Triple

T161101
Position Surface form Disambiguated ID Type / Status
Subject Arab Spring E3286 entity
Predicate ledTo P693 FINISHED
Object Yemeni Revolution of 2011
The Yemeni Revolution of 2011 was a mass uprising against President Ali Abdullah Saleh’s decades-long rule, demanding political reform, an end to corruption, and greater freedoms as part of the wider wave of Arab Spring protests.
E21437 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: Yemeni Revolution of 2011 | Statement: [Arab Spring, ledTo, Yemeni Revolution of 2011]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yemeni Revolution of 2011
Context triple: [Arab Spring, ledTo, Yemeni Revolution of 2011]
  • A. Arab Spring
    The Arab Spring was a wave of pro-democracy uprisings and protests that erupted across the Arab world starting in late 2010, challenging longstanding authoritarian regimes and demanding political and social reforms.
  • B. Tunisian Revolution
    The Tunisian Revolution was a wave of popular protests and civil resistance in Tunisia that overthrew President Zine El Abidine Ben Ali in 2011 and sparked broader uprisings across the Arab world.
  • C. Egyptian Revolution of 2011
    The Egyptian Revolution of 2011 was a mass popular uprising that toppled President Hosni Mubarak’s three-decade rule and marked a pivotal moment in Egypt’s struggle for democracy and social justice.
  • D. 2011 Libyan Civil War
    The 2011 Libyan Civil War was an armed conflict that led to the overthrow and death of longtime leader Muammar Gaddafi amid a broader wave of Arab Spring uprisings, involving both domestic rebel forces and international military intervention.
  • E. Syrian Civil War
    The Syrian Civil War is a protracted, multi-sided conflict that began in 2011 as an uprising against President Bashar al-Assad’s government and escalated into a devastating war involving regional and global powers, causing massive civilian casualties and displacement.
  • 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: Yemeni Revolution of 2011
Triple: [Arab Spring, ledTo, Yemeni Revolution of 2011]
Generated description
The Yemeni Revolution of 2011 was a mass uprising against President Ali Abdullah Saleh’s decades-long rule, demanding political reform, an end to corruption, and greater freedoms as part of the wider wave of Arab Spring protests.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yemeni Revolution of 2011
Target entity description: The Yemeni Revolution of 2011 was a mass uprising against President Ali Abdullah Saleh’s decades-long rule, demanding political reform, an end to corruption, and greater freedoms as part of the wider wave of Arab Spring protests.
  • A. Arab Spring
    The Arab Spring was a wave of pro-democracy uprisings and protests that erupted across the Arab world starting in late 2010, challenging longstanding authoritarian regimes and demanding political and social reforms.
  • B. Tunisian Revolution
    The Tunisian Revolution was a wave of popular protests and civil resistance in Tunisia that overthrew President Zine El Abidine Ben Ali in 2011 and sparked broader uprisings across the Arab world.
  • C. Egyptian Revolution of 2011
    The Egyptian Revolution of 2011 was a mass popular uprising that toppled President Hosni Mubarak’s three-decade rule and marked a pivotal moment in Egypt’s struggle for democracy and social justice.
  • D. 2011 Libyan Civil War
    The 2011 Libyan Civil War was an armed conflict that led to the overthrow and death of longtime leader Muammar Gaddafi amid a broader wave of Arab Spring uprisings, involving both domestic rebel forces and international military intervention.
  • E. Syrian Civil War
    The Syrian Civil War is a protracted, multi-sided conflict that began in 2011 as an uprising against President Bashar al-Assad’s government and escalated into a devastating war involving regional and global powers, causing massive civilian casualties and displacement.
  • 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_69a2527757ec819090b8becb2cf1a862 completed Feb. 28, 2026, 2:27 a.m.
NER Named-entity recognition batch_69a25856d934819095460b2ea566eb6b completed Feb. 28, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2e3bf71ac819085b47fd03c853d9e completed Feb. 28, 2026, 12:46 p.m.
NEDg Description generation batch_69a2e4a237e88190bc4393c308c315b5 completed Feb. 28, 2026, 12:50 p.m.
NED2 Entity disambiguation (via description) batch_69a2e51d4394819099303040d072b165 completed Feb. 28, 2026, 12:52 p.m.
Created at: Feb. 28, 2026, 2:31 a.m.