Triple

T7571263
Position Surface form Disambiguated ID Type / Status
Subject Khushal Yousafzai E179244 entity
Predicate familyName P18 FINISHED
Object Yousafzai
Yousafzai is a prominent Pashtun surname best known internationally through Malala Yousafzai and her family’s activism for girls’ education and human rights.
 E683198 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: Yousafzai | Statement: [Khushal Yousafzai, familyName, Yousafzai]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yousafzai
Context triple: [Khushal Yousafzai, familyName, Yousafzai]
  • A. Atal Yousafzai
    Atal Yousafzai is the younger brother of Nobel laureate and education activist Malala Yousafzai and the son of Pakistani educator Ziauddin Yousafzai.
  • 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. 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.
  • D. 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.
  • E. Tasleema Yasin
    Tasleema Yasin is a writer known for producing feedback-oriented content, likely focused on critique, evaluation, or response.
  • 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: Yousafzai
Triple: [Khushal Yousafzai, familyName, Yousafzai]
Generated description
Yousafzai is a prominent Pashtun surname best known internationally through Malala Yousafzai and her family’s activism for girls’ education and human rights.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yousafzai
Target entity description: Yousafzai is a prominent Pashtun surname best known internationally through Malala Yousafzai and her family’s activism for girls’ education and human rights.
  • A. Atal Yousafzai
    Atal Yousafzai is the younger brother of Nobel laureate and education activist Malala Yousafzai and the son of Pakistani educator Ziauddin Yousafzai.
  • 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. 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.
  • D. 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.
  • E. Tasleema Yasin
    Tasleema Yasin is a writer known for producing feedback-oriented content, likely focused on critique, evaluation, or response.
  • 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_69c69f316e50819081a271c85c06f918 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f921b458819092e565a4d099bbaf completed March 27, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8ac86982c8190a808ba1b98314829 completed March 29, 2026, 4:37 a.m.
NEDg Description generation batch_69c8ae258a7081909bd30259a368d865 completed March 29, 2026, 4:44 a.m.
NED2 Entity disambiguation (via description) batch_69c8aebc46e481908872d0c4c77345b5 completed March 29, 2026, 4:46 a.m.
Created at: March 27, 2026, 3:51 p.m.