Triple
T13763687
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South African Council of Churches |
E330678
|
entity |
| Predicate | keyPerson |
P256
|
FINISHED |
| Object |
Malusi Mpumlwana
Malusi Mpumlwana is a South African Anglican bishop and prominent anti-apartheid activist who serves as a leading figure in the South African Council of Churches.
|
E1059372
|
NE FINISHED |
How this triple was built (4 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: Malusi Mpumlwana | Statement: [South African Council of Churches, keyPerson, Malusi Mpumlwana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malusi Mpumlwana Context triple: [South African Council of Churches, keyPerson, Malusi Mpumlwana]
-
A.
Nyamande Lobengula
Nyamande Lobengula was a Ndebele royal figure and son of King Lobengula, associated with the Khumalo ruling dynasty in what is now Zimbabwe.
-
B.
Dinuzulu kaCetshwayo
Dinuzulu kaCetshwayo was a late 19th- and early 20th-century Zulu king known for his resistance to British colonial encroachment and his complex role in the aftermath of the Anglo-Zulu War.
-
C.
Prince Mandlesizwe Zulu
Prince Mandlesizwe Zulu is a member of the Zulu royal family and a brother of King Misuzulu Zulu kaZwelithini.
-
D.
Sekgoma II
Sekgoma II was a Bangwato king of the Bechuanaland Protectorate (now Botswana) and a key traditional leader in the lineage that produced Botswana’s first president, Seretse Khama.
-
E.
Lobengula
Lobengula 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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Malusi Mpumlwana Triple: [South African Council of Churches, keyPerson, Malusi Mpumlwana]
Generated description
Malusi Mpumlwana is a South African Anglican bishop and prominent anti-apartheid activist who serves as a leading figure in the South African Council of Churches.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malusi Mpumlwana Target entity description: Malusi Mpumlwana is a South African Anglican bishop and prominent anti-apartheid activist who serves as a leading figure in the South African Council of Churches.
-
A.
Nyamande Lobengula
Nyamande Lobengula was a Ndebele royal figure and son of King Lobengula, associated with the Khumalo ruling dynasty in what is now Zimbabwe.
-
B.
Dinuzulu kaCetshwayo
Dinuzulu kaCetshwayo was a late 19th- and early 20th-century Zulu king known for his resistance to British colonial encroachment and his complex role in the aftermath of the Anglo-Zulu War.
-
C.
Prince Mandlesizwe Zulu
Prince Mandlesizwe Zulu is a member of the Zulu royal family and a brother of King Misuzulu Zulu kaZwelithini.
-
D.
Sekgoma II
Sekgoma II was a Bangwato king of the Bechuanaland Protectorate (now Botswana) and a key traditional leader in the lineage that produced Botswana’s first president, Seretse Khama.
-
E.
Lobengula
Lobengula 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.
- 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_69d81c583b0081909e408a17db517a21 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de022690ac8190bd5410ecc659a2a7 |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7a862e6808190b8fbb27304212058 |
completed | May 3, 2026, 7:56 p.m. |
| NEDg | Description generation | batch_69f7aa2a6370819097206cc0967fe5c5 |
completed | May 3, 2026, 8:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7aaa0e90c8190877490a2b941cb6b |
completed | May 3, 2026, 8:05 p.m. |
Created at: April 9, 2026, 10:10 p.m.