Triple

T6940988
Position Surface form Disambiguated ID Type / Status
Subject Egyptian Crisis (2011–2014) E160670 entity
Predicate mainParticipants P2434 FINISHED
Object Egyptian protesters
Egyptian protesters were the mass of citizens who took to the streets across Egypt during the 2011–2014 political upheaval to demand the end of authoritarian rule, greater political freedoms, and social justice.
E3286 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: Egyptian protesters | Statement: [Egyptian Crisis (2011–2014), mainParticipants, Egyptian protesters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Egyptian protesters
Context triple: [Egyptian Crisis (2011–2014), mainParticipants, Egyptian protesters]
  • A. 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.
  • B. 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.
  • C. Rose Revolution
    The Rose Revolution was a peaceful protest movement in Georgia in 2003 that led to the resignation of President Eduard Shevardnadze and a transition to a more pro-Western government.
  • D. 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.
  • E. Rabaa massacre
    The Rabaa massacre was a 2013 mass killing of supporters of ousted President Mohamed Morsi by Egyptian security forces during the dispersal of sit-in protests in Cairo, widely condemned as one of the deadliest crackdowns on demonstrators in modern Egyptian history.
  • 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: Egyptian protesters
Triple: [Egyptian Crisis (2011–2014), mainParticipants, Egyptian protesters]
Generated description
Egyptian protesters were the mass of citizens who took to the streets across Egypt during the 2011–2014 political upheaval to demand the end of authoritarian rule, greater political freedoms, and social justice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Egyptian protesters
Target entity description: Egyptian protesters were the mass of citizens who took to the streets across Egypt during the 2011–2014 political upheaval to demand the end of authoritarian rule, greater political freedoms, and social justice.
  • A. 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.
  • B. Arab Spring chosen
    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.
  • C. Rose Revolution
    The Rose Revolution was a peaceful protest movement in Georgia in 2003 that led to the resignation of President Eduard Shevardnadze and a transition to a more pro-Western government.
  • D. 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.
  • E. Rabaa massacre
    The Rabaa massacre was a 2013 mass killing of supporters of ousted President Mohamed Morsi by Egyptian security forces during the dispersal of sit-in protests in Cairo, widely condemned as one of the deadliest crackdowns on demonstrators in modern Egyptian history.
  • F. None of above.

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_69c6884f3db4819080ad65da69386206 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6da65d4788190a83625f96c867ffe completed March 27, 2026, 7:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7515bb4688190a81bef732676eb4e completed March 28, 2026, 3:56 a.m.
NEDg Description generation batch_69c753193b3081908cf9ac63d23b32bf completed March 28, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69c753c6e7988190bcf772bc5162e53a completed March 28, 2026, 4:06 a.m.
Created at: March 27, 2026, 2:28 p.m.