Triple
T10703191
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boulos family |
E252331
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Gilbert Chagoury
Gilbert Chagoury is a Nigerian-Lebanese billionaire businessman and philanthropist known for his influential role in West African commerce and politics.
|
E880287
|
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: Gilbert Chagoury | Statement: [Boulos family, hasMember, Gilbert Chagoury]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gilbert Chagoury Context triple: [Boulos family, hasMember, Gilbert Chagoury]
-
A.
Gustave Kahn
Gustave Kahn was a French Symbolist poet and critic known for pioneering free verse and influencing late 19th-century literary modernism.
-
B.
Gilbert Melki
Gilbert Melki is a French actor known for his versatile performances in film and television, including prominent roles in French dramas and comedies.
-
C.
Gabriel Guevrekian
Gabriel Guevrekian was an influential early 20th-century modernist architect and landscape designer associated with avant-garde movements such as the International Style and the Congrès Internationaux d'Architecture Moderne (CIAM).
-
D.
Philip Habib
Philip Habib was a prominent American diplomat and troubleshooter best known for his high-stakes peace negotiations in the Middle East and Southeast Asia during the late 20th century.
-
E.
Georges Dion
Georges Dion is a notable individual distinguished enough in his field or community to be recognized as a prominent bearer of the surname Dion.
- 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: Gilbert Chagoury Triple: [Boulos family, hasMember, Gilbert Chagoury]
Generated description
Gilbert Chagoury is a Nigerian-Lebanese billionaire businessman and philanthropist known for his influential role in West African commerce and politics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gilbert Chagoury Target entity description: Gilbert Chagoury is a Nigerian-Lebanese billionaire businessman and philanthropist known for his influential role in West African commerce and politics.
-
A.
Gustave Kahn
Gustave Kahn was a French Symbolist poet and critic known for pioneering free verse and influencing late 19th-century literary modernism.
-
B.
Gilbert Melki
Gilbert Melki is a French actor known for his versatile performances in film and television, including prominent roles in French dramas and comedies.
-
C.
Gabriel Guevrekian
Gabriel Guevrekian was an influential early 20th-century modernist architect and landscape designer associated with avant-garde movements such as the International Style and the Congrès Internationaux d'Architecture Moderne (CIAM).
-
D.
Philip Habib
Philip Habib was a prominent American diplomat and troubleshooter best known for his high-stakes peace negotiations in the Middle East and Southeast Asia during the late 20th century.
-
E.
Georges Dion
Georges Dion is a notable individual distinguished enough in his field or community to be recognized as a prominent bearer of the surname Dion.
- 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_69d6aa5cbabc8190973e683950d89faf |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6fddd28d481908abc5c1d4e5a9f3e |
completed | April 9, 2026, 1:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d998f5cda081909932daa3c98f8b46 |
completed | April 11, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69d99e8632688190b3746649a124ca09 |
completed | April 11, 2026, 1:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69da625a1e8c8190b282e7a70bb7c876 |
completed | April 11, 2026, 3:01 p.m. |
Created at: April 8, 2026, 9:12 p.m.