Triple
T2285306
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Boulos |
E51376
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Boulos family
The Boulos family is a prominent Nigerian business family of Lebanese descent known for its extensive interests in commerce, construction, and industry.
|
E252331
|
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: Boulos family | Statement: [Michael Boulos, associatedWith, Boulos family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boulos family Context triple: [Michael Boulos, associatedWith, Boulos family]
-
A.
Joudeh family
The Joudeh family is a Muslim Palestinian family in Jerusalem historically entrusted with the custodianship of the keys to the Church of the Holy Sepulchre, symbolizing interfaith coexistence and shared guardianship of the holy site.
-
B.
al-Jawad family
The al-Jawad family is the central multigenerational Egyptian family whose changing fortunes and relationships are portrayed across Naguib Mahfouz’s renowned Cairo Trilogy.
-
C.
el-Sisi family
The el-Sisi family is an influential Egyptian political and military family best known for including Abdel Fattah el-Sisi, the President of Egypt, and several relatives in key security and intelligence roles.
-
D.
Bani Shaiba family
The Bani Shaiba family is a historically significant Meccan lineage traditionally entrusted with the custodianship and guardianship of the keys to the Kaaba.
-
E.
Boutros
Boutros is a male given name of Middle Eastern origin, notably borne by former UN Secretary-General Boutros Boutros-Ghali.
- 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: Boulos family Triple: [Michael Boulos, associatedWith, Boulos family]
Generated description
The Boulos family is a prominent Nigerian business family of Lebanese descent known for its extensive interests in commerce, construction, and industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Boulos family Target entity description: The Boulos family is a prominent Nigerian business family of Lebanese descent known for its extensive interests in commerce, construction, and industry.
-
A.
Joudeh family
The Joudeh family is a Muslim Palestinian family in Jerusalem historically entrusted with the custodianship of the keys to the Church of the Holy Sepulchre, symbolizing interfaith coexistence and shared guardianship of the holy site.
-
B.
al-Jawad family
The al-Jawad family is the central multigenerational Egyptian family whose changing fortunes and relationships are portrayed across Naguib Mahfouz’s renowned Cairo Trilogy.
-
C.
el-Sisi family
The el-Sisi family is an influential Egyptian political and military family best known for including Abdel Fattah el-Sisi, the President of Egypt, and several relatives in key security and intelligence roles.
-
D.
Bani Shaiba family
The Bani Shaiba family is a historically significant Meccan lineage traditionally entrusted with the custodianship and guardianship of the keys to the Kaaba.
-
E.
Boutros
Boutros is a male given name of Middle Eastern origin, notably borne by former UN Secretary-General Boutros Boutros-Ghali.
- 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_69a88b08e4308190bdac9aebcca1c91a |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc245dd208190b13c5f5d05aa6990 |
completed | March 7, 2026, 6:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f1759b081908842f7ad189994ff |
completed | March 9, 2026, 8:04 a.m. |
| NEDg | Description generation | batch_69ae7fc194488190bb71124f0225a521 |
completed | March 9, 2026, 8:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae802d03648190a71303daf20e6162 |
completed | March 9, 2026, 8:09 a.m. |
Created at: March 4, 2026, 7:48 p.m.