Triple

T4544542
Position Surface form Disambiguated ID Type / Status
Subject Kefaya movement E110014 entity
Predicate notableFigure P4290 FINISHED
Object Ayman Nour
Ayman Nour is an Egyptian liberal politician and opposition leader known for challenging Hosni Mubarak’s rule and advocating for democratic reforms.
E458992 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: Ayman Nour | Statement: [Kefaya movement, notableFigure, Ayman Nour]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ayman Nour
Context triple: [Kefaya movement, notableFigure, Ayman Nour]
  • A. Mohamed Morsi
    Mohamed Morsi was an Egyptian engineer and politician who became the country’s first democratically elected president in 2012 before being ousted by the military the following year.
  • B. محمد البرادعي
    محمد البرادعي هو دبلوماسي وسياسي مصري بارز شغل منصب المدير العام للوكالة الدولية للطاقة الذرية وحاز جائزة نوبل للسلام لدوره في جهود منع انتشار الأسلحة النووية.
  • C. Abdel Hakim Amer
    Abdel Hakim Amer was an Egyptian military officer and close ally of President Gamal Abdel Nasser who served as Egypt’s top commander during the 1950s and 1960s, playing a central role in key conflicts including the Suez Crisis.
  • D. Mahmoud Jibril
    Mahmoud Jibril was a Libyan politician and technocrat who led the National Transitional Council’s executive board and became a key civilian leader of the opposition during the 2011 uprising against Muammar Gaddafi.
  • E. Ahmed Shafik
    Ahmed Shafik is an Egyptian politician and former air force commander who briefly served as Egypt’s prime minister during the 2011 revolution.
  • 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: Ayman Nour
Triple: [Kefaya movement, notableFigure, Ayman Nour]
Generated description
Ayman Nour is an Egyptian liberal politician and opposition leader known for challenging Hosni Mubarak’s rule and advocating for democratic reforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ayman Nour
Target entity description: Ayman Nour is an Egyptian liberal politician and opposition leader known for challenging Hosni Mubarak’s rule and advocating for democratic reforms.
  • A. Mohamed Morsi
    Mohamed Morsi was an Egyptian engineer and politician who became the country’s first democratically elected president in 2012 before being ousted by the military the following year.
  • B. محمد البرادعي
    محمد البرادعي هو دبلوماسي وسياسي مصري بارز شغل منصب المدير العام للوكالة الدولية للطاقة الذرية وحاز جائزة نوبل للسلام لدوره في جهود منع انتشار الأسلحة النووية.
  • C. Abdel Hakim Amer
    Abdel Hakim Amer was an Egyptian military officer and close ally of President Gamal Abdel Nasser who served as Egypt’s top commander during the 1950s and 1960s, playing a central role in key conflicts including the Suez Crisis.
  • D. Mahmoud Jibril
    Mahmoud Jibril was a Libyan politician and technocrat who led the National Transitional Council’s executive board and became a key civilian leader of the opposition during the 2011 uprising against Muammar Gaddafi.
  • E. Ahmed Shafik
    Ahmed Shafik is an Egyptian politician and former air force commander who briefly served as Egypt’s prime minister during the 2011 revolution.
  • 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_69bdfa1681708190ae4dc66e8734e5a1 completed March 21, 2026, 1:53 a.m.
NEDg Description generation batch_69bdfb5502c48190b7679941b83e6e0c completed March 21, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69bdff53680c8190a62aace0f0c9f3b3 completed March 21, 2026, 2:15 a.m.
Created at: March 20, 2026, 1:05 p.m.