Triple
T4516880
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pravin Gordhan |
E102172
|
entity |
| Predicate | workedUnderGovernmentOf |
P57154
|
FINISHED |
| Object | Government of Jacob Zuma |
E36026
|
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: Government of Jacob Zuma | Statement: [Pravin Gordhan, workedUnderGovernmentOf, Government of Jacob Zuma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Government of Jacob Zuma Context triple: [Pravin Gordhan, workedUnderGovernmentOf, Government of Jacob Zuma]
-
A.
Government of South Africa
chosen
The Government of South Africa is the national executive authority of the Republic of South Africa, responsible for implementing laws, setting policy, and administering the country through its various departments and institutions.
-
B.
Jacob Zuma
Jacob Zuma is a South African politician and former anti-apartheid activist who served as the country’s president from 2009 to 2018 and was widely associated with corruption scandals and state capture allegations.
-
C.
Government of National Unity (South Africa)
The Government of National Unity (South Africa) was the post-apartheid coalition administration formed after the 1994 democratic elections, bringing together former rival parties under President Nelson Mandela to oversee the country’s transition to majority rule.
-
D.
Cabinet of South Africa
The Cabinet of South Africa is the national executive body composed of the President, Deputy President, and ministers responsible for directing government policy and administering state affairs.
-
E.
Govan Mbeki
Govan Mbeki was a prominent South African anti-apartheid activist, intellectual, and African National Congress leader who played a key role in the liberation struggle and later served in the post-apartheid government.
- 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: workedUnderGovernmentOf Context triple: [Pravin Gordhan, workedUnderGovernmentOf, Government of Jacob Zuma]
-
A.
draftedUnderGovernmentOf
Indicates that an entity was formally drafted, created, or enacted while a specific government or administration was in power.
-
B.
hasBeenInGovernmentUntil
Indicates that an entity held a government position continuously up to a specified end time or date.
-
C.
workedUnder
Indicates that one entity was hierarchically subordinate to and performed work under the supervision or authority of another entity.
-
D.
servedInCabinetOf
Indicates that one person held a position as a member of the governmental cabinet led by another person.
-
E.
servedAs
Indicates that one entity held and performed the role, position, or function associated with another entity for some period of time.
- F. None of above. chosen
Provenance (5 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_69bd43d6251c81909deecce3e6e9d69c |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd5726983c8190bca116eeee54241c |
completed | March 20, 2026, 2:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bd7f93a6808190bc1290232998184c |
completed | March 20, 2026, 5:10 p.m. |
| PD | Predicate disambiguation | batch_69bd521abea48190b3e758a1f98dd55e |
completed | March 20, 2026, 1:56 p.m. |
| PDg | Predicate description generation | batch_69bd56b3e4c88190a7ade3d0ed0ab606 |
completed | March 20, 2026, 2:16 p.m. |
Created at: March 20, 2026, 1:02 p.m.