Triple

T2760262
Position Surface form Disambiguated ID Type / Status
Subject Muhammadu Buhari E61201 entity
Predicate spouse P13 FINISHED
Object Aisha Buhari
Aisha Buhari is a Nigerian beauty therapist and author who served as the First Lady of Nigeria during Muhammadu Buhari’s presidency and is known for her outspoken views on social and political issues.
E294469 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: Aisha Buhari | Statement: [Muhammadu Buhari, spouse, Aisha Buhari]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aisha Buhari
Context triple: [Muhammadu Buhari, spouse, Aisha Buhari]
  • A. Chukwuka Okonjo
    Chukwuka Okonjo is an individual originating from Ogwashi-Ukwu, a town in Delta State, Nigeria.
  • B. Bisi Akande
    Bisi Akande is a Nigerian politician and statesman, best known as a former governor of Osun State and a key founding leader of major progressive political parties in Nigeria.
  • C. Oluremi Tinubu
    Oluremi Tinubu is a Nigerian politician and former First Lady of Lagos State who serves as the First Lady of Nigeria and has been a prominent senator and advocate for social and women’s issues.
  • D. Bukola Saraki
    Bukola Saraki is a Nigerian politician and former governor of Kwara State who served as President of the Nigerian Senate from 2015 to 2019.
  • E. Fatima Ahmed Ibrahim
    Fatima Ahmed Ibrahim was a pioneering Sudanese politician, feminist, and human rights activist, renowned as one of the first female members of parliament in Africa and a leading advocate for women's rights in Sudan.
  • 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: Aisha Buhari
Triple: [Muhammadu Buhari, spouse, Aisha Buhari]
Generated description
Aisha Buhari is a Nigerian beauty therapist and author who served as the First Lady of Nigeria during Muhammadu Buhari’s presidency and is known for her outspoken views on social and political issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aisha Buhari
Target entity description: Aisha Buhari is a Nigerian beauty therapist and author who served as the First Lady of Nigeria during Muhammadu Buhari’s presidency and is known for her outspoken views on social and political issues.
  • A. Chukwuka Okonjo
    Chukwuka Okonjo is an individual originating from Ogwashi-Ukwu, a town in Delta State, Nigeria.
  • B. Bisi Akande
    Bisi Akande is a Nigerian politician and statesman, best known as a former governor of Osun State and a key founding leader of major progressive political parties in Nigeria.
  • C. Oluremi Tinubu
    Oluremi Tinubu is a Nigerian politician and former First Lady of Lagos State who serves as the First Lady of Nigeria and has been a prominent senator and advocate for social and women’s issues.
  • D. Bukola Saraki
    Bukola Saraki is a Nigerian politician and former governor of Kwara State who served as President of the Nigerian Senate from 2015 to 2019.
  • E. Fatima Ahmed Ibrahim
    Fatima Ahmed Ibrahim was a pioneering Sudanese politician, feminist, and human rights activist, renowned as one of the first female members of parliament in Africa and a leading advocate for women's rights in Sudan.
  • 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_69ab4b7bab6c8190a5c2efef19a8ef34 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdd2281b8819094c22ce5e4753bd3 completed March 7, 2026, 8:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbe499148190902826dd769597d1 completed March 10, 2026, 6:36 a.m.
NEDg Description generation batch_69afbc68a4148190b8c41af64bfacd64 completed March 10, 2026, 6:38 a.m.
NED2 Entity disambiguation (via description) batch_69afbd03744081908c79e88c3189467c completed March 10, 2026, 6:41 a.m.
Created at: March 6, 2026, 9:57 p.m.