Triple

T1525341
Position Surface form Disambiguated ID Type / Status
Subject I Am Malala E32322 entity
Predicate describesEvent P264 FINISHED
Object 2012 shooting of Malala Yousafzai
The 2012 shooting of Malala Yousafzai was an assassination attempt by the Pakistani Taliban on the teenage education activist that drew global condemnation and turned her into an international symbol of the fight for girls’ education.
E174297 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: 2012 shooting of Malala Yousafzai | Statement: [I Am Malala, describesEvent, 2012 shooting of Malala Yousafzai]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2012 shooting of Malala Yousafzai
Context triple: [I Am Malala, describesEvent, 2012 shooting of Malala Yousafzai]
  • A. 2017 Manchester Arena bombing
    The 2017 Manchester Arena bombing was a suicide terrorist attack at the end of an Ariana Grande concert in Manchester, England, that killed 22 people and injured hundreds, becoming one of the deadliest attacks in the UK in recent decades.
  • B. 2013 Boston Marathon bombing
    The 2013 Boston Marathon bombing was a terrorist attack in which two homemade bombs exploded near the marathon’s finish line, killing three people and injuring hundreds.
  • C. Central Legislative Assembly bombing
    The Central Legislative Assembly bombing was a 1929 protest attack carried out by Indian revolutionaries Bhagat Singh and Batukeshwar Dutt in the Delhi assembly to oppose repressive colonial laws without intending to cause fatalities.
  • D. Munich massacre
    The Munich massacre was a terrorist attack during the 1972 Olympic Games in which members of the Palestinian group Black September took Israeli athletes hostage, resulting in the deaths of eleven Israeli team members and a German police officer.
  • E. Panjdeh incident
    The Panjdeh incident was an 1885 military clash between the Russian Empire and Afghanistan that nearly triggered war with Britain and marked a critical flashpoint in the Anglo-Russian rivalry in Central Asia.
  • 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: 2012 shooting of Malala Yousafzai
Triple: [I Am Malala, describesEvent, 2012 shooting of Malala Yousafzai]
Generated description
The 2012 shooting of Malala Yousafzai was an assassination attempt by the Pakistani Taliban on the teenage education activist that drew global condemnation and turned her into an international symbol of the fight for girls’ education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2012 shooting of Malala Yousafzai
Target entity description: The 2012 shooting of Malala Yousafzai was an assassination attempt by the Pakistani Taliban on the teenage education activist that drew global condemnation and turned her into an international symbol of the fight for girls’ education.
  • A. 2017 Manchester Arena bombing
    The 2017 Manchester Arena bombing was a suicide terrorist attack at the end of an Ariana Grande concert in Manchester, England, that killed 22 people and injured hundreds, becoming one of the deadliest attacks in the UK in recent decades.
  • B. 2013 Boston Marathon bombing
    The 2013 Boston Marathon bombing was a terrorist attack in which two homemade bombs exploded near the marathon’s finish line, killing three people and injuring hundreds.
  • C. Central Legislative Assembly bombing
    The Central Legislative Assembly bombing was a 1929 protest attack carried out by Indian revolutionaries Bhagat Singh and Batukeshwar Dutt in the Delhi assembly to oppose repressive colonial laws without intending to cause fatalities.
  • D. Munich massacre
    The Munich massacre was a terrorist attack during the 1972 Olympic Games in which members of the Palestinian group Black September took Israeli athletes hostage, resulting in the deaths of eleven Israeli team members and a German police officer.
  • E. Panjdeh incident
    The Panjdeh incident was an 1885 military clash between the Russian Empire and Afghanistan that nearly triggered war with Britain and marked a critical flashpoint in the Anglo-Russian rivalry in Central Asia.
  • 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_69a885e9b0ac819093a9806ad0efc82c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa61f7bb60819094774ecc632255de completed March 6, 2026, 5:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad2953c5308190984d20f62b7303fd completed March 8, 2026, 7:46 a.m.
NEDg Description generation batch_69ad2a1742d48190a82c1fc8c81d5c21 completed March 8, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69ad2aa092b08190930f1c39d963861b completed March 8, 2026, 7:52 a.m.
Created at: March 4, 2026, 7:26 p.m.