Triple
T8093361
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South African general election, 1999 |
E188921
|
entity |
| Predicate | thirdPlacePartyLeader |
P23392
|
FINISHED |
| Object | Mangosuthu Buthelezi |
E190873
|
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: Mangosuthu Buthelezi | Statement: [South African general election, 1999, thirdPlacePartyLeader, Mangosuthu Buthelezi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mangosuthu Buthelezi Context triple: [South African general election, 1999, thirdPlacePartyLeader, Mangosuthu Buthelezi]
-
A.
Mangosuthu Buthelezi
chosen
Mangosuthu Buthelezi was a prominent South African Zulu leader and founder of the Inkatha Freedom Party who played a controversial but significant role in the country’s transition from apartheid to democracy.
-
B.
Dumisa Ntsebeza
Dumisa Ntsebeza is a South African lawyer, human rights advocate, and former Truth and Reconciliation Commission commissioner known for his work on transitional justice and constitutional law.
-
C.
Moses Mabhida
Moses Mabhida was a prominent South African trade unionist and anti-apartheid activist who served as a senior leader of the African National Congress.
-
D.
Lobengula Khumalo
Lobengula Khumalo was the second and last king of the Ndebele (Matabele) Kingdom in what is now Zimbabwe, known for his resistance to British colonial encroachment in the late 19th century.
-
E.
Thabo Makgoba
Thabo Makgoba is the Anglican Archbishop of Cape Town and a prominent South African religious leader known for his role in church governance and social justice advocacy.
- 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: thirdPlacePartyLeader Context triple: [South African general election, 1999, thirdPlacePartyLeader, Mangosuthu Buthelezi]
-
A.
partyLeaderThirdPlaceParty
chosen
Indicates that the subject is the leader of the political party that finished in third place in a specified election or ranking.
-
B.
thirdPlaceParty
Indicates that an entity finished in third place in a competitive event or ranking.
-
C.
thirdPlaceCandidate
Indicates that the subject is the candidate who finished in third place in a competition, ranking, or election.
-
D.
thirdPlaceCandidateAlliance
Indicates an alliance or cooperative relationship formed by the candidate who finished in third place, typically with another candidate or group.
-
E.
secondLargestPartyLeader
Indicates that the subject is the leader of the second-largest political party (typically by number of seats or votes) within a given political system or election context.
- 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_69ca82b7b3e88190b9041ab0ef28b3cb |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4222b68c81909c8bc326763240d0 |
completed | March 31, 2026, 3:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccecf8f4a48190be0af148a9da4713 |
completed | April 1, 2026, 10:01 a.m. |
| PD | Predicate disambiguation | batch_69cb04a14cd88190a79ed26cbeec1c33 |
completed | March 30, 2026, 11:17 p.m. |
Created at: March 30, 2026, 5:30 p.m.