Triple
T6163394
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ZANU–PF |
E137496
|
entity |
| Predicate | keyFigure |
P256
|
FINISHED |
| Object |
Constantino Chiwenga
Constantino Chiwenga is a Zimbabwean military commander-turned-politician who played a central role in the 2017 coup that led to Robert Mugabe’s ouster and later became the country’s vice president.
|
E578563
|
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: Constantino Chiwenga | Statement: [ZANU–PF, keyFigure, Constantino Chiwenga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Constantino Chiwenga Context triple: [ZANU–PF, keyFigure, Constantino Chiwenga]
-
A.
Inshuti Mu Buzima
Inshuti Mu Buzima is the Rwandan branch of Partners In Health, working with the government to strengthen the health system and deliver high-quality care in rural communities.
-
B.
Godfrey Chidyausiku
Godfrey Chidyausiku was a prominent Zimbabwean lawyer, judge, and politician who served as Chief Justice of Zimbabwe.
-
C.
Nelson Chamisa
Nelson Chamisa is a Zimbabwean lawyer, pastor, and prominent opposition politician who has led major democratic reform movements challenging ZANU–PF’s long-standing rule.
-
D.
Charles Misodi Njapa
Charles Misodi Njapa, better known by his stage name 88-Keys, is an American hip hop record producer and rapper recognized for his soulful, sample-based production and collaborations with prominent artists like Kanye West.
-
E.
Charles Misodi Njapa
Charles Misodi Njapa is the birth name of American rapper and producer Masta Ace, known for his influential work in East Coast hip hop since the late 1980s.
- 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: Constantino Chiwenga Triple: [ZANU–PF, keyFigure, Constantino Chiwenga]
Generated description
Constantino Chiwenga is a Zimbabwean military commander-turned-politician who played a central role in the 2017 coup that led to Robert Mugabe’s ouster and later became the country’s vice president.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Constantino Chiwenga Target entity description: Constantino Chiwenga is a Zimbabwean military commander-turned-politician who played a central role in the 2017 coup that led to Robert Mugabe’s ouster and later became the country’s vice president.
-
A.
Inshuti Mu Buzima
Inshuti Mu Buzima is the Rwandan branch of Partners In Health, working with the government to strengthen the health system and deliver high-quality care in rural communities.
-
B.
Godfrey Chidyausiku
Godfrey Chidyausiku was a prominent Zimbabwean lawyer, judge, and politician who served as Chief Justice of Zimbabwe.
-
C.
Nelson Chamisa
Nelson Chamisa is a Zimbabwean lawyer, pastor, and prominent opposition politician who has led major democratic reform movements challenging ZANU–PF’s long-standing rule.
-
D.
Charles Misodi Njapa
Charles Misodi Njapa, better known by his stage name 88-Keys, is an American hip hop record producer and rapper recognized for his soulful, sample-based production and collaborations with prominent artists like Kanye West.
-
E.
Charles Misodi Njapa
Charles Misodi Njapa is the birth name of American rapper and producer Masta Ace, known for his influential work in East Coast hip hop since the late 1980s.
- 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_69c008a54fc88190b6ce4416490ca79d |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05d5e8edc8190a7a394ee832bac9f |
completed | March 22, 2026, 9:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c20d6eefa88190ae55dab8b4ebe06d |
completed | March 24, 2026, 4:05 a.m. |
| NEDg | Description generation | batch_69c214980bbc8190b188b3c821ea13ea |
completed | March 24, 2026, 4:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c2157d43048190a0376cdc9024c5f9 |
completed | March 24, 2026, 4:39 a.m. |
Created at: March 22, 2026, 4:17 p.m.