Triple

T66978
Position Surface form Disambiguated ID Type / Status
Subject Egyptian government E1335 entity
Predicate officeHolder P537 FINISHED
Object Mostafa Madbouly
Mostafa Madbouly is an Egyptian politician who has served as the Prime Minister of Egypt, overseeing the country's executive government.
 E8845 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: Mostafa Madbouly | Statement: [Egyptian government, officeHolder, Mostafa Madbouly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mostafa Madbouly
Context triple: [Egyptian government, officeHolder, Mostafa Madbouly]
  • A. Nazlet El-Semman
    Nazlet El-Semman is a village on the outskirts of Giza in Egypt, best known as the primary gateway settlement to the Giza Pyramids and Sphinx plateau.
  • B. Amr Moussa
    Amr Moussa is an Egyptian diplomat and politician best known for serving as Egypt’s foreign minister and later as secretary-general of the Arab League.
  • C. Ismail Serageldin
    Ismail Serageldin is an Egyptian scholar and former vice president of the World Bank, best known as the founding director of the Bibliotheca Alexandrina and a prominent advocate for science, development, and cultural heritage.
  • D. Sari Nusseibeh
    Sari Nusseibeh is a prominent Palestinian philosopher, academic, and political figure known for his advocacy of nonviolence and a two-state solution to the Israeli–Palestinian conflict.
  • E. Abdel Fattah el-Sisi
    Abdel Fattah el-Sisi is the president of Egypt and a former military officer who rose to power after leading the ouster of Mohamed Morsi in 2013.
  • 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: Mostafa Madbouly
Triple: [Egyptian government, officeHolder, Mostafa Madbouly]
Generated description
Mostafa Madbouly is an Egyptian politician who has served as the Prime Minister of Egypt, overseeing the country's executive government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mostafa Madbouly
Target entity description: Mostafa Madbouly is an Egyptian politician who has served as the Prime Minister of Egypt, overseeing the country's executive government.
  • A. Nazlet El-Semman
    Nazlet El-Semman is a village on the outskirts of Giza in Egypt, best known as the primary gateway settlement to the Giza Pyramids and Sphinx plateau.
  • B. Amr Moussa
    Amr Moussa is an Egyptian diplomat and politician best known for serving as Egypt’s foreign minister and later as secretary-general of the Arab League.
  • C. Ismail Serageldin
    Ismail Serageldin is an Egyptian scholar and former vice president of the World Bank, best known as the founding director of the Bibliotheca Alexandrina and a prominent advocate for science, development, and cultural heritage.
  • D. Sari Nusseibeh
    Sari Nusseibeh is a prominent Palestinian philosopher, academic, and political figure known for his advocacy of nonviolence and a two-state solution to the Israeli–Palestinian conflict.
  • E. Abdel Fattah el-Sisi
    Abdel Fattah el-Sisi is the president of Egypt and a former military officer who rose to power after leading the ouster of Mohamed Morsi in 2013.
  • 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_69a24ba4f760819081f6638a3c70538a completed Feb. 28, 2026, 1:57 a.m.
NER Named-entity recognition batch_69a24f01a2108190a494e7bfcced8290 completed Feb. 28, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69a266e8d6c48190813a2fc1578a2c12 completed Feb. 28, 2026, 3:54 a.m.
NEDg Description generation batch_69a267a60dc0819094eb550c03a8db34 completed Feb. 28, 2026, 3:57 a.m.
NED2 Entity disambiguation (via description) batch_69a2682c69788190a78d65399881a814 completed Feb. 28, 2026, 3:59 a.m.
Created at: Feb. 28, 2026, 2:02 a.m.