gordon Brown.
-
D.
Norman Stansfield
Norman Stansfield is the sadistic, drug-addicted DEA agent and primary antagonist portrayed by Gary Oldman in the film "Léon: The Professional."
-
E.
Ian Blackford
Ian Blackford is a Scottish National Party politician who served as the party’s Westminster leader and represents the Ross, Skye and Lochaber constituency in the UK Parliament.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: associatedWithFinanceMinister Context triple: [GEAR (Growth, Employment and Redistribution) strategy, associatedWithFinanceMinister, Trevor Manuel]
-
A.
financeMinister
Indicates that one entity serves as the finance minister (or equivalent chief financial/government budget official) of another entity, typically a country or jurisdiction.
-
B.
hasMinister
Indicates that one entity serves as the minister (political, religious, or administrative official) responsible for or associated with another entity.
-
C.
associatedPrimeMinisterLikeFigure
Indicates a relationship where an entity is linked to another entity that functions in a role similar to that of a prime minister, without necessarily holding the formal title.
-
D.
ministerOfStateForEconomicAndFiscalPolicy
Indicates that a person holds the governmental position of Minister of State responsible for economic and fiscal policy matters in relation to a country or jurisdiction.
-
E.
hasMinisterialResponsibilityFor
chosen
Indicates that one entity (typically a minister or ministry) holds official responsibility or oversight for the functions, policies, or operations of another entity.
- F. None of above.
Provenance (4 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_69d6ab4669e48190b59246358b0383ab |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9100b4ca8819084845ca4c13e34ce |
completed | April 10, 2026, 2:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f646423c819088575a7032e6a9a3 |
completed | May 2, 2026, 1:04 p.m. |
| PD | Predicate disambiguation | batch_69d902b6ebbc8190b13c44a61c6f81b9 |
completed | April 10, 2026, 2:01 p.m. |
Created at: April 8, 2026, 9:47 p.m.