Triple

T1571430
Position Surface form Disambiguated ID Type / Status
Subject Ziauddin Yousafzai E33547 entity
Predicate child P120 FINISHED
Object Atal Yousafzai
Atal Yousafzai is the younger brother of Nobel laureate and education activist Malala Yousafzai and the son of Pakistani educator Ziauddin Yousafzai.
E238314 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: Atal Yousafzai | Statement: [Ziauddin Yousafzai, child, Atal Yousafzai]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Atal Yousafzai
Context triple: [Ziauddin Yousafzai, child, Atal Yousafzai]
  • A. Malala Yousafzai
    Malala Yousafzai is a Pakistani education activist and Nobel Peace Prize laureate known for advocating girls’ right to schooling after surviving a Taliban assassination attempt.
  • B. Toor Pekai Yousafzai
    Toor Pekai Yousafzai is the mother of Nobel laureate and education activist Malala Yousafzai and a Pakistani women's rights advocate who has spoken out in support of girls' education.
  • C. Ziauddin Yousafzai
    Ziauddin Yousafzai is a Pakistani educator and human rights activist who co-founded and runs schools in the Swat Valley and has been a prominent advocate for girls’ education alongside his daughter Malala.
  • D. Irene Khan
    Irene Khan is a Bangladeshi human rights advocate and former Secretary-General of Amnesty International, recognized globally for her work on justice, poverty, and women's rights.
  • E. 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.
  • 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: Atal Yousafzai
Triple: [Ziauddin Yousafzai, child, Atal Yousafzai]
Generated description
Atal Yousafzai is the younger brother of Nobel laureate and education activist Malala Yousafzai and the son of Pakistani educator Ziauddin Yousafzai.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Atal Yousafzai
Target entity description: Atal Yousafzai is the younger brother of Nobel laureate and education activist Malala Yousafzai and the son of Pakistani educator Ziauddin Yousafzai.
  • A. Malala Yousafzai
    Malala Yousafzai is a Pakistani education activist and Nobel Peace Prize laureate known for advocating girls’ right to schooling after surviving a Taliban assassination attempt.
  • B. Toor Pekai Yousafzai
    Toor Pekai Yousafzai is the mother of Nobel laureate and education activist Malala Yousafzai and a Pakistani women's rights advocate who has spoken out in support of girls' education.
  • C. Ziauddin Yousafzai
    Ziauddin Yousafzai is a Pakistani educator and human rights activist who co-founded and runs schools in the Swat Valley and has been a prominent advocate for girls’ education alongside his daughter Malala.
  • D. Irene Khan
    Irene Khan is a Bangladeshi human rights advocate and former Secretary-General of Amnesty International, recognized globally for her work on justice, poverty, and women's rights.
  • E. 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.
  • 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_69a885f11b048190935025a035302715 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908ba6a4081909f75faf470c53d86 completed March 5, 2026, 4:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58ac128881909a2e75524682c1c9 completed March 9, 2026, 5:20 a.m.
NEDg Description generation batch_69ae5944543081909622e93012a31766 completed March 9, 2026, 5:23 a.m.
NED2 Entity disambiguation (via description) batch_69ae59d0fb688190858c764517aea035 completed March 9, 2026, 5:25 a.m.
Created at: March 4, 2026, 7:27 p.m.