Triple
T208829
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beirut |
E4667
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Lebanese American University
Lebanese American University is a private, American-style higher education institution in Lebanon known for its multi-campus system, professional programs, and regional influence in education and research.
|
E27428
|
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: Lebanese American University | Statement: [Beirut, hasUniversity, Lebanese American University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lebanese American University Context triple: [Beirut, hasUniversity, Lebanese American University]
-
A.
American University of Beirut
The American University of Beirut is a leading private, English-language research university in Lebanon known for its rigorous academics and significant influence on higher education in the Middle East.
-
B.
Nazareth Academic Institute
Nazareth Academic Institute is a higher education institution located in the city of Nazareth, offering academic programs and research opportunities to local and regional students.
-
C.
Université Saint-Joseph
Université Saint-Joseph is a prominent French-language private university in Lebanon known for its strong academic programs and historical role in the country’s intellectual and cultural life.
-
D.
Alexandria University
Alexandria University is a major public research university in Alexandria, Egypt, known for its wide range of academic programs and significant role in higher education in the region.
-
E.
Cairo University
Cairo University is a leading public research university in Giza, Egypt, renowned as one of the country’s oldest and most prestigious institutions of higher education.
- 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: Lebanese American University Triple: [Beirut, hasUniversity, Lebanese American University]
Generated description
Lebanese American University is a private, American-style higher education institution in Lebanon known for its multi-campus system, professional programs, and regional influence in education and research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lebanese American University Target entity description: Lebanese American University is a private, American-style higher education institution in Lebanon known for its multi-campus system, professional programs, and regional influence in education and research.
-
A.
American University of Beirut
The American University of Beirut is a leading private, English-language research university in Lebanon known for its rigorous academics and significant influence on higher education in the Middle East.
-
B.
Nazareth Academic Institute
Nazareth Academic Institute is a higher education institution located in the city of Nazareth, offering academic programs and research opportunities to local and regional students.
-
C.
Université Saint-Joseph
Université Saint-Joseph is a prominent French-language private university in Lebanon known for its strong academic programs and historical role in the country’s intellectual and cultural life.
-
D.
Alexandria University
Alexandria University is a major public research university in Alexandria, Egypt, known for its wide range of academic programs and significant role in higher education in the region.
-
E.
Cairo University
Cairo University is a leading public research university in Giza, Egypt, renowned as one of the country’s oldest and most prestigious institutions of higher education.
- 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_69a25737567c81908f9c505300239181 |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25c082fa08190b4d097bf68300222 |
completed | Feb. 28, 2026, 3:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a33e3dc3008190a021d1b18438b773 |
completed | Feb. 28, 2026, 7:13 p.m. |
| NEDg | Description generation | batch_69a33e9b9db0819087e95e2734807ce1 |
completed | Feb. 28, 2026, 7:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a33ef2d5208190ba605b270f7ce5df |
completed | Feb. 28, 2026, 7:16 p.m. |
Created at: Feb. 28, 2026, 2:51 a.m.