Triple

T8760986
Position Surface form Disambiguated ID Type / Status
Subject Hussein el-Shafei E208196 entity
Predicate familyName P18 FINISHED
Object el-Shafei
el-Shafei is an Arabic surname associated with notable Egyptian figures, including politicians and public officials.
 E754742 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: el-Shafei | Statement: [Hussein el-Shafei, familyName, el-Shafei]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: el-Shafei
Context triple: [Hussein el-Shafei, familyName, el-Shafei]
  • A. el-Shazly
    el-Shazly is an Arabic surname most prominently associated with Egyptian military leader Saad el-Shazly, who served as Chief of Staff during the October 1973 War.
  • B. يوسف شاهين
    يوسف شاهين هو مخرج سينمائي مصري بارز يُعد من أهم رواد السينما العربية، عُرف بأفلامه ذات البعد السياسي والفلسفي وتجديده للغة السينما في مصر.
  • C. Shadi Abdel Salam
    Shadi Abdel Salam was a pioneering Egyptian film director, screenwriter, and costume designer best known for his visually striking, historically themed masterpiece "The Night of Counting the Years" (Al-Mummia).
  • D. Ghanem El Chaar
    Ghanem El Chaar is an entrepreneur and business leader best known as a founder of the semiconductor company Microchip Technology.
  • E. an-Nasir Faraj
    an-Nasir Faraj was a Mamluk sultan of Egypt and Syria from the Burji dynasty, known for his troubled reign marked by internal strife and external threats in the early 15th century.
  • 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: el-Shafei
Triple: [Hussein el-Shafei, familyName, el-Shafei]
Generated description
el-Shafei is an Arabic surname associated with notable Egyptian figures, including politicians and public officials.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: el-Shafei
Target entity description: el-Shafei is an Arabic surname associated with notable Egyptian figures, including politicians and public officials.
  • A. el-Shazly
    el-Shazly is an Arabic surname most prominently associated with Egyptian military leader Saad el-Shazly, who served as Chief of Staff during the October 1973 War.
  • B. يوسف شاهين
    يوسف شاهين هو مخرج سينمائي مصري بارز يُعد من أهم رواد السينما العربية، عُرف بأفلامه ذات البعد السياسي والفلسفي وتجديده للغة السينما في مصر.
  • C. Shadi Abdel Salam
    Shadi Abdel Salam was a pioneering Egyptian film director, screenwriter, and costume designer best known for his visually striking, historically themed masterpiece "The Night of Counting the Years" (Al-Mummia).
  • D. Ghanem El Chaar
    Ghanem El Chaar is an entrepreneur and business leader best known as a founder of the semiconductor company Microchip Technology.
  • E. an-Nasir Faraj
    an-Nasir Faraj was a Mamluk sultan of Egypt and Syria from the Burji dynasty, known for his troubled reign marked by internal strife and external threats in the early 15th century.
  • 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_69ca835df7e08190ac875664cca8f9ca completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5df9729481908679151988b76d2f completed March 31, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf434bcac08190be07175a26804185 completed April 3, 2026, 4:34 a.m.
NEDg Description generation batch_69cf452b237c8190958f7b42e9611e7b completed April 3, 2026, 4:42 a.m.
NED2 Entity disambiguation (via description) batch_69cf45e6f4108190ac6955264b466abb completed April 3, 2026, 4:45 a.m.
Created at: March 30, 2026, 6:40 p.m.