Triple
T405928
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tiffany Trump |
E9382
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
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.
|
E51376
|
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: Michael Boulos | Statement: [Tiffany Trump, spouse, Michael Boulos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Boulos Context triple: [Tiffany Trump, spouse, Michael Boulos]
-
A.
Adly Mansour
Adly Mansour is an Egyptian judge and politician who served as the interim President of Egypt following the 2013 ouster of Mohamed Morsi.
-
B.
Rafiq al-Natsheh
Rafiq al-Natsheh is a Palestinian politician who has held senior leadership roles in Palestinian governance and within the Fatah movement.
-
C.
Ahmed Aboul Gheit
Ahmed Aboul Gheit is an Egyptian diplomat and former foreign minister who serves as the Secretary-General of the Arab League.
-
D.
Sari Nusseibeh
Sari Nusseibeh is a prominent Palestinian philosopher, academic, and political figure known for his advocacy of nonviolence and a two-state solution to the Israeli–Palestinian conflict.
-
E.
Mahmoud Jibril
Mahmoud Jibril was a Libyan politician and technocrat who led the National Transitional Council’s executive board and became a key civilian leader of the opposition during the 2011 uprising against Muammar Gaddafi.
- 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: Michael Boulos Triple: [Tiffany Trump, spouse, Michael Boulos]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Boulos Target entity description: 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.
-
A.
Adly Mansour
Adly Mansour is an Egyptian judge and politician who served as the interim President of Egypt following the 2013 ouster of Mohamed Morsi.
-
B.
Rafiq al-Natsheh
Rafiq al-Natsheh is a Palestinian politician who has held senior leadership roles in Palestinian governance and within the Fatah movement.
-
C.
Ahmed Aboul Gheit
Ahmed Aboul Gheit is an Egyptian diplomat and former foreign minister who serves as the Secretary-General of the Arab League.
-
D.
Sari Nusseibeh
Sari Nusseibeh is a prominent Palestinian philosopher, academic, and political figure known for his advocacy of nonviolence and a two-state solution to the Israeli–Palestinian conflict.
-
E.
Mahmoud Jibril
Mahmoud Jibril was a Libyan politician and technocrat who led the National Transitional Council’s executive board and became a key civilian leader of the opposition during the 2011 uprising against Muammar Gaddafi.
- 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_69a2e8004cb88190b92ed1add6abf41a |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2ecbc00508190bbb602179273f29c |
completed | Feb. 28, 2026, 1:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a413f594848190bc73e37f30684a37 |
completed | March 1, 2026, 10:24 a.m. |
| NEDg | Description generation | batch_69a4144b91f88190b57876fe5b71712f |
completed | March 1, 2026, 10:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a414c79bd081908717ff6368fdafc1 |
completed | March 1, 2026, 10:28 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.