Triple

T4544540
Position Surface form Disambiguated ID Type / Status
Subject Kefaya movement E110014 entity
Predicate notableFigure P4290 FINISHED
Object George Ishak
George Ishak is an Egyptian political activist and opposition figure known for his leading role in pro-democracy movements challenging authoritarian rule in Egypt.
 E451965 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: George Ishak | Statement: [Kefaya movement, notableFigure, George Ishak]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: George Ishak
Context triple: [Kefaya movement, notableFigure, George Ishak]
  • A. Georgy Khosroev
    Georgy Khosroev is a notable individual recognized for bearing the given name Georgy, though specific widely known biographical details about him are not well documented.
  • B. Makhar Vaziev
    Makhar Vaziev is a prominent Russian ballet director and former dancer best known for leading major companies including the Bolshoi Ballet and La Scala Ballet.
  • C. Armen Chakmakian
    Armen Chakmakian is an American musician and composer best known as a former keyboardist for the progressive rock band Shadowfax and for his work in world and new-age music.
  • D. Khillar Khachirov
    Khillar Khachirov was a mountaineer known for being among the climbers credited with the first recorded ascent of Mount Elbrus, the highest peak in Europe.
  • E. Abdulla Aripov
    Abdulla Aripov is an Uzbek politician who has served as the Prime Minister of Uzbekistan, overseeing the country's government and administrative reforms.
  • 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: George Ishak
Triple: [Kefaya movement, notableFigure, George Ishak]
Generated description
George Ishak is an Egyptian political activist and opposition figure known for his leading role in pro-democracy movements challenging authoritarian rule in Egypt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: George Ishak
Target entity description: George Ishak is an Egyptian political activist and opposition figure known for his leading role in pro-democracy movements challenging authoritarian rule in Egypt.
  • A. Georgy Khosroev
    Georgy Khosroev is a notable individual recognized for bearing the given name Georgy, though specific widely known biographical details about him are not well documented.
  • B. Makhar Vaziev
    Makhar Vaziev is a prominent Russian ballet director and former dancer best known for leading major companies including the Bolshoi Ballet and La Scala Ballet.
  • C. Armen Chakmakian
    Armen Chakmakian is an American musician and composer best known as a former keyboardist for the progressive rock band Shadowfax and for his work in world and new-age music.
  • D. Khillar Khachirov
    Khillar Khachirov was a mountaineer known for being among the climbers credited with the first recorded ascent of Mount Elbrus, the highest peak in Europe.
  • E. Abdulla Aripov
    Abdulla Aripov is an Uzbek politician who has served as the Prime Minister of Uzbekistan, overseeing the country's government and administrative reforms.
  • 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_69bd4412524c8190be5bcc9ddee91848 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd57d62a8481909d5d803a582c76a1 completed March 20, 2026, 2:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdb936f3348190af0784d472bff312 completed March 20, 2026, 9:16 p.m.
NEDg Description generation batch_69bdbeb14e6881908c2a95dbe6b200e6 completed March 20, 2026, 9:40 p.m.
NED2 Entity disambiguation (via description) batch_69bdbf09a5f8819093f5f4ab483332b9 completed March 20, 2026, 9:41 p.m.
Created at: March 20, 2026, 1:05 p.m.