Triple
T16288005
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marguerite Annie Johnson |
E395438
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Vusumzi Make
Vusumzi Make was a South African anti-apartheid activist and lawyer who was once married to writer and civil rights icon Maya Angelou (born Marguerite Annie Johnson).
|
E1205155
|
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: Vusumzi Make | Statement: [Marguerite Annie Johnson, spouse, Vusumzi Make]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vusumzi Make Context triple: [Marguerite Annie Johnson, spouse, Vusumzi Make]
-
A.
Siphosethu Ngcobo
Siphosethu Ngcobo is a South African politician who serves in a top leadership role within the Inkatha Freedom Party.
-
B.
Mzilikazi Khumalo
Mzilikazi Khumalo was the 19th-century founder and king of the Ndebele (Matabele) nation in southern Africa, renowned for his military leadership and state-building after breaking away from Shaka Zulu.
-
C.
Njongonkulu Ndungane
Njongonkulu Ndungane is a South African Anglican cleric who served as Archbishop of Cape Town and was a prominent anti-apartheid activist and church leader.
-
D.
Moroka Lembede
Moroka Lembede was a South African anti-apartheid activist and founding president of the African National Congress Youth League, known for his influential role in shaping militant African nationalism.
-
E.
Nonkululeko Sisulu
Nonkululeko Sisulu is a South African business executive and member of the prominent Sisulu family, known for her leadership roles in the financial and corporate sectors.
- 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: Vusumzi Make Triple: [Marguerite Annie Johnson, spouse, Vusumzi Make]
Generated description
Vusumzi Make was a South African anti-apartheid activist and lawyer who was once married to writer and civil rights icon Maya Angelou (born Marguerite Annie Johnson).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vusumzi Make Target entity description: Vusumzi Make was a South African anti-apartheid activist and lawyer who was once married to writer and civil rights icon Maya Angelou (born Marguerite Annie Johnson).
-
A.
Siphosethu Ngcobo
Siphosethu Ngcobo is a South African politician who serves in a top leadership role within the Inkatha Freedom Party.
-
B.
Mzilikazi Khumalo
Mzilikazi Khumalo was the 19th-century founder and king of the Ndebele (Matabele) nation in southern Africa, renowned for his military leadership and state-building after breaking away from Shaka Zulu.
-
C.
Njongonkulu Ndungane
Njongonkulu Ndungane is a South African Anglican cleric who served as Archbishop of Cape Town and was a prominent anti-apartheid activist and church leader.
-
D.
Moroka Lembede
Moroka Lembede was a South African anti-apartheid activist and founding president of the African National Congress Youth League, known for his influential role in shaping militant African nationalism.
-
E.
Nonkululeko Sisulu
Nonkululeko Sisulu is a South African business executive and member of the prominent Sisulu family, known for her leadership roles in the financial and corporate sectors.
- 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_69d87f22c7248190a54c949738441e2e |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e249165af881908ce44c4517c93c12 |
completed | April 17, 2026, 2:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a001f94ede48190835e8a0c6f5d0f19 |
completed | May 10, 2026, 6:03 a.m. |
| NEDg | Description generation | batch_6a002067aa708190bc2583c95ab133a4 |
completed | May 10, 2026, 6:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00214a2a908190a11388a63de1f7af |
completed | May 10, 2026, 6:10 a.m. |
Created at: April 10, 2026, 5:05 a.m.