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.