Triple

T1525363
Position Surface form Disambiguated ID Type / Status
Subject I Am Malala E32322 entity
Predicate hasSubject P450 FINISHED
Object Swat Valley conflict
The Swat Valley conflict was an armed insurgency in Pakistan’s Swat region between Taliban militants and the Pakistani state, marked by extremist violence, military operations, and severe impacts on civilians, including the suppression of girls’ education.
E174299 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: Swat Valley conflict | Statement: [I Am Malala, hasSubject, Swat Valley conflict]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Swat Valley conflict
Context triple: [I Am Malala, hasSubject, Swat Valley conflict]
  • A. Panjsher offensives
    The Panjsher offensives were a series of major Soviet and Afghan government military campaigns in the Panjshir Valley aimed at crushing Ahmad Shah Massoud’s mujahideen resistance during the Soviet–Afghan War.
  • B. Afghan conflicts
    Afghan conflicts refers to the series of wars and insurgencies in Afghanistan—most notably the Soviet–Afghan War, the civil wars of the 1990s, and the post-2001 conflict involving the Taliban and international forces—that have profoundly shaped the country’s modern history and regional geopolitics.
  • C. Battle of Tora Bora
    The Battle of Tora Bora was a December 2001 U.S.-led offensive in eastern Afghanistan aimed at destroying al-Qaeda strongholds and capturing Osama bin Laden in the White Mountains cave complex.
  • D. Afghan Civil War
    The Afghan Civil War refers to the prolonged internal conflicts in Afghanistan, particularly after the Soviet withdrawal and the fall of the communist government, involving rival mujahideen factions, warlords, and later the Taliban, which devastated the country’s political stability and infrastructure.
  • E. Soviet–Afghan War
    The Soviet–Afghan War was a decade-long conflict (1979–1989) in which Soviet forces intervened in Afghanistan to support a communist government against Islamist guerrilla fighters, becoming a major Cold War proxy war that contributed to the USSR’s eventual collapse.
  • 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: Swat Valley conflict
Triple: [I Am Malala, hasSubject, Swat Valley conflict]
Generated description
The Swat Valley conflict was an armed insurgency in Pakistan’s Swat region between Taliban militants and the Pakistani state, marked by extremist violence, military operations, and severe impacts on civilians, including the suppression of girls’ education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Swat Valley conflict
Target entity description: The Swat Valley conflict was an armed insurgency in Pakistan’s Swat region between Taliban militants and the Pakistani state, marked by extremist violence, military operations, and severe impacts on civilians, including the suppression of girls’ education.
  • A. Panjsher offensives
    The Panjsher offensives were a series of major Soviet and Afghan government military campaigns in the Panjshir Valley aimed at crushing Ahmad Shah Massoud’s mujahideen resistance during the Soviet–Afghan War.
  • B. Afghan conflicts
    Afghan conflicts refers to the series of wars and insurgencies in Afghanistan—most notably the Soviet–Afghan War, the civil wars of the 1990s, and the post-2001 conflict involving the Taliban and international forces—that have profoundly shaped the country’s modern history and regional geopolitics.
  • C. Battle of Tora Bora
    The Battle of Tora Bora was a December 2001 U.S.-led offensive in eastern Afghanistan aimed at destroying al-Qaeda strongholds and capturing Osama bin Laden in the White Mountains cave complex.
  • D. Afghan Civil War
    The Afghan Civil War refers to the prolonged internal conflicts in Afghanistan, particularly after the Soviet withdrawal and the fall of the communist government, involving rival mujahideen factions, warlords, and later the Taliban, which devastated the country’s political stability and infrastructure.
  • E. Soviet–Afghan War
    The Soviet–Afghan War was a decade-long conflict (1979–1989) in which Soviet forces intervened in Afghanistan to support a communist government against Islamist guerrilla fighters, becoming a major Cold War proxy war that contributed to the USSR’s eventual collapse.
  • 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.