Triple
T15920041
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maalouf |
E386067
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Raymond Maalouf
Raymond Maalouf is a notable individual bearing the Maalouf surname, recognized for contributions significant enough to be specifically distinguished among others with the same family name.
|
E1188568
|
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: Raymond Maalouf | Statement: [Maalouf, hasNotableBearer, Raymond Maalouf]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Raymond Maalouf Context triple: [Maalouf, hasNotableBearer, Raymond Maalouf]
-
A.
Nassim Maalouf
Nassim Maalouf is a Lebanese trumpeter known for pioneering the use of the quarter-tone trumpet and for his influence on Arabic and Middle Eastern brass music.
-
B.
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.
-
C.
Elias Boustani
Elias Boustani is a notable individual associated with the Boustany family name, recognized as a distinguished bearer of this surname.
-
D.
Wadih Saadeh Maalouf
Wadih Saadeh Maalouf is an individual notable for bearing the Maalouf surname, which is associated with prominent cultural and intellectual figures of Levantine origin.
-
E.
Arthur Sadoun
Arthur Sadoun is a French advertising executive and the chief executive of Publicis Groupe, one of the world’s largest communications and marketing services companies.
- 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: Raymond Maalouf Triple: [Maalouf, hasNotableBearer, Raymond Maalouf]
Generated description
Raymond Maalouf is a notable individual bearing the Maalouf surname, recognized for contributions significant enough to be specifically distinguished among others with the same family name.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Raymond Maalouf Target entity description: Raymond Maalouf is a notable individual bearing the Maalouf surname, recognized for contributions significant enough to be specifically distinguished among others with the same family name.
-
A.
Nassim Maalouf
Nassim Maalouf is a Lebanese trumpeter known for pioneering the use of the quarter-tone trumpet and for his influence on Arabic and Middle Eastern brass music.
-
B.
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.
-
C.
Elias Boustani
Elias Boustani is a notable individual associated with the Boustany family name, recognized as a distinguished bearer of this surname.
-
D.
Wadih Saadeh Maalouf
Wadih Saadeh Maalouf is an individual notable for bearing the Maalouf surname, which is associated with prominent cultural and intellectual figures of Levantine origin.
-
E.
Arthur Sadoun
Arthur Sadoun is a French advertising executive and the chief executive of Publicis Groupe, one of the world’s largest communications and marketing services companies.
- 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_69d86da686e4819097cbf3b1fc2d881d |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e15680c7b881909150f8b53bc058d4 |
completed | April 16, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffc3bd67f48190aee4f892206d9326 |
completed | May 9, 2026, 11:31 p.m. |
| NEDg | Description generation | batch_69ffc621ef1c8190933238291d69d7e1 |
completed | May 9, 2026, 11:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffc6c0792c8190af7945983b7bb25a |
completed | May 9, 2026, 11:44 p.m. |
Created at: April 10, 2026, 4:52 a.m.