Triple
T10703188
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boulos family |
E252331
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
George Boulos
George Boulos is a member of the prominent Boulos family, known for its influence and activities in business and public life.
|
E881537
|
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: George Boulos | Statement: [Boulos family, hasMember, George Boulos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: George Boulos Context triple: [Boulos family, hasMember, George Boulos]
-
A.
Michael Boulos
Michael Boulos is a Lebanese-American business executive and heir to the Nigeria-based conglomerate Boulos Enterprises, known publicly as the husband of Tiffany Trump.
-
B.
Nabih Berri
Nabih Berri is a long-serving Lebanese politician and Speaker of the Parliament, known as a central Shia leader and influential power broker in Lebanon’s post-civil war politics.
-
C.
Suleiman Frangieh
Suleiman Frangieh was a prominent Lebanese Maronite politician who served as President of Lebanon from 1970 to 1976 and played a key role during the early years of the Lebanese Civil War.
-
D.
Michel Suleiman
Michel Suleiman is a Lebanese military officer and politician who served as President of Lebanon from 2008 to 2014.
-
E.
Walid Jumblatt
Walid Jumblatt is a prominent Lebanese politician and long-time leader of the Progressive Socialist Party, widely recognized as one of the most influential figures of the Druze community in Lebanon.
- 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: George Boulos Triple: [Boulos family, hasMember, George Boulos]
Generated description
George Boulos is a member of the prominent Boulos family, known for its influence and activities in business and public life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: George Boulos Target entity description: George Boulos is a member of the prominent Boulos family, known for its influence and activities in business and public life.
-
A.
Michael Boulos
Michael Boulos is a Lebanese-American business executive and heir to the Nigeria-based conglomerate Boulos Enterprises, known publicly as the husband of Tiffany Trump.
-
B.
Nabih Berri
Nabih Berri is a long-serving Lebanese politician and Speaker of the Parliament, known as a central Shia leader and influential power broker in Lebanon’s post-civil war politics.
-
C.
Suleiman Frangieh
Suleiman Frangieh was a prominent Lebanese Maronite politician who served as President of Lebanon from 1970 to 1976 and played a key role during the early years of the Lebanese Civil War.
-
D.
Michel Suleiman
Michel Suleiman is a Lebanese military officer and politician who served as President of Lebanon from 2008 to 2014.
-
E.
Walid Jumblatt
Walid Jumblatt is a prominent Lebanese politician and long-time leader of the Progressive Socialist Party, widely recognized as one of the most influential figures of the Druze community in Lebanon.
- 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_69dbad110d9481908c3c0873424ec616 |
completed | April 12, 2026, 2:32 p.m. |
| NEDg | Description generation | batch_69dbaeb211088190a9118c71918584e5 |
completed | April 12, 2026, 2:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69dbaf7c999c819097a8cdf5bd82f648 |
completed | April 12, 2026, 2:43 p.m. |
Created at: April 8, 2026, 9:12 p.m.