Triple

T12485455
Position Surface form Disambiguated ID Type / Status
Subject Ibrahim Babangida E298419 entity
Predicate spouse P13 FINISHED
Object Maryam Babangida
Maryam Babangida was a prominent Nigerian First Lady known for her influential role in promoting women's empowerment and social welfare programs during her husband's military presidency.
E983438 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: Maryam Babangida | Statement: [Ibrahim Babangida, spouse, Maryam Babangida]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maryam Babangida
Context triple: [Ibrahim Babangida, spouse, Maryam Babangida]
  • A. 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.
  • B. 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.
  • C. Fatima Abdullahi Ganduje
    Fatima Abdullahi Ganduje is a Nigerian public figure known primarily as the daughter of Kano State’s former governor Abdullahi Umar Ganduje and for her visibility in northern Nigerian political and social circles.
  • D. Rashidiat Ajibade
    Rashidiat Ajibade is a Nigerian professional footballer known as a dynamic attacking player for both club and country, recognized for her pace, versatility, and goal-scoring ability.
  • E. Adesina
    Adesina is a Yoruba surname notably borne by Akinwumi Adesina, the Nigerian economist and President of the African Development Bank.
  • 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: Maryam Babangida
Triple: [Ibrahim Babangida, spouse, Maryam Babangida]
Generated description
Maryam Babangida was a prominent Nigerian First Lady known for her influential role in promoting women's empowerment and social welfare programs during her husband's military presidency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maryam Babangida
Target entity description: Maryam Babangida was a prominent Nigerian First Lady known for her influential role in promoting women's empowerment and social welfare programs during her husband's military presidency.
  • A. 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.
  • B. 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.
  • C. Fatima Abdullahi Ganduje
    Fatima Abdullahi Ganduje is a Nigerian public figure known primarily as the daughter of Kano State’s former governor Abdullahi Umar Ganduje and for her visibility in northern Nigerian political and social circles.
  • D. Rashidiat Ajibade
    Rashidiat Ajibade is a Nigerian professional footballer known as a dynamic attacking player for both club and country, recognized for her pace, versatility, and goal-scoring ability.
  • E. Adesina
    Adesina is a Yoruba surname notably borne by Akinwumi Adesina, the Nigerian economist and President of the African Development Bank.
  • 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_69d6ada377208190a36011199a4d8558 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94ddf0b6c8190aff4fe267d8f6efe completed April 10, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f2b5ed481909ead4f5b96d44064 completed May 2, 2026, 6:15 p.m.
NEDg Description generation batch_69f6401199408190ad2657802afd93c9 completed May 2, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69f6416ba1bc8190a772bffe4d83ec15 completed May 2, 2026, 6:24 p.m.
Created at: April 8, 2026, 9:56 p.m.