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.