Triple

T2241208
Position Surface form Disambiguated ID Type / Status
Subject Movement for Democratic Change E49398 entity
Predicate notableLeader P304 FINISHED
Object 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.
E250053 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: Nelson Chamisa | Statement: [Movement for Democratic Change, notableLeader, Nelson Chamisa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nelson Chamisa
Context triple: [Movement for Democratic Change, notableLeader, Nelson Chamisa]
  • 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. Cecil Nyoni
    Cecil Nyoni is a Zimbabwean-born professional footballer who has played as a midfielder for various lower-league clubs in England.
  • C. 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.
  • D. Joseph Ngwenya
    Joseph Ngwenya is a Zimbabwean former professional footballer best known as a forward in Major League Soccer, including scoring for the Houston Dynamo in the 2007 MLS Cup final.
  • E. Tindyebwa Agaba Wise
    Tindyebwa Agaba Wise is a Rwandan-born British activist and former child soldier who became known for his work on human rights and refugee issues after being adopted by actress Emma Thompson.
  • 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: Nelson Chamisa
Triple: [Movement for Democratic Change, notableLeader, Nelson Chamisa]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nelson Chamisa
Target entity description: 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.
  • 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. Cecil Nyoni
    Cecil Nyoni is a Zimbabwean-born professional footballer who has played as a midfielder for various lower-league clubs in England.
  • C. 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.
  • D. Joseph Ngwenya
    Joseph Ngwenya is a Zimbabwean former professional footballer best known as a forward in Major League Soccer, including scoring for the Houston Dynamo in the 2007 MLS Cup final.
  • E. Tindyebwa Agaba Wise
    Tindyebwa Agaba Wise is a Rwandan-born British activist and former child soldier who became known for his work on human rights and refugee issues after being adopted by actress Emma Thompson.
  • 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_69a88aa979788190ad6500f1d8eee2fc completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0be7fb4819081a5f9c46b616bdb completed March 7, 2026, 6:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71bfb47881908c93333a9e808420 completed March 9, 2026, 7:07 a.m.
NEDg Description generation batch_69ae739342108190a14f7640228319ea completed March 9, 2026, 7:15 a.m.
NED2 Entity disambiguation (via description) batch_69ae74eb89448190895fab4a493c6d08 completed March 9, 2026, 7:21 a.m.
Created at: March 4, 2026, 7:47 p.m.