Triple
T8621118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Speaker of the National Assembly of Zimbabwe |
E204164
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object |
Cyril Ndebele
Cyril Ndebele was a Zimbabwean politician and lawyer who served as Speaker of the National Assembly during the 1990s.
|
E751690
|
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: Cyril Ndebele | Statement: [Speaker of the National Assembly of Zimbabwe, officeHoldersInclude, Cyril Ndebele]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cyril Ndebele Context triple: [Speaker of the National Assembly of Zimbabwe, officeHoldersInclude, Cyril Ndebele]
-
A.
Tongayi Chirisa
Tongayi Chirisa is a Zimbabwean actor known for his work in American television and film, including prominent roles in comedy and drama series.
-
B.
Walter Mzembi
Walter Mzembi is a Zimbabwean politician and former government minister who has held prominent roles in the country’s tourism and foreign affairs sectors.
-
C.
Fikile Mbalula
Fikile Mbalula is a South African politician and senior African National Congress figure who has held several key government and party leadership positions, including serving as ANC Secretary-General.
-
D.
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.
-
E.
Mokgweetsi Masisi
Mokgweetsi Masisi is a Botswanan politician who serves as the country's president and leader of the Botswana Democratic Party.
- 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: Cyril Ndebele Triple: [Speaker of the National Assembly of Zimbabwe, officeHoldersInclude, Cyril Ndebele]
Generated description
Cyril Ndebele was a Zimbabwean politician and lawyer who served as Speaker of the National Assembly during the 1990s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cyril Ndebele Target entity description: Cyril Ndebele was a Zimbabwean politician and lawyer who served as Speaker of the National Assembly during the 1990s.
-
A.
Tongayi Chirisa
Tongayi Chirisa is a Zimbabwean actor known for his work in American television and film, including prominent roles in comedy and drama series.
-
B.
Walter Mzembi
Walter Mzembi is a Zimbabwean politician and former government minister who has held prominent roles in the country’s tourism and foreign affairs sectors.
-
C.
Fikile Mbalula
Fikile Mbalula is a South African politician and senior African National Congress figure who has held several key government and party leadership positions, including serving as ANC Secretary-General.
-
D.
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.
-
E.
Mokgweetsi Masisi
Mokgweetsi Masisi is a Botswanan politician who serves as the country's president and leader of the Botswana Democratic Party.
- 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_69ca832ceab8819096e4a9f546695079 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cc47167b188190b5d9a113db9b9511 |
completed | March 31, 2026, 10:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cef349d8408190bfd90a33a2d223bb |
completed | April 2, 2026, 10:52 p.m. |
| NEDg | Description generation | batch_69cef4cbc0788190bf95aa8058a8d895 |
completed | April 2, 2026, 10:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cef830e4e48190bf337a526cc82119 |
completed | April 2, 2026, 11:13 p.m. |
Created at: March 30, 2026, 6:26 p.m.