Triple

T18517053
Position Surface form Disambiguated ID Type / Status
Subject Mahdi Akef E452492 entity
Predicate familyName P18 FINISHED
Object Akef
Akef is a surname most notably associated with Mahdi Akef, a former Supreme Guide of the Muslim Brotherhood in Egypt.
 E1328872 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: Akef | Statement: [Mahdi Akef, familyName, Akef]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Akef
Context triple: [Mahdi Akef, familyName, Akef]
  • A. Akiro
    Akiro is a wise and skilled wizard who serves as one of Conan the Barbarian’s key companions in the film "Conan the Destroyer."
  • B. Makkari
    Makkari is a super-speed-powered Eternal and one of the central immortal heroes featured in the Marvel Cinematic Universe film "Eternals."
  • C. Makkari
    Makkari is a small village in Hokkaido, Japan, known for its rural scenery and proximity to the iconic volcanic peak Mount Yōtei.
  • D. Mesharu
    Mesharu is a minor Mesopotamian deity associated with justice and righteousness, traditionally regarded as a child of the sun god Shamash.
  • E. Achiezer
    Achiezer is a multi-volume collection of halachic responsa by Rabbi Chaim Ozer Grodzinski, regarded as a foundational work of 20th-century Jewish law.
  • 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: Akef
Triple: [Mahdi Akef, familyName, Akef]
Generated description
Akef is a surname most notably associated with Mahdi Akef, a former Supreme Guide of the Muslim Brotherhood in Egypt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Akef
Target entity description: Akef is a surname most notably associated with Mahdi Akef, a former Supreme Guide of the Muslim Brotherhood in Egypt.
  • A. Akiro
    Akiro is a wise and skilled wizard who serves as one of Conan the Barbarian’s key companions in the film "Conan the Destroyer."
  • B. Makkari
    Makkari is a super-speed-powered Eternal and one of the central immortal heroes featured in the Marvel Cinematic Universe film "Eternals."
  • C. Makkari
    Makkari is a small village in Hokkaido, Japan, known for its rural scenery and proximity to the iconic volcanic peak Mount Yōtei.
  • D. Mesharu
    Mesharu is a minor Mesopotamian deity associated with justice and righteousness, traditionally regarded as a child of the sun god Shamash.
  • E. Achiezer
    Achiezer is a multi-volume collection of halachic responsa by Rabbi Chaim Ozer Grodzinski, regarded as a foundational work of 20th-century Jewish law.
  • 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_69d8d386df84819092355ebb260d848e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5338b2cd0819095db59f6bfc70814 completed April 19, 2026, 7:56 p.m.
NED1 Entity disambiguation (via context triple) batch_6a04916c1cb88190889ad7d1c1dc4279 completed May 13, 2026, 2:57 p.m.
NEDg Description generation batch_6a04921b1a508190b8bb6d6c4597ab99 completed May 13, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_6a0492ba4ea08190b59510b221ad5d21 completed May 13, 2026, 3:03 p.m.
Created at: April 10, 2026, 11:36 a.m.