Triple

T4544596
Position Surface form Disambiguated ID Type / Status
Subject Muslim Brotherhood E110015 entity
Predicate notableLeader P304 FINISHED
Object Mahdi Akef
Mahdi Akef was an Egyptian Islamist politician who served as the Supreme Guide of the Muslim Brotherhood during the mid-2000s, overseeing the movement through a period of rising political influence and state repression.
 E452492 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: Mahdi Akef | Statement: [Muslim Brotherhood, notableLeader, Mahdi Akef]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mahdi Akef
Context triple: [Muslim Brotherhood, notableLeader, Mahdi Akef]
  • A. Marwan Kenzari
    Marwan Kenzari is a Dutch-Tunisian actor known for his roles in international films such as Disney’s live-action Aladdin and various Hollywood thrillers and dramas.
  • B. Hassan Aref
    Hassan Aref was a prominent physicist and engineer known for his pioneering contributions to fluid dynamics, particularly in vortex dynamics and chaotic advection.
  • C. Mahmoud Hessaby
    Mahmoud Hessaby was a prominent Iranian physicist, educator, and statesman often regarded as the father of modern physics in Iran.
  • D. Khaled Mohieddin
    Khaled Mohieddin was an Egyptian military officer, politician, and prominent leftist figure who played a key role in the 1952 revolution that overthrew the monarchy.
  • E. Zakaria Mohieddin
    Zakaria Mohieddin was an Egyptian military officer and politician who played a key role in the 1952 revolution and later served in senior positions under President Gamal Abdel Nasser, including as vice president and prime minister.
  • 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: Mahdi Akef
Triple: [Muslim Brotherhood, notableLeader, Mahdi Akef]
Generated description
Mahdi Akef was an Egyptian Islamist politician who served as the Supreme Guide of the Muslim Brotherhood during the mid-2000s, overseeing the movement through a period of rising political influence and state repression.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mahdi Akef
Target entity description: Mahdi Akef was an Egyptian Islamist politician who served as the Supreme Guide of the Muslim Brotherhood during the mid-2000s, overseeing the movement through a period of rising political influence and state repression.
  • A. Marwan Kenzari
    Marwan Kenzari is a Dutch-Tunisian actor known for his roles in international films such as Disney’s live-action Aladdin and various Hollywood thrillers and dramas.
  • B. Hassan Aref
    Hassan Aref was a prominent physicist and engineer known for his pioneering contributions to fluid dynamics, particularly in vortex dynamics and chaotic advection.
  • C. Mahmoud Hessaby
    Mahmoud Hessaby was a prominent Iranian physicist, educator, and statesman often regarded as the father of modern physics in Iran.
  • D. Khaled Mohieddin
    Khaled Mohieddin was an Egyptian military officer, politician, and prominent leftist figure who played a key role in the 1952 revolution that overthrew the monarchy.
  • E. Zakaria Mohieddin
    Zakaria Mohieddin was an Egyptian military officer and politician who played a key role in the 1952 revolution and later served in senior positions under President Gamal Abdel Nasser, including as vice president and prime minister.
  • 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_69bdc564452c819080beada43c9ba7b1 completed March 20, 2026, 10:08 p.m.
NEDg Description generation batch_69bdc8c63b10819080f30db477b8e6ff completed March 20, 2026, 10:23 p.m.
NED2 Entity disambiguation (via description) batch_69bdc915b2408190adb27cfb685501a6 completed March 20, 2026, 10:24 p.m.
Created at: March 20, 2026, 1:05 p.m.