Triple

T2360656
Position Surface form Disambiguated ID Type / Status
Subject University of Khartoum E47262 entity
Predicate hasNotableAlumni P51 FINISHED
Object 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.
E259665 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: Fatima Ahmed Ibrahim | Statement: [University of Khartoum, hasNotableAlumni, Fatima Ahmed Ibrahim]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fatima Ahmed Ibrahim
Context triple: [University of Khartoum, hasNotableAlumni, Fatima Ahmed Ibrahim]
  • A. Sajida Talfah
    Sajida Talfah was the first wife and cousin of former Iraqi president Saddam Hussein and the mother of several of his children.
  • B. Hala Hussein
    Hala Hussein is a daughter of former Iraqi president Saddam Hussein and a member of his immediate family.
  • C. Mariam C. Said
    Mariam C. Said is a Palestinian-Lebanese writer, editor, and cultural advocate known for her work in promoting Arab arts and for preserving and advancing the intellectual legacy of her late husband, Edward Said.
  • D. Safia Farkash
    Safia Farkash is the second wife of former Libyan leader Muammar Gaddafi and the mother of several of his children, known primarily for her role as Libya’s de facto first lady during his rule.
  • E. Khalida Jarrar
    Khalida Jarrar is a prominent Palestinian politician, feminist, and human rights advocate known for her leadership in the Popular Front for the Liberation of Palestine and her work on prisoners’ rights.
  • 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: Fatima Ahmed Ibrahim
Triple: [University of Khartoum, hasNotableAlumni, Fatima Ahmed Ibrahim]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fatima Ahmed Ibrahim
Target entity description: 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.
  • A. Sajida Talfah
    Sajida Talfah was the first wife and cousin of former Iraqi president Saddam Hussein and the mother of several of his children.
  • B. Hala Hussein
    Hala Hussein is a daughter of former Iraqi president Saddam Hussein and a member of his immediate family.
  • C. Mariam C. Said
    Mariam C. Said is a Palestinian-Lebanese writer, editor, and cultural advocate known for her work in promoting Arab arts and for preserving and advancing the intellectual legacy of her late husband, Edward Said.
  • D. Safia Farkash
    Safia Farkash is the second wife of former Libyan leader Muammar Gaddafi and the mother of several of his children, known primarily for her role as Libya’s de facto first lady during his rule.
  • E. Khalida Jarrar
    Khalida Jarrar is a prominent Palestinian politician, feminist, and human rights advocate known for her leadership in the Popular Front for the Liberation of Palestine and her work on prisoners’ rights.
  • 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_69a88a1a4a6081908645b0f2914521ab completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc722ac3c819091f4316a4a166a77 completed March 7, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea88cf3308190bdb5aac38aded823 completed March 9, 2026, 11:01 a.m.
NEDg Description generation batch_69aea91ce164819091aa24b287f9fb8e completed March 9, 2026, 11:03 a.m.
NED2 Entity disambiguation (via description) batch_69aea999b864819084134c670e7c5d9c completed March 9, 2026, 11:06 a.m.
Created at: March 4, 2026, 7:55 p.m.