Triple

T7195615
Position Surface form Disambiguated ID Type / Status
Subject Saad el-Shazly E168605 entity
Predicate spouse P13 FINISHED
Object Zeinab Saad el-Shazly
Zeinab Saad el-Shazly was the wife of prominent Egyptian military commander and former Chief of Staff Saad el-Shazly.
 E649209 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: Zeinab Saad el-Shazly | Statement: [Saad el-Shazly, spouse, Zeinab Saad el-Shazly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zeinab Saad el-Shazly
Context triple: [Saad el-Shazly, spouse, Zeinab Saad el-Shazly]
  • A. Saray El-Qobba
    Saray El-Qobba is a metro station in Cairo, Egypt, located in the Heliopolis area and integrated into the city's primary urban rail network.
  • B. Dalia Ziada
    Dalia Ziada is an Egyptian human rights activist, writer, and political analyst known for her prominent role in advocating democracy and civil liberties in the Arab world.
  • C. Azza Ahmed Nowari
    Azza Ahmed Nowari was the wife of al-Qaeda leader Ayman al-Zawahiri and was known primarily for her association with him and her death alongside some of their children during a U.S. airstrike in Afghanistan in 2001.
  • D. Khalida Jarrar
    Khalida Jarrar is a prominent Palestinian politician, feminist, and human rights advocate known for her leadership in the Popular Front for the Liberation of Palestine and her work on prisoners’ rights.
  • E. Fathia Fuad
    Fathia Fuad was an Egyptian princess and daughter of King Fuad I, known for her controversial marriage to Riyad Ghali and her later life in exile.
  • 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: Zeinab Saad el-Shazly
Triple: [Saad el-Shazly, spouse, Zeinab Saad el-Shazly]
Generated description
Zeinab Saad el-Shazly was the wife of prominent Egyptian military commander and former Chief of Staff Saad el-Shazly.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zeinab Saad el-Shazly
Target entity description: Zeinab Saad el-Shazly was the wife of prominent Egyptian military commander and former Chief of Staff Saad el-Shazly.
  • A. Saray El-Qobba
    Saray El-Qobba is a metro station in Cairo, Egypt, located in the Heliopolis area and integrated into the city's primary urban rail network.
  • B. Dalia Ziada
    Dalia Ziada is an Egyptian human rights activist, writer, and political analyst known for her prominent role in advocating democracy and civil liberties in the Arab world.
  • C. Azza Ahmed Nowari
    Azza Ahmed Nowari was the wife of al-Qaeda leader Ayman al-Zawahiri and was known primarily for her association with him and her death alongside some of their children during a U.S. airstrike in Afghanistan in 2001.
  • D. Khalida Jarrar
    Khalida Jarrar is a prominent Palestinian politician, feminist, and human rights advocate known for her leadership in the Popular Front for the Liberation of Palestine and her work on prisoners’ rights.
  • E. Fathia Fuad
    Fathia Fuad was an Egyptian princess and daughter of King Fuad I, known for her controversial marriage to Riyad Ghali and her later life in exile.
  • 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_69c68a5376748190bb500f03df86e93e completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6e927709c81909edf6ee42fe7f833 completed March 27, 2026, 8:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7bfa14e1c8190968b207bef0c96a9 completed March 28, 2026, 11:46 a.m.
NEDg Description generation batch_69c7c0a8985c8190894b28c9b733a205 completed March 28, 2026, 11:51 a.m.
NED2 Entity disambiguation (via description) batch_69c7c1352f8881909c3a7d03a5f2a5b1 completed March 28, 2026, 11:53 a.m.
Created at: March 27, 2026, 2:51 p.m.