Triple

T16178361
Position Surface form Disambiguated ID Type / Status
Subject Fathia Fuad E392623 entity
Predicate spouse P13 FINISHED
Object Riyad Ghali
Riyad Ghali was an Egyptian diplomat and physician best known for his controversial marriage to Princess Fathia Fuad of Egypt.
E1199866 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: Riyad Ghali | Statement: [Fathia Fuad, spouse, Riyad Ghali]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Riyad Ghali
Context triple: [Fathia Fuad, spouse, Riyad Ghali]
  • A. Mansour Khalid
    Mansour Khalid was a prominent Sudanese politician, diplomat, and intellectual who served in senior government positions and played a key role in Sudan’s modern political history.
  • B. Mansour Bahy
    Mansour Bahy is a fictional character in Naguib Mahfouz’s novel "Miramar," representing one of the diverse social and political perspectives depicted in the story.
  • C. Firas Zahabi
    Firas Zahabi is a renowned mixed martial arts coach and head trainer at Montreal’s Tristar Gym, best known for guiding the career of UFC legend Georges St-Pierre.
  • D. Abdullah Ensour
    Abdullah Ensour is a Jordanian economist and politician who served as the country's prime minister in the 2010s.
  • E. Abdulla Al Mandous
    Abdulla Al Mandous is an Emirati meteorologist and climate expert who serves as president of the World Meteorological Organization, helping to guide global policy and cooperation on weather, climate, and water issues.
  • 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: Riyad Ghali
Triple: [Fathia Fuad, spouse, Riyad Ghali]
Generated description
Riyad Ghali was an Egyptian diplomat and physician best known for his controversial marriage to Princess Fathia Fuad of Egypt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Riyad Ghali
Target entity description: Riyad Ghali was an Egyptian diplomat and physician best known for his controversial marriage to Princess Fathia Fuad of Egypt.
  • A. Mansour Khalid
    Mansour Khalid was a prominent Sudanese politician, diplomat, and intellectual who served in senior government positions and played a key role in Sudan’s modern political history.
  • B. Mansour Bahy
    Mansour Bahy is a fictional character in Naguib Mahfouz’s novel "Miramar," representing one of the diverse social and political perspectives depicted in the story.
  • C. Firas Zahabi
    Firas Zahabi is a renowned mixed martial arts coach and head trainer at Montreal’s Tristar Gym, best known for guiding the career of UFC legend Georges St-Pierre.
  • D. Abdullah Ensour
    Abdullah Ensour is a Jordanian economist and politician who served as the country's prime minister in the 2010s.
  • E. Abdulla Al Mandous
    Abdulla Al Mandous is an Emirati meteorologist and climate expert who serves as president of the World Meteorological Organization, helping to guide global policy and cooperation on weather, climate, and water issues.
  • 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_69d87f1d32208190942e4e499a80c18c completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e2205ab3108190a84fc2dfe61d5044 completed April 17, 2026, 11:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69fffefe4dc08190a6cc43a448ae6554 completed May 10, 2026, 3:43 a.m.
NEDg Description generation batch_6a0000a8a74c8190925c4140cf4a8520 completed May 10, 2026, 3:51 a.m.
NED2 Entity disambiguation (via description) batch_6a0004ceda8c8190a358f58f76116a7f completed May 10, 2026, 4:08 a.m.
Created at: April 10, 2026, 5:02 a.m.