Triple
T8138772
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Defiance Campaign of 1952 |
E190036
|
entity |
| Predicate | hasKeyFigure |
P810
|
FINISHED |
| Object | Albert Luthuli |
E199291
|
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: Albert Luthuli | Statement: [Defiance Campaign of 1952, hasKeyFigure, Albert Luthuli]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Albert Luthuli Context triple: [Defiance Campaign of 1952, hasKeyFigure, Albert Luthuli]
-
A.
Albert Luthuli
chosen
Albert Luthuli was a South African teacher, activist, and Nobel Peace Prize–winning president of the African National Congress who became a key moral leader in the struggle against apartheid.
-
B.
Walter Sisulu
Walter Sisulu was a prominent South African anti-apartheid activist and African National Congress leader who played a key role in the struggle against white minority rule and was imprisoned for many years alongside Nelson Mandela.
-
C.
Oliver Tambo
Oliver Tambo was a prominent South African anti-apartheid activist and long-serving president of the African National Congress who played a key role in building its international support and guiding the liberation struggle in exile.
-
D.
Nelson Mandela
Nelson Mandela was a South African anti-apartheid revolutionary, political leader, and Nobel Peace Prize laureate who became the country’s first Black president and a global symbol of reconciliation and justice.
-
E.
Max Sisulu
Max Sisulu is a South African politician and anti-apartheid activist who served as Speaker of the National Assembly and is the son of prominent struggle leader Walter Sisulu.
- 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_69ca82bd9900819099477cdc2eb4244f |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4403cd348190a66ca9ee70d750fb |
completed | March 31, 2026, 3:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc94a3fb348190ab8895a7344f964e |
completed | April 1, 2026, 3:44 a.m. |
Created at: March 30, 2026, 5:35 p.m.