Triple
T9948861
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Youssef Boutros-Ghali |
E195274
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Boutros-Ghali family
The Boutros-Ghali family is a prominent Egyptian Coptic Christian political dynasty known for producing influential statesmen and diplomats, including former UN Secretary-General Boutros Boutros-Ghali.
|
E831478
|
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: Boutros-Ghali family | Statement: [Youssef Boutros-Ghali, partOf, Boutros-Ghali family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boutros-Ghali family Context triple: [Youssef Boutros-Ghali, partOf, Boutros-Ghali family]
-
A.
Boulos family
The Boulos family is a prominent Nigerian business family of Lebanese descent known for its extensive interests in commerce, construction, and industry.
-
B.
Makhlouf family
The Makhlouf family is a powerful Syrian clan closely tied to the Assad regime, known for its significant political influence and extensive business interests.
-
C.
Nasser family
The Nasser family is a prominent San Francisco-based family known for owning and operating historic movie theaters, most notably the Castro Theatre.
-
D.
Gemayel family
The Gemayel family is a prominent Lebanese Maronite Christian political dynasty that has played a central role in the country’s modern history, including leadership of the Kataeb (Phalange) Party and the presidency.
-
E.
Mubarak family
The Mubarak family is an influential Egyptian political dynasty best known for including former president Hosni Mubarak and his sons, who played prominent roles in the country’s political and business spheres.
- 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: Boutros-Ghali family Triple: [Youssef Boutros-Ghali, partOf, Boutros-Ghali family]
Generated description
The Boutros-Ghali family is a prominent Egyptian Coptic Christian political dynasty known for producing influential statesmen and diplomats, including former UN Secretary-General Boutros Boutros-Ghali.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Boutros-Ghali family Target entity description: The Boutros-Ghali family is a prominent Egyptian Coptic Christian political dynasty known for producing influential statesmen and diplomats, including former UN Secretary-General Boutros Boutros-Ghali.
-
A.
Boulos family
The Boulos family is a prominent Nigerian business family of Lebanese descent known for its extensive interests in commerce, construction, and industry.
-
B.
Makhlouf family
The Makhlouf family is a powerful Syrian clan closely tied to the Assad regime, known for its significant political influence and extensive business interests.
-
C.
Nasser family
The Nasser family is a prominent San Francisco-based family known for owning and operating historic movie theaters, most notably the Castro Theatre.
-
D.
Gemayel family
The Gemayel family is a prominent Lebanese Maronite Christian political dynasty that has played a central role in the country’s modern history, including leadership of the Kataeb (Phalange) Party and the presidency.
-
E.
Mubarak family
The Mubarak family is an influential Egyptian political dynasty best known for including former president Hosni Mubarak and his sons, who played prominent roles in the country’s political and business spheres.
- 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_69ca82e96a108190932bd1fc4acd73a0 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb659307c81908279adb641ceef86 |
completed | April 2, 2026, 12:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2292b50a881909ff868487639fbfd |
completed | April 5, 2026, 9:19 a.m. |
| NEDg | Description generation | batch_69d22a2831348190909b9507edfe49f3 |
completed | April 5, 2026, 9:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d22af8914c8190a8116a37a42b633c |
completed | April 5, 2026, 9:27 a.m. |
Created at: March 30, 2026, 8:45 p.m.