Triple
T2285299
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Boulos |
E51376
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Boulos Enterprises
Boulos Enterprises is a Nigeria-based conglomerate involved in sectors such as motorcycle distribution, retail, and manufacturing, known for its prominent role in West African commerce.
|
E252329
|
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 Enterprises | Statement: [Michael Boulos, employer, Boulos Enterprises]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boulos Enterprises Context triple: [Michael Boulos, employer, Boulos Enterprises]
-
A.
Peter Safran Company
The Peter Safran Company is a film and television production company known for producing major Hollywood franchises, including DC superhero films like Aquaman.
-
B.
Budd Company
Budd Company was a pioneering American manufacturer best known for its stainless-steel railroad passenger cars and other transportation equipment.
-
C.
Lee Enterprises
Lee Enterprises is a major American media company that owns and operates numerous newspapers and digital publications across the United States.
-
D.
United Company
United Company was a prominent late 17th-century London theatre company formed by the merger of the King’s Company and the Duke’s Company, active during the Restoration period.
-
E.
Wirtz Corporation
Wirtz Corporation is a Chicago-based, family-owned holding company with major interests in sports, liquor distribution, and real estate, best known for controlling the NHL’s Chicago Blackhawks.
- 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 Enterprises Triple: [Michael Boulos, employer, Boulos Enterprises]
Generated description
Boulos Enterprises is a Nigeria-based conglomerate involved in sectors such as motorcycle distribution, retail, and manufacturing, known for its prominent role in West African commerce.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Boulos Enterprises Target entity description: Boulos Enterprises is a Nigeria-based conglomerate involved in sectors such as motorcycle distribution, retail, and manufacturing, known for its prominent role in West African commerce.
-
A.
Peter Safran Company
The Peter Safran Company is a film and television production company known for producing major Hollywood franchises, including DC superhero films like Aquaman.
-
B.
Budd Company
Budd Company was a pioneering American manufacturer best known for its stainless-steel railroad passenger cars and other transportation equipment.
-
C.
Lee Enterprises
Lee Enterprises is a major American media company that owns and operates numerous newspapers and digital publications across the United States.
-
D.
United Company
United Company was a prominent late 17th-century London theatre company formed by the merger of the King’s Company and the Duke’s Company, active during the Restoration period.
-
E.
Wirtz Corporation
Wirtz Corporation is a Chicago-based, family-owned holding company with major interests in sports, liquor distribution, and real estate, best known for controlling the NHL’s Chicago Blackhawks.
- 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.