Triple

T6313406
Position Surface form Disambiguated ID Type / Status
Subject Emmerson Mnangagwa E141557 entity
Predicate spouse P13 FINISHED
Object Auxillia Mnangagwa
Auxillia Mnangagwa is the First Lady of Zimbabwe, known for her philanthropic work and advocacy on health and social issues.
E583810 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: Auxillia Mnangagwa | Statement: [Emmerson Mnangagwa, spouse, Auxillia Mnangagwa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Auxillia Mnangagwa
Context triple: [Emmerson Mnangagwa, spouse, Auxillia Mnangagwa]
  • A. Tatenda Taibu
    Tatenda Taibu is a former Zimbabwean cricketer and wicket-keeper who became the youngest Test captain in history and a key figure in Zimbabwe’s national team in the 2000s.
  • B. Alego Kogelo
    Alego Kogelo is a rural village in western Kenya best known internationally as the ancestral home of former U.S. President Barack Obama’s family.
  • C. Sikhumbuto
    Sikhumbuto is the main memorial complex at Freedom Park in Pretoria, South Africa, dedicated to honoring those who died in various struggles for the country’s freedom.
  • D. Tendai Biti
    Tendai Biti is a prominent Zimbabwean lawyer, politician, and opposition leader who has served as finance minister and played a key role in challenging Robert Mugabe’s rule.
  • E. Tindyebwa
    Tindyebwa is a given name most notably associated with Tindyebwa Agaba Wise, a Rwandan-born human rights activist and former child soldier who became an advocate for refugees in the United Kingdom.
  • 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: Auxillia Mnangagwa
Triple: [Emmerson Mnangagwa, spouse, Auxillia Mnangagwa]
Generated description
Auxillia Mnangagwa is the First Lady of Zimbabwe, known for her philanthropic work and advocacy on health and social issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Auxillia Mnangagwa
Target entity description: Auxillia Mnangagwa is the First Lady of Zimbabwe, known for her philanthropic work and advocacy on health and social issues.
  • A. Tatenda Taibu
    Tatenda Taibu is a former Zimbabwean cricketer and wicket-keeper who became the youngest Test captain in history and a key figure in Zimbabwe’s national team in the 2000s.
  • B. Alego Kogelo
    Alego Kogelo is a rural village in western Kenya best known internationally as the ancestral home of former U.S. President Barack Obama’s family.
  • C. Sikhumbuto
    Sikhumbuto is the main memorial complex at Freedom Park in Pretoria, South Africa, dedicated to honoring those who died in various struggles for the country’s freedom.
  • D. Tendai Biti
    Tendai Biti is a prominent Zimbabwean lawyer, politician, and opposition leader who has served as finance minister and played a key role in challenging Robert Mugabe’s rule.
  • E. Tindyebwa
    Tindyebwa is a given name most notably associated with Tindyebwa Agaba Wise, a Rwandan-born human rights activist and former child soldier who became an advocate for refugees in the United Kingdom.
  • 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_69c008d00efc8190a36c05b4b4a3bf4b completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c064a075dc8190acf7ec010cb4b00c completed March 22, 2026, 9:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e469355c81908049e0c68a8c0259 completed March 27, 2026, 1:59 a.m.
NEDg Description generation batch_69c5ee04b2388190b36dc9bb23b4a18a completed March 27, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_69c5ee780bb08190a97c90804f9c6b68 completed March 27, 2026, 2:42 a.m.
Created at: March 22, 2026, 4:28 p.m.